{"as_of":"2026-08-14T11:33:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9debdd600d7ec9a6057c3f2c1ebd7103b4338f701c7a0bb9f157d543b86de874","coverage":[{"denominator":87,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":87,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T23:05:42.660911Z","state":"measured"},{"denominator":87,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":87,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2508.06063/citation-record","integrity":"/paper/2508.06063/integrity","json":"/paper/2508.06063/citation-record.json","paper":"/paper/2508.06063"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:36.264905Z","title":"Uncertainty-aware joint salient object and camouflaged object detection,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.264905Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:5d1b7818561a30b201d81fc9800b5e4690a64e142005cad6319b902f40753fd9","observation_id":"34b6a423-efcc-41da-ae0f-bbdc735c016f","resolution":{"observed_at":"2026-08-05T23:05:36.264905Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.04651","last_updated":"2023-07-10T15:49:37Z","snapshot_observed_at":"2026-08-14T06:15:27.304157Z","submitted_at":"2023-07-10T15:49:37Z","title":"Joint Salient Object Detection and Camouflaged Object Detection via Uncertainty-aware Learning","version":1},"cited_work":{"arxiv_id":"2307.04651","doi":null,"metadata_source":"pith","pith_arxiv_id":"2307.04651","snapshot_observed_at":"2026-08-05T23:05:44.481572Z","title":"Joint Salient Object Detection and Camouflaged Object Detection via Uncertainty-aware Learning","venue":"cs.CV","work_id":"0145be96-d804-498c-b0fa-20ddf8364af2","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.268867Z"},"links":{"cited_paper":"/paper/2307.04651","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:843527857cf0023f01b9aa3b959438df2c5f42e6dce85c287b48efb117150e2e","observation_id":"4447d287-2525-4094-83e3-df8411f8b52b","resolution":{"observed_at":"2026-08-05T23:05:44.574503Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.18922","last_updated":"2024-02-29T07:29:28Z","snapshot_observed_at":"2026-08-14T06:15:36.144125Z","submitted_at":"2024-02-29T07:29:28Z","title":"A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection","version":1},"cited_work":{"arxiv_id":"2402.18922","doi":null,"metadata_source":"pith","pith_arxiv_id":"2402.18922","snapshot_observed_at":"2026-08-05T23:05:44.333584Z","title":"A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection","venue":"cs.CV","work_id":"7f05d15c-4b35-4c88-aaf2-d6d43f2a6aca","year":2024},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.273003Z"},"links":{"cited_paper":"/paper/2402.18922","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:1ad0ab212bcdd2226a264aad3e2ae09342698ba37cb5653efb453dc6ac5e2521","observation_id":"a08d7a2e-025b-4105-9ae9-2e80ac7b4555","resolution":{"observed_at":"2026-08-05T23:05:44.376584Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:36.282045Z","title":"Salient object detection: A survey,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.282045Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:7f09706a4d966dd2fac4b78fc49bfcf8a262540e2ac03e1bd94f6853cfa267af","observation_id":"f0b7c738-abe7-4388-ab15-e4c41c2ab4ae","resolution":{"observed_at":"2026-08-05T23:05:36.282045Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:36.297167Z","title":"Cam- ouflaged object detection,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.297167Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:73f5aa42eabe701f5211c467aee06e2d427f59ce8289bced5b02450c80c1dd13","observation_id":"c1894bdc-2517-4d8a-955d-2b500128b01c","resolution":{"observed_at":"2026-08-05T23:05:36.297167Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:36.311554Z","title":"Oneformer: One transformer to rule universal image segmentation,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.311554Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:cbddcea3417692276fc6cbff3b33dd11a4d8a489d1514941086988966e4f5939","observation_id":"22550136-e574-49a4-b89e-65a0b8b26d34","resolution":{"observed_at":"2026-08-05T23:05:36.311554Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:36.320783Z","title":"Explicit visual prompting for low-level structure segmentations,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.320783Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:1acb5bb21207a76a3de16c18c33527fb53b4a4e35a8d3d775eba4ee5ec50d474","observation_id":"3494cac1-1429-488a-bdcf-e586342017c2","resolution":{"observed_at":"2026-08-05T23:05:36.320783Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:36.331020Z","title":"Uni-perceiver v2: A generalist model for large-scale vision and vision-language tasks,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.331020Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:243719fc5bbeb91508a095c87dda41c91f4da02a104e361b67008f86f8007a40","observation_id":"2c16988d-df16-4ca4-bf3b-3d5cecb407b2","resolution":{"observed_at":"2026-08-05T23:05:36.331020Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:36.342177Z","title":"Images speak in images: A generalist painter for in-context visual learning,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.342177Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:1e210b89f5bc5c9403382e449816c9fe4d88a2182b927330582ccd2ddbef17b3","observation_id":"f47aae5d-3fcf-4d1f-b04c-8b7e246dba91","resolution":{"observed_at":"2026-08-05T23:05:36.342177Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:36.356576Z","title":"Unified-io: A unified model for vision, language, and multi-modal tasks,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.356576Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:bbdf183dad4d216cb048fc1c6e7771c7929ce90538399d86bcff45ad1f9515f7","observation_id":"571500cf-7acc-455b-b381-e6c92c28aab3","resolution":{"observed_at":"2026-08-05T23:05:36.356576Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.679494Z","title":"The edge of depth: Explicit constraints between segmentation and depth,","venue":null,"work_id":"e041f337-df11-48a5-89f0-bc782f78dba8","year":2020},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.364657Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:17f1f23df101aa408fec5dcba35500ba68aea346a5c06497f8e2beb0e5cf4da1","observation_id":"a6d51e3a-7d66-4f01-840a-d0429650b2ff","resolution":{"observed_at":"2026-08-05T23:05:47.682125Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.671290Z","title":"A broad review on class imbalance learning techniques,","venue":null,"work_id":"4f4004a0-6057-4b00-b2c9-960b67a4bb46","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.379710Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:3fff16be4a32bacd709b379f3d4374d7908aff519ce18f7607e3f836eff12cbc","observation_id":"3ddecb5d-2c82-4bfa-a191-3820458f25ab","resolution":{"observed_at":"2026-08-05T23:05:47.674232Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.662952Z","title":"Deep long-tailed learning: A survey,","venue":null,"work_id":"80ea952f-c459-49c3-854b-48bd75a546af","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.389573Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:bdbfa524b3c23a17de5cdc870c49f222a9b062fe8f2573b00d0bc1ee8a1ed9c4","observation_id":"91cdbd5e-9833-4654-9da7-8b59b032220a","resolution":{"observed_at":"2026-08-05T23:05:47.665951Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.654212Z","title":"scmmae: masked cross-attention network for single-cell multimodal omics fusion to enhance unimodal omics,","venue":null,"work_id":"8e40cf3d-d9db-4df4-86fa-ccee2827f947","year":2025},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.397290Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:b836a5704ce441b2bf5123ba09b63da5b5b80a050d5c6ec0cd3c5e4af676cbd2","observation_id":"77debbb5-dc6e-4ef8-acdf-087f56a810f3","resolution":{"observed_at":"2026-08-05T23:05:47.657234Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1145/3687474","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"From recognition to prediction: Leveraging sequence reasoning for action anticipation,","venue":"ACM Transactions on Multimedia Computing Communications and Applications","work_id":"b4a27291-f49c-4573-b46e-f98f4351aa31","year":2024},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.407024Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:6fce7ed86353d1406be90ad2ea5f8ddf1d4e13ab0a5eb1f8f3060b022a59a38c","observation_id":"81fe03ff-74ed-4c26-b859-ef67deb07acf","resolution":{"observed_at":"2026-08-05T23:05:42.934219Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.646152Z","title":"Adversarial examples improve image recognition,","venue":null,"work_id":"082e2477-e881-4b33-85e9-cd20fb4e8e2b","year":2020},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.416813Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:1b6ea0dd329980882f19a430af2f2572ac28b25beac98cca20ca9456c8fb7e65","observation_id":"7185b999-2398-4509-a443-cde25d2fb429","resolution":{"observed_at":"2026-08-05T23:05:47.648693Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.638155Z","title":"Udnet: Uncertainty- aware deep network for salient object detection,","venue":null,"work_id":"db86eb8d-a647-4c5b-a190-e45789e4d902","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.424878Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:87e76f0407db26c7780a24329f870d3a9cc317b35fa4df4f8234afa230190b9d","observation_id":"a0ba648a-081c-4ebb-922a-b1b98d164901","resolution":{"observed_at":"2026-08-05T23:05:47.640839Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.629776Z","title":"Salient object detection: A benchmark,","venue":null,"work_id":"8cd5124b-817a-41cf-a9e3-d182bc1aed41","year":2015},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.435639Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:c91cff689bd192557d542aff2968a744db5553953e3eb407e94cb03c4310eeef","observation_id":"d4d558de-0562-4789-8660-72748bf7c8cb","resolution":{"observed_at":"2026-08-05T23:05:47.632631Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2025.35817","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:44.234434Z","title":"Physical adversarial camouflage generation in optical remote sensing images,","venue":null,"work_id":"1d2e3add-d0fe-495c-8278-1beef6973ed6","year":2025},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.448845Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:c187008dd4ef93c36355095fb008bca62aed4a7138f39a33969924cfd12715dc","observation_id":"2391151c-0e61-45ba-a4c5-91d2e248e5d1","resolution":{"observed_at":"2026-08-05T23:05:44.282561Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.620628Z","title":"Multi-scale interactive network for salient object detection,","venue":null,"work_id":"6b790e6a-2deb-4279-be9b-2dededb2ce86","year":2020},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.464282Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:c3ef6a515cf27dba6f7cd4bbcc835cd6f089fd74a0e7c1e910d0872a07a9299d","observation_id":"072f2d78-ae82-4a72-9fa4-a747c2881d66","resolution":{"observed_at":"2026-08-05T23:05:47.623748Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.612294Z","title":"Pixels, regions, and objects: Multiple enhancement for salient object detection,","venue":null,"work_id":"d55908a0-c67b-4356-b7f6-eaebfebdd84b","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.477018Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:3ae84582ee57ae9f57fb5a8da2dba7fbfea2413fbc0ea736d49d0bac2d4efacc","observation_id":"4c8cea22-f2e8-49d9-8f97-8a780787e739","resolution":{"observed_at":"2026-08-05T23:05:47.615107Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.603612Z","title":"Usod10k: a new benchmark dataset for underwater salient object detection,","venue":null,"work_id":"37192e0a-102c-4a67-8855-789e0edc8500","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.555714Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:e39e17468471bba17fdc3cabaab6482f5e56a6fd11107e3f771cb46897eef002","observation_id":"4116c8cd-cc35-4d6a-9044-88781ac56ad9","resolution":{"observed_at":"2026-08-05T23:05:47.606735Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.594130Z","title":"Modeling the distributional uncertainty for salient object detection models,","venue":null,"work_id":"488e6c00-afe9-4836-a014-bc2bf8cc6f7a","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.663033Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:37a067b33d38ef60fa473a84dadc1f5828fd25be21737b94efd8d05fd846a04c","observation_id":"787f8c17-6ec3-4f9e-8dd3-346a204e9afc","resolution":{"observed_at":"2026-08-05T23:05:47.597508Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.584701Z","title":"Pdnet: Prior-model guided depth-enhanced network for salient object detection,","venue":null,"work_id":"ff80ea58-0a59-438e-8b71-d63b95d4bfc0","year":2019},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.773035Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:e0486a520a82b84e4c0b3312be1bf7ae040168b137cb3be71dff0021adecfe65","observation_id":"7dca48ae-2e33-4d38-8b6b-cafda9608cb0","resolution":{"observed_at":"2026-08-05T23:05:47.588049Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.575644Z","title":"Salient objects in clutter: Bringing salient object detection to the foreground,","venue":null,"work_id":"032e2d54-d90c-4308-9679-3b4e8422dff3","year":2018},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.903972Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:8a2c15b8af6db1b03b3700a0e7dc0f020dc8573b6b04fc2c4d591406bdb9be62","observation_id":"e2758c33-86c8-4bc8-aae4-e9c484024bd4","resolution":{"observed_at":"2026-08-05T23:05:47.578580Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.566217Z","title":"Basnet: Boundary-aware salient object detection,","venue":null,"work_id":"11bd5451-af47-4bde-a1da-b2fd6dab7a1b","year":2019},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:36.980627Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:223170f740637183f5a2d48f23f24413916b42a3e7de68da1418b9197f484d2d","observation_id":"e84a5514-6196-4200-be22-3c6dbe5c6b3e","resolution":{"observed_at":"2026-08-05T23:05:47.569341Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.557592Z","title":"Deeply supervised salient object detection with short connections,","venue":null,"work_id":"b54c0101-b6c1-4a2c-99b3-d1b1312c8c2b","year":2017},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.087916Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:9c7b8c96c4ec0d632a940e9d31b836fd6e72b9402c49c2d873da0a9f296a0156","observation_id":"fa2c81d5-c3df-46ce-9452-aa7c12973326","resolution":{"observed_at":"2026-08-05T23:05:47.560679Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.548604Z","title":"F 3net: fusion, feedback and focus for salient object detection,","venue":null,"work_id":"219962ec-a712-41ed-85a9-3f58c4061b4d","year":2020},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.154622Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:b31742b69bf34ff859b5c7967605412dfed11bdcaaba40245cbecb1372e4a0dd","observation_id":"ca502fe8-16f2-46c5-84a0-29e861dd241a","resolution":{"observed_at":"2026-08-05T23:05:47.551500Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:37.207757Z","title":"Attention is all you need,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.207757Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:5820251a5bd52fcd22d263165327e51ec97f5b593b7a64d3b0bd335f237d9a4b","observation_id":"1507899e-17b2-493f-bf94-cf4dc8dac6ac","resolution":{"observed_at":"2026-08-05T23:05:37.207757Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.11929","last_updated":"2021-06-03T13:08:56Z","snapshot_observed_at":"2026-08-13T14:19:26.598265Z","submitted_at":"2020-10-22T17:55:59Z","title":"An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.11929","snapshot_observed_at":"2026-08-05T23:05:37.251130Z","title":"An image is worth 16x16 words: Transformers for image recognition at scale,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.251130Z"},"links":{"cited_paper":"/paper/2010.11929","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:fdb8319293e83944d68d81482c049cdff176c81918d3966cf9511c02e0554552","observation_id":"190f1b39-4ae4-4ca7-bfda-f84e6777648d","resolution":{"observed_at":"2026-08-05T23:05:37.251130Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.535283Z","title":"Visual saliency transformer,","venue":null,"work_id":"25f2ec8e-377f-4db7-865e-48543f5b7647","year":2021},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.312911Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:0447f3775ec291c1a7b6880df8f7654b5affa18847837654ae08376b0b757fbb","observation_id":"d693da5d-6968-4dda-bebb-15fe90e2e03e","resolution":{"observed_at":"2026-08-05T23:05:47.537792Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.18476","last_updated":"2023-05-29T11:05:01Z","snapshot_observed_at":"2026-08-13T11:30:23.614747Z","submitted_at":"2023-05-29T11:05:01Z","title":"Explicit Visual Prompting for Universal Foreground Segmentations","version":1},"cited_work":{"arxiv_id":"2305.18476","doi":null,"metadata_source":"pith","pith_arxiv_id":"2305.18476","snapshot_observed_at":"2026-08-05T23:05:44.058631Z","title":"Explicit Visual Prompting for Universal Foreground Segmentations","venue":"cs.CV","work_id":"fd06d7c8-c27e-4fcb-be5f-1cf5f5059525","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.407364Z"},"links":{"cited_paper":"/paper/2305.18476","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:cd8537a50a19963b05787999e878a06d31d4dd3b237de74b38dbd6ae458056bf","observation_id":"4d6d87c1-3f01-4521-92d6-add8280e069b","resolution":{"observed_at":"2026-08-05T23:05:44.104321Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.527122Z","title":"Zoom in and out: A mixed-scale triplet network for camouflaged object detection,","venue":null,"work_id":"f910efa9-2623-4595-a74b-f1689ca946f9","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.549624Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:7ed071bde96336ed12035bce6ae420c3074bb00610d31a546a27186e2e49da4b","observation_id":"52440980-585c-46d3-9a04-9a4b45dc69a0","resolution":{"observed_at":"2026-08-05T23:05:47.530084Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.519280Z","title":"Segment, magnify and reiterate: Detecting camouflaged objects the hard way,","venue":null,"work_id":"a0cb0b04-47b4-457c-9559-fad26a132852","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.659870Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:5a2eda2152169eda43f2fb481a14976b4c5eaef383358639bbd1839d818e1384","observation_id":"f7638eee-684a-4448-921c-b34b1bf2702b","resolution":{"observed_at":"2026-08-05T23:05:47.521894Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.511343Z","title":"Camouflaged object detection with feature decomposition and edge re- construction,","venue":null,"work_id":"2ff9f6ca-21bb-4cc7-bd40-822724c99fc0","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.762657Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:479820a2767c0e791fbb77fb7fb5ca60de71f4870a53a1eae5f01975de03fc7d","observation_id":"55c13386-67e9-4395-acbc-62211bbb876b","resolution":{"observed_at":"2026-08-05T23:05:47.513974Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.503424Z","title":"Integrating part-object relation- ship and contrast for camouflaged object detection,","venue":null,"work_id":"d06dc9f7-db6f-4043-9c09-3ec4867bbb46","year":2021},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.839323Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:cb7fb03c62e07289912963510bc2a47ad27016730d232775bbdcb5a06b388cdb","observation_id":"7534ba18-c6d7-4c1b-9522-0c88e16b5d58","resolution":{"observed_at":"2026-08-05T23:05:47.506231Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.495179Z","title":"Shift the lens: Environment-aware unsupervised camouflaged object detec- tion,","venue":null,"work_id":"3fc84939-fd52-400e-a30b-21987b3578c0","year":2025},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:37.975098Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:608a395f1ce91bbafbeb7ab9e74eb051e022ee2dfaaabe8557f82edcf0cabf2e","observation_id":"475c8b72-f5b9-46d6-a6ed-2948a107344b","resolution":{"observed_at":"2026-08-05T23:05:47.498266Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.15011","last_updated":"2024-04-11T08:16:53Z","snapshot_observed_at":"2026-08-13T05:17:58.402936Z","submitted_at":"2023-11-25T12:34:02Z","title":"VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning","version":3},"cited_work":{"arxiv_id":"2311.15011","doi":null,"metadata_source":"pith","pith_arxiv_id":"2311.15011","snapshot_observed_at":"2026-08-05T23:05:43.911004Z","title":"VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning","venue":"cs.CV","work_id":"9b2f4b2b-8251-4363-b375-a46011076a17","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:38.079283Z"},"links":{"cited_paper":"/paper/2311.15011","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:1626f13923fc0cc9e1bfe88e16dbf9cff89538dd3c142f4a4ed20d80342ca067","observation_id":"87962adc-13a9-4ee6-945f-f84c66252b74","resolution":{"observed_at":"2026-08-05T23:05:43.982319Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.487100Z","title":"Feature shrinkage pyramid for camouflaged object detection with transformers,","venue":null,"work_id":"99ec03ad-08a1-4454-81e3-0d5a4feefbd9","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:38.157886Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:9a702ca822e28c3682891ca4178c4ad2cee471461200596b4524bd8821cf6f24","observation_id":"ea5c4bcc-d437-4df2-ab0d-bc7c12b36810","resolution":{"observed_at":"2026-08-05T23:05:47.489961Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.479223Z","title":"The making and breaking of camouflage,","venue":null,"work_id":"e3bd97bb-315c-45db-a643-f8f175e59b75","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:38.262500Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:4fe614aacbb8524aff00fdd61e4a3362ced56edaf3d58be30fd38a5962320b90","observation_id":"2d7d408b-1ea8-4a3b-ab65-e1f10210589a","resolution":{"observed_at":"2026-08-05T23:05:47.481953Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.470958Z","title":"Decoupling and integration network for camouflaged object detection,","venue":null,"work_id":"e70a8561-f525-400a-94d1-3ce59961e64f","year":2024},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:38.360805Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:fd08f08b73351b0a5fe3a98f3b740adcfcb456aa2c9322d6e408541d10c0324a","observation_id":"df30a34b-0d5b-48c5-8b86-a5a2a917c039","resolution":{"observed_at":"2026-08-05T23:05:47.473938Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.463055Z","title":"Salient object detection techniques in computer vision—a survey,","venue":null,"work_id":"3f0a981e-ff82-441c-b639-5b17ab97e018","year":2020},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:38.455416Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:d51d3dffbf56aea984ec4cc6473e7cff5ee435821e237d7fe801640ca56ac46a","observation_id":"fae13a7a-7754-452a-86fc-8cb03caa373c","resolution":{"observed_at":"2026-08-05T23:05:47.465791Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.454996Z","title":"Cnn-based encoder-decoder networks for salient object detection: A comprehensive review and recent advances,","venue":null,"work_id":"249d586c-2173-4a37-9c34-3ce0d5045bf6","year":2021},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:38.567221Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:c415c4f6fdd36712f29a757808ddec7748013826252ca076b47f02ec3cb808ac","observation_id":"08720a67-485c-4837-a872-c19d264dfa93","resolution":{"observed_at":"2026-08-05T23:05:47.457915Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.438119Z","title":"Deep gradient learning for efficient camouflaged object detection,","venue":null,"work_id":"63f0ccf4-ddfd-46d1-92fa-454a93aec1fa","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:38.754565Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:59ab33474bd6a7698da140e76c3e87233521b740c0052816d8f786d9a232ef2d","observation_id":"8b085e49-7af1-46ce-b6e3-d6439b25fcab","resolution":{"observed_at":"2026-08-05T23:05:47.441120Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.430037Z","title":"Omg-seg: Is one model good enough for all segmentation?","venue":null,"work_id":"9d09601b-e92b-4eae-b284-67ea9a6a845e","year":2024},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:38.835290Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:82955a336cfd8e8427fce1b65ef273cfa244aa8020eee80de4ae22aeeee5278e","observation_id":"11353228-4a00-4b5d-b539-ee1599924726","resolution":{"observed_at":"2026-08-05T23:05:47.432872Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.421844Z","title":"Cr-fill: Generative image inpainting with auxiliary contextual reconstruction,","venue":null,"work_id":"578e8186-ef19-4433-a930-6dc8ebf76c10","year":2021},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:38.921606Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:c4524d78f4abada30dcbab04b21d64f14942ccddd4fbc3affc7aa751b0ed4034","observation_id":"920885f7-7617-4375-91e5-75b09acfed8e","resolution":{"observed_at":"2026-08-05T23:05:47.424694Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.413529Z","title":"Adashare: Learning what to share for efficient deep multi-task learning,","venue":null,"work_id":"f8e798c5-9e47-46e8-b30f-03984e37c44c","year":2020},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.055346Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:95227d46722e25c21f9ce6744994fefab6efc4dc6a982fe8349dfc2a49b9b66f","observation_id":"2efb9989-1c85-44c7-b61c-e112b266c3d0","resolution":{"observed_at":"2026-08-05T23:05:47.416389Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.404792Z","title":"Which tasks should be learned together in multi-task learning?","venue":null,"work_id":"9b0a0b1c-19b5-416c-a0bf-667973b13778","year":2020},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.162764Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:c5f68f42498f6039223401961217b27991714857d8341bc8f0efe889d5989fef","observation_id":"cf794f1f-3a8d-4577-92d2-fde4bd39fb9f","resolution":{"observed_at":"2026-08-05T23:05:47.407730Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.07770","last_updated":"2023-08-15T13:43:48Z","snapshot_observed_at":"2026-08-13T10:34:17.597915Z","submitted_at":"2023-08-15T13:43:48Z","title":"Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection","version":1},"cited_work":{"arxiv_id":"2308.07770","doi":null,"metadata_source":"pith","pith_arxiv_id":"2308.07770","snapshot_observed_at":"2026-08-05T23:05:43.801454Z","title":"Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection","venue":"cs.CV","work_id":"9ac7b99f-48fb-4e87-8d2a-aa57bb0bd2e4","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.273067Z"},"links":{"cited_paper":"/paper/2308.07770","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:118202e7bd917660a64503311726d3fff5807dc5b589a2690158ae0e48538dff","observation_id":"564ebfb1-ae80-4e58-bf1d-58ba0f8f97d7","resolution":{"observed_at":"2026-08-05T23:05:43.860928Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.04697","last_updated":"2024-07-09T15:15:21Z","snapshot_observed_at":"2026-08-13T00:59:54.058528Z","submitted_at":"2024-03-07T17:46:50Z","title":"AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors","version":2},"cited_work":{"arxiv_id":"2403.04697","doi":null,"metadata_source":"pith","pith_arxiv_id":"2403.04697","snapshot_observed_at":"2026-08-05T23:05:43.663680Z","title":"AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors","venue":"cs.CV","work_id":"6464373d-97c6-4265-8511-a3a5c5dd8446","year":2024},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.367210Z"},"links":{"cited_paper":"/paper/2403.04697","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:0f8596eb41dacef1eb6bbc880207cc14a657aa20a0b9dd6de0d01f536fb22576","observation_id":"a8a1252f-478a-4d30-90ae-dcaee9673a9a","resolution":{"observed_at":"2026-08-05T23:05:43.730266Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.396093Z","title":"A brief review on multi-task learning,","venue":null,"work_id":"0a9a3f84-5a39-4c00-adb5-ec59f1b17686","year":2018},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.427585Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:5806fa9198671a61c08f8d86787edde0558df3dde25fb2ced17ef6cd9906772f","observation_id":"2db2ee1f-3daf-43d6-aad0-8835a65c3098","resolution":{"observed_at":"2026-08-05T23:05:47.399125Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1706.05098","last_updated":"2017-06-15T21:38:12Z","snapshot_observed_at":"2026-08-13T21:53:02.384757Z","submitted_at":"2017-06-15T21:38:12Z","title":"An Overview of Multi-Task Learning in Deep Neural Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1706.05098","snapshot_observed_at":"2026-08-05T23:05:39.552044Z","title":"An overview of multi-task learning in deep neural networks,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.552044Z"},"links":{"cited_paper":"/paper/1706.05098","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:00586af5ac218d34b6475a98915c9ba4b6809765e6cf89f4a6972fea039abefd","observation_id":"ddb9bf5c-55f6-48e3-9798-80a6de6db81c","resolution":{"observed_at":"2026-08-05T23:05:39.552044Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.11424","last_updated":"2024-08-21T08:28:40Z","snapshot_observed_at":"2026-08-12T23:00:09.634748Z","submitted_at":"2024-08-21T08:28:40Z","title":"EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.11424","snapshot_observed_at":"2026-08-05T23:05:39.647069Z","title":"Emo-llama: Enhancing facial emotion understanding with instruction tuning,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.647069Z"},"links":{"cited_paper":"/paper/2408.11424","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:648582382c6c9eb0ee07b288e9e179b7101ff583d68da7e8f28698cc4b4cfb1b","observation_id":"5650b526-319e-452b-8dfc-1d18ba70473c","resolution":{"observed_at":"2026-08-05T23:05:39.647069Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.23450","last_updated":"2025-03-30T14:09:13Z","snapshot_observed_at":"2026-08-10T15:55:08.868753Z","submitted_at":"2025-03-30T14:09:13Z","title":"AU-TTT: Vision Test-Time Training model for Facial Action Unit Detection","version":1},"cited_work":{"arxiv_id":"2503.23450","doi":null,"metadata_source":"pith","pith_arxiv_id":"2503.23450","snapshot_observed_at":"2026-08-05T23:05:43.475656Z","title":"AU-TTT: Vision Test-Time Training model for Facial Action Unit Detection","venue":"cs.CV","work_id":"4ea166f9-de03-4b53-9c83-db63d73ddf75","year":2025},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.738133Z"},"links":{"cited_paper":"/paper/2503.23450","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:d955d804c47edaadd55e96af2f4e49a27a357e25687a10e5c837e78051c8e46e","observation_id":"79bdbe15-eb82-4dce-a37b-cfaa5a5cc237","resolution":{"observed_at":"2026-08-05T23:05:43.566569Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.387215Z","title":"Unit: Multimodal multitask learning with a unified transformer,","venue":null,"work_id":"48e15c0f-c2bc-4c55-9b62-41875a168e53","year":2021},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.834995Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:a9ba3528dbde7e8c39545736a63cd3efa9d58a825af2b64524239ff03887b387","observation_id":"92227399-26d7-446e-abcf-2792424befb5","resolution":{"observed_at":"2026-08-05T23:05:47.389932Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.377777Z","title":"iprivacy: Image privacy protection by identifying sensitive objects via deep multi-task learning,","venue":null,"work_id":"6a041e4d-c4f1-4780-9a7e-bd9ca38c01dc","year":2017},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:39.934144Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:303766152bbc999e568d015741fd0039248f520d3ae5ce27dc5e7e765bb1d2a7","observation_id":"87cd80a4-5330-4297-8e16-f2ea340b7d9f","resolution":{"observed_at":"2026-08-05T23:05:47.381059Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.368839Z","title":"Salience-aware face presentation attack detection via deep reinforcement learning,","venue":null,"work_id":"1680d6a7-e81d-4246-8b8f-aef5c655dc71","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.024576Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:aee543ef8301949e1ef7d0c0005c8e79334ce5dfbd6b1eafed3926fd9f9d3eca","observation_id":"f3b6c45a-aa13-40f3-acb1-ed86777b1c4d","resolution":{"observed_at":"2026-08-05T23:05:47.371920Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.23372","last_updated":"2026-05-22T03:38:02Z","snapshot_observed_at":"2026-08-14T08:29:40.209724Z","submitted_at":"2025-07-31T09:39:27Z","title":"UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.23372","snapshot_observed_at":"2026-08-05T23:05:40.089637Z","title":"Uniemo: Unifying emotional understanding and generation with learnable expert queries,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.089637Z"},"links":{"cited_paper":"/paper/2507.23372","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:bd994a9e16e0e214a1a0829f85103d9bddda429155b1014dd2ca332d37a01a4c","observation_id":"46eb64f4-f18f-4a7c-a46f-ed42b9c73369","resolution":{"observed_at":"2026-08-05T23:05:40.089637Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.04025","last_updated":"2025-08-06T02:38:02Z","snapshot_observed_at":"2026-08-14T11:26:56.441582Z","submitted_at":"2025-08-06T02:38:02Z","title":"Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.04025","snapshot_observed_at":"2026-08-05T23:05:40.177389Z","title":"Uncertainty-aware gui agent: Adaptive perception through component recommendation and human-in-the-loop refinement,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.177389Z"},"links":{"cited_paper":"/paper/2508.04025","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:d3b90718abc5b79d8d6cd4254852f348f98ff199eb3e9b316c9c793ecd6707a5","observation_id":"6e68172c-825b-4571-bda5-23e370d9287e","resolution":{"observed_at":"2026-08-05T23:05:40.177389Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.212579Z","title":"G2v2former: Graph guided video vision transformer for face anti-spoofing,","venue":null,"work_id":"49d6a647-f8e9-4e4c-a2f1-8ed343795cf6","year":2025},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.272406Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:0363e4db020672869ee91817c816558a4cc70d0205af775c439489b19f4f1696","observation_id":"76a96ad4-6793-45de-a82c-bb7739bff3a4","resolution":{"observed_at":"2026-08-05T23:05:47.269829Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.081582Z","title":"Masked au- toencoders are scalable vision learners,","venue":null,"work_id":"74d05fda-d88c-4aea-846b-a5f9a621ff2f","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.364603Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:bc83a9e8a1c39dae942b61a3586f22cc3df5d517178274045aeec14fa92f20d7","observation_id":"5fd3609a-32f8-450b-bb3c-3bd55e1665e4","resolution":{"observed_at":"2026-08-05T23:05:47.150990Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1607.06450","last_updated":"2016-07-21T19:57:52Z","snapshot_observed_at":"2026-08-14T05:15:12.190552Z","submitted_at":"2016-07-21T19:57:52Z","title":"Layer Normalization","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1607.06450","snapshot_observed_at":"2026-08-05T23:05:40.432364Z","title":"Layer normalization,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.432364Z"},"links":{"cited_paper":"/paper/1607.06450","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:a89ba059e125e4573353807aa6afa9c31b496303c780b2224f4bc8d7016010b9","observation_id":"544f22cf-08fb-42dd-8822-58fd7368a6ff","resolution":{"observed_at":"2026-08-05T23:05:40.432364Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:40.500963Z","title":"Learning to detect salient objects with image-level supervision,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.500963Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:7f7ae53cf108147a9240ebda1d7baa9190163bfa4ce9dbec896ba17736a515a0","observation_id":"52bff3c7-302c-44dc-b4ab-24000f1f2842","resolution":{"observed_at":"2026-08-05T23:05:40.500963Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.065753Z","title":"Saliency detection via graph-based manifold ranking,","venue":null,"work_id":"88b70f78-8d6b-481f-981d-82a991c9920b","year":2013},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.567807Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:63e3a06df18a8938dc76b286625aaf90f66e497ae90e547adbf110a32ceda68d","observation_id":"76a10fbb-a66a-498f-988f-577dea715a18","resolution":{"observed_at":"2026-08-05T23:05:47.068527Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.057535Z","title":"Anabranch network for camouflaged object segmentation,","venue":null,"work_id":"2c950ab9-fb81-418f-bcac-1afdcb834433","year":2019},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.637093Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:b6052eb1bf3835c7cf89eb5a1d086387651a210f4d1d37384cfb6d28209649ba","observation_id":"089297a8-a228-467c-bd9c-62af11f4601f","resolution":{"observed_at":"2026-08-05T23:05:47.060229Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.048826Z","title":"Visual saliency based on multiscale deep features,","venue":null,"work_id":"354ddccb-6da8-40d8-8cc7-49ae1b703942","year":2015},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.748604Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:3d3f816254b719712d39b38fbcb1dbfd2722c08dcd06d060e94351754fe2248d","observation_id":"6365ddb1-0462-4f8b-b43d-59f1ff885a02","resolution":{"observed_at":"2026-08-05T23:05:47.052062Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.040323Z","title":"Hierarchical image saliency detection on extended cssd,","venue":null,"work_id":"bf5490a3-eb93-45b0-b8af-301fe261f1ef","year":2015},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.842408Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:b7740299cd5794375cce287eb03d4d96e9651d3d0776c603d107acd7b920e44b","observation_id":"dc3730c2-dafc-4376-9b1d-22939824152c","resolution":{"observed_at":"2026-08-05T23:05:47.043245Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.032168Z","title":"The secrets of salient object segmentation,","venue":null,"work_id":"b797612b-6db1-4fe8-92bd-817d6b7891b5","year":2014},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:40.938995Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:6ef75cca17a22a93806c3b0ee82f2a12b0f1eec39eeea3664a20f952fcee51f1","observation_id":"536d32f8-f0da-427e-8baf-c021540727fd","resolution":{"observed_at":"2026-08-05T23:05:47.034881Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.023410Z","title":"Animal camouflage analysis: Chameleon database,","venue":null,"work_id":"9f0ecd3e-ca40-4640-a7de-da54db26620b","year":2018},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.001041Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:8677f0a3d6cf9dab2aeb3153816b7db6782f8a57812111d475e8af5bafb2fdc7","observation_id":"b29f4362-0d7b-4222-a3ef-61f8204a005a","resolution":{"observed_at":"2026-08-05T23:05:47.026219Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.013961Z","title":"Simultaneously localize, segment and rank the camouflaged objects,","venue":null,"work_id":"a6a77681-8b9a-4fb9-b43d-d57640ff8633","year":2021},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.095257Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:257d9b7d75231d9135367c913b12acaeb52ba18167698eea17c54589a90f2294","observation_id":"c6c4d5c7-bc72-41a9-800e-ec51e2f7aa87","resolution":{"observed_at":"2026-08-05T23:05:47.017193Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.005048Z","title":"Label decoupling framework for salient object detection,","venue":null,"work_id":"2a1a3789-72be-4eb9-8a10-1238cbee1105","year":2020},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.158744Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:2f2479c53b7fc222c5bbdbb0b1a79d74a505a9799b0f04d683dcbe11826d58b5","observation_id":"1ae408c4-9a9a-4c53-9f56-8d27db36a7ed","resolution":{"observed_at":"2026-08-05T23:05:47.007835Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:46.996016Z","title":"Boundary-guided camou- flaged object detection,","venue":null,"work_id":"147941c8-a93d-4ff5-b9db-d9d8fdf50ecb","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.247345Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:8e2701de064183e80d4c8cbc8bceb4bc6d851d5a0961636936c935281146140d","observation_id":"1c75a313-f201-469f-931c-32f0c57150ef","resolution":{"observed_at":"2026-08-05T23:05:46.999148Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:46.884489Z","title":"Selfreformer: Self-refined network with trans- former for salient object detection,","venue":null,"work_id":"4ca67644-e5ec-4720-ab8e-55d5c25037e8","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.347653Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:4817e5bced92c57580cb01dac619978521c887c2f16c6156fa64353840d3fdd8","observation_id":"9f04a0d9-c67e-4e2f-b2a2-15faa9101473","resolution":{"observed_at":"2026-08-05T23:05:46.989779Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:46.564764Z","title":"Unsupervised do- main adaptive salient object detection through uncertainty-aware pseudo- label learning,","venue":null,"work_id":"1e364e9a-6850-44bc-847a-eb0750033d14","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.433941Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:32ab4eea9548b09332b9d6e7aa1de4ed52c1a5f88a13b092875e19f60ceb4d13","observation_id":"3a181e37-9733-4787-bde4-d0a12d08b143","resolution":{"observed_at":"2026-08-05T23:05:46.715290Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:46.404411Z","title":"Weakly-supervised salient object detection using point supervision,","venue":null,"work_id":"f97b2842-1f2c-46ee-9936-7e6c1fe8fa53","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.537114Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:16cdaafc9643dacdd9bfa68c0fef9bdbfef3d7b546ac0376f90c3657a6679e75","observation_id":"a6d329ee-40ed-424e-8e91-87466dd1bfc9","resolution":{"observed_at":"2026-08-05T23:05:46.498777Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:41.638718Z","title":"Boosting broader receptive fields for salient object detection,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.638718Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:db1244986a243f01263cc95426a8bafbc6d60bc2e3d799565e93ca6252d583c4","observation_id":"1db5f99d-0a26-4387-92f9-bda7d092194b","resolution":{"observed_at":"2026-08-05T23:05:41.638718Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:46.162929Z","title":"Texture-guided saliency distilling for unsupervised salient object detection,","venue":null,"work_id":"3c36e269-fce5-4932-bff6-44d40170f239","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.752001Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:85b993f999607ad2d4111e5a3738adb06b564c816e1166ed635ac9fb02f02c64","observation_id":"d3919097-78f3-4fd4-be5a-341990ec62b9","resolution":{"observed_at":"2026-08-05T23:05:46.268688Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:45.909127Z","title":"Concealed object detec- tion,","venue":null,"work_id":"1250c7a9-aa47-49b0-93e3-775d68f0f7fd","year":2021},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.859365Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:cf8de7980b9d039205aa9eeb52233f4f05918a64b7b9dad64208eac577b796dd","observation_id":"b5751bca-4e70-46b7-a69b-0353751e7906","resolution":{"observed_at":"2026-08-05T23:05:46.040734Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:47.446704Z","title":"I can find you! boundary-guided separated attention network for camouflaged object detection,","venue":null,"work_id":"34286e81-21b5-4709-86c7-163af128c2aa","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.935731Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:de0a204c0c2234a8188346213ae9641f624b3526fb1f8d5322c1a1c7c93cff30","observation_id":"d09f412f-de06-4abf-893b-77f41440547c","resolution":{"observed_at":"2026-08-05T23:05:47.449535Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:45.697124Z","title":"Osformer: One-stage camouflaged instance segmentation with trans- formers,","venue":null,"work_id":"5a44d0f6-1223-4777-91af-85b31f3d9f67","year":2022},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:41.969582Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:f76a4bc7ce4ac5c32e33b83fb97ac6a233a3415a6e8370d3e5ad89d0a0c05d51","observation_id":"31c3b11c-307e-4beb-b9f9-486dbef913e5","resolution":{"observed_at":"2026-08-05T23:05:45.820514Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.08924","last_updated":"2024-12-07T09:22:35Z","snapshot_observed_at":"2026-08-13T10:33:06.101846Z","submitted_at":"2023-08-17T11:30:46Z","title":"Frequency Perception Network for Camouflaged Object Detection","version":2},"cited_work":{"arxiv_id":"2308.08924","doi":null,"metadata_source":"pith","pith_arxiv_id":"2308.08924","snapshot_observed_at":"2026-08-05T23:05:43.158788Z","title":"Frequency Perception Network for Camouflaged Object Detection","venue":"cs.CV","work_id":"8c7b6bb5-5b03-4437-a3a4-c87c0e100cb6","year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:42.066536Z"},"links":{"cited_paper":"/paper/2308.08924","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:26ae7b4dc9b0d7c38bfa5e791d9a37ba0816d8cd11afd838df39d7be1cc7534f","observation_id":"a2fe2459-71af-4237-aa8a-03968ff145bf","resolution":{"observed_at":"2026-08-05T23:05:43.285098Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:45.510472Z","title":"Decoupling and integration network for camouflaged object detection,","venue":null,"work_id":"08bd296a-3bf5-479c-93dd-a5d00927484b","year":2024},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:42.088370Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:6334c3463d7be720e9f81bc5ca0cfda3ba550b8cbbf1d7fef983c8a06b7e2c31","observation_id":"d02f11c4-9a9d-4995-b0e6-a4f0e24881a4","resolution":{"observed_at":"2026-08-05T23:05:45.591288Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:45.242851Z","title":"Depth-aware con- cealed crop detection in dense agricultural scenes,","venue":null,"work_id":"a7d5b8ba-33d9-4de2-9175-752111d269ca","year":2024},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:42.196854Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:cdd314e9046b01d5ea993e8cfc164d2e24c219d03f0c5f7c6c4e51484bb431c0","observation_id":"adb12b2f-7256-43a7-af01-dfdbc66bfe64","resolution":{"observed_at":"2026-08-05T23:05:45.346933Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:45.084457Z","title":"Camoformer: Masked separable attention for camouflaged object detection,","venue":null,"work_id":"12abae2e-7d51-4908-8cc6-ebdbd1ce049b","year":2024},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:42.290650Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:d69420dbc925e3ced578e5bf5fc56d1f479f78c8122ca620aff61a0627b2daac","observation_id":"0b0eee95-5bc7-4264-aa4c-b51ee5700536","resolution":{"observed_at":"2026-08-05T23:05:45.158126Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:44.896056Z","title":"Stacked conditional generative adversarial networks for jointly learning shadow detection and shadow removal,","venue":null,"work_id":"f90b9257-a4ab-4199-9916-2f2479748cb0","year":2018},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:42.383577Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:8bbd49df7d7e84bea6ce46750b3b65148fd455eb9c01afb566dbf392b058c68c","observation_id":"6e5f4727-0e9b-49db-b37e-1803ad5d510e","resolution":{"observed_at":"2026-08-05T23:05:44.996405Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T23:05:44.702308Z","title":"Large- scale training of shadow detectors with noisily-annotated shadow ex- amples,","venue":null,"work_id":"fd9c020b-d54f-46e6-858e-2cec8fa7a5a3","year":2016},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:42.480891Z"},"links":{"citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:588bb0d5ec96cb68bc1701c996ef98bb28aa1bca85d7efd28f655498930ad37c","observation_id":"fb93b744-910f-4bf6-989b-3a95d53ed93f","resolution":{"observed_at":"2026-08-05T23:05:44.777582Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-05T23:05:42.660911Z","title":"Gpt-4 technical report,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection","version":1},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-05T23:05:42.660911Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2508.06063"},"observation_digest":"sha256:0a4303fee6ed34c82cb22974000c096942fc91cf5fbc0f8db2bcbedd01d327b5","observation_id":"71769402-f8b3-45da-aa2f-635bc6c86445","resolution":{"observed_at":"2026-08-05T23:05:42.660911Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2508.06063","last_updated":"2025-08-08T06:52:54Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-14T06:14:55.704074Z","submitted_at":"2025-08-08T06:52:54Z","title":"Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection"},"reference_resolution":{"displayed":87,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":18,"verified_exact":9,"verified_fuzzy":59},"total_outbound_references":87},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 0 inbound Pith citation observations for arXiv:2508.06063."}