{"as_of":"2026-08-10T15:20:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ed94d89dff3b9f47c53a7a416fce649e0df296de030cc1a4176f0683dc6bf102","coverage":[{"denominator":40,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":40,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T05:30:34.201909Z","state":"measured"},{"denominator":41,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":41,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T20:20:35.851104Z","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":[{"citation":{"cited_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.01731","snapshot_observed_at":"2026-08-03T20:20:35.851104Z","title":"Spectralx: Parameter-efficient do- main generalization for spectral remote sensing foundation models.arXiv preprint arXiv:2508.01731, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.20302","last_updated":"2026-06-17T13:44:19Z","snapshot_observed_at":"2026-08-10T02:12:40.380732Z","submitted_at":"2025-11-25T13:41:59Z","title":"CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation","version":3},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-03T20:20:35.851104Z"},"links":{"cited_paper":"/paper/2508.01731","citing_paper":"/paper/2511.20302"},"observation_digest":"sha256:52676e92e85c7559c9df8c063e436f5efcb84dcab3638c9e13980a3524c66cc7","observation_id":"a78c9aec-41f7-42f2-9107-4a71616e982a","resolution":{"observed_at":"2026-08-03T20:20:35.851104Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2508.01731/citation-record","integrity":"/paper/2508.01731/integrity","json":"/paper/2508.01731/citation-record.json","paper":"/paper/2508.01731"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:30:38.585623Z","title":"Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape,","venue":null,"work_id":"b8852429-4e54-4b5c-a18b-619c76739e10","year":2023},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:30.969923Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:5c6aeccbd4f831a1582e82d8f8a7992d2ee7f2a3c8441f69bd66fb7a304fdc56","observation_id":"82b06f70-a9f9-4c1b-b531-5a130c80d532","resolution":{"observed_at":"2026-08-06T05:30:38.667264Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:38.368745Z","title":"A human-machine collaborative approach measures economic development using satellite imagery,","venue":null,"work_id":"306fc597-355a-421d-8230-68afeddd729d","year":2023},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.045708Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:8cb90559f0d049e43e3fea7d40d62f1e05ca8a36b7cd9c8a2659070d3a4ae8ca","observation_id":"fac316a1-1ac8-4bd5-850f-79af9d41d4ac","resolution":{"observed_at":"2026-08-06T05:30:38.474701Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:38.223059Z","title":"War city profiles drawn from satellite images,","venue":null,"work_id":"7ac501a4-1929-47bc-9144-2a9e8892eb30","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.200206Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:e72023afbca05ed6ce90cfb65c9a5e0e253a37564f29528d7957dbfe6f5c2b2e","observation_id":"c5c7067e-c458-4b81-870a-88ddfe41ff30","resolution":{"observed_at":"2026-08-06T05:30:38.278464Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:38.064975Z","title":"Landsat-8: Science and product vision for terrestrial global change research,","venue":null,"work_id":"224800b8-065f-49de-af3e-fd4a1d866195","year":2014},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.284270Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:29b8948655026430cedd01591cb4f10134271f4d81a77139cc8dda44db4c47b7","observation_id":"3a16312e-5a5b-46c0-af21-d85cc53e7802","resolution":{"observed_at":"2026-08-06T05:30:38.119641Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:37.891423Z","title":"The enmap spaceborne imaging spectroscopy mission for earth observation,","venue":null,"work_id":"d9aa6b36-14ef-4cbc-b60f-f632304e7995","year":2015},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.325409Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:82857d282381e190293655bca61814a8d9ff9a40c5fac983d7af1bfc5867ea39","observation_id":"59b105e4-861a-45aa-9057-bc8ee98b7a34","resolution":{"observed_at":"2026-08-06T05:30:37.955558Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:37.663975Z","title":"Whu-ohs: A benchmark dataset for large- scale hersepctral image classification,","venue":null,"work_id":"8bb30f1e-65af-4e84-ab5d-b8edea9d5b2e","year":2022},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.390375Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:ec465c3e5bb18126c725a4ff50198e3b36b7ab641c45a5a3310b4cd952aeda18","observation_id":"2afa2fb0-ee44-4a78-a855-e2e001756677","resolution":{"observed_at":"2026-08-06T05:30:37.792272Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:31.472714Z","title":"A simple framework for contrastive learning of visual representations,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.472714Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:ad715edbfbe42ebbf39cd65c5434342d48b30f0ab78a553c926fa995f3b17591","observation_id":"f2703fb6-45a4-440d-8573-8033bd1e512c","resolution":{"observed_at":"2026-08-06T05:30:31.472714Z","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":"2026-08-06T05:30:31.578943Z","title":"Masked au- toencoders are scalable vision learners,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.578943Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:f808c9666b29c6f0fd54c09d61b5286804cd781bdec48e79e6d9af03f0c5b30c","observation_id":"eb745c80-e665-45e9-82a7-09062cc0b3b3","resolution":{"observed_at":"2026-08-06T05:30:31.578943Z","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":"2026-08-06T05:30:31.621416Z","title":"Momentum contrast for unsupervised visual representation learning,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.621416Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:358463cb2e094ef3250eaac0dd318104e3667f258de3f0fc8c7223f3af06a192","observation_id":"807592e7-577e-436b-819d-89096561269b","resolution":{"observed_at":"2026-08-06T05:30:31.621416Z","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":"2026-08-06T05:30:37.504259Z","title":"Learning transferable visual models from natural language supervision,","venue":null,"work_id":"6dafe37d-c42e-4738-b42e-892a27b79d0a","year":2021},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.732852Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:9ead399c47193ab285dd5946caa51f024b5883f861afb07df28fb7fa38e6d026","observation_id":"faca6774-1266-4d82-b134-26c7eb4dd99b","resolution":{"observed_at":"2026-08-06T05:30:37.558586Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:37.299800Z","title":"Segment anything,","venue":null,"work_id":"96097b63-c150-4c33-bd2b-e1c9af2ae0ba","year":2023},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.800975Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:168fe13066edc9f8748a04705499836f7533a1975430f9291852898231441dc2","observation_id":"87eefa6e-bd3a-444f-a4bf-e787b9b142af","resolution":{"observed_at":"2026-08-06T05:30:37.368366Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:31.877034Z","title":"Emerging properties in self-supervised vision transformers,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.877034Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:6f55c2adce8671dfac4b32feb04afa876f05e45bf39fcd816f32df2ca94a6bb6","observation_id":"ce7e18e5-5b53-42c5-bd25-9359231c3b7e","resolution":{"observed_at":"2026-08-06T05:30:31.877034Z","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":"2026-08-06T05:30:37.140593Z","title":"Towards geospatial foundation models via continual pretraining,","venue":null,"work_id":"953e7bd2-c62a-4ea1-9193-7eb31acda1e8","year":2023},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.918864Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:764c507e79efdf4d7e2497845ecb928ab60222e33ab3f016feac0b3d54c00809","observation_id":"d3d7c034-190a-405a-af29-4857ff573a05","resolution":{"observed_at":"2026-08-06T05:30:37.203244Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:37.005940Z","title":"Scale-mae: A scale-aware masked autoencoder for multiscale geospatial representation learning,","venue":null,"work_id":"b0237ab8-a01c-40aa-8969-2e97571f5e43","year":2023},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:31.939154Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:5e855194d0c4a85c4ac144036418d9fd18607518cd50ff0f53db37abffb5f2bc","observation_id":"5cbad200-a224-4c02-8c99-16269e62611a","resolution":{"observed_at":"2026-08-06T05:30:37.057074Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:36.885095Z","title":"Cross-scale mae: A tale of multiscale exploitation in remote sensing,","venue":null,"work_id":"f99589b1-a764-4244-be87-f3a549bd4670","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.005949Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:b3811d3ef384bbf7abbaccffb9486ffb928112db05efa5caf905dfb1ca44604f","observation_id":"f959a834-901f-4d7d-98bc-68075686b2f2","resolution":{"observed_at":"2026-08-06T05:30:36.965530Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:32.114035Z","title":"Satmae: Pre-training transformers for temporal and multi-spectral satellite imagery,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.114035Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:aac5a383a1764fca2cd8fc9e06a239f022424836c0760e0aa792c01630643675","observation_id":"843ebec8-828e-4e7e-8efc-663ddffa7b9b","resolution":{"observed_at":"2026-08-06T05:30:32.114035Z","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":"2026-08-06T05:30:36.736979Z","title":"Rethinking transformers pre-training for multi-spectral satellite imagery,","venue":null,"work_id":"60821da9-7fae-4450-b0b4-574bca1bb5ad","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.178033Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:f487ae8cfcde186b92656ae1705dd107a5c05eab7645d360df64043c118bddf6","observation_id":"b14a14a2-c4f6-4e79-9a69-6b4a2ed856d4","resolution":{"observed_at":"2026-08-06T05:30:36.791817Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:36.658537Z","title":"Spectralgpt: Spectral remote sensing foun- dation model,","venue":null,"work_id":"2eab91f3-af42-4560-9319-1a22aad7a17d","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.214945Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:ccda93f0f58ddbca9acf64bffae16a425e0494140bc09cdda53d7cb8f576fb5d","observation_id":"6f0f326c-acff-40ac-8cdf-7335fd9164a3","resolution":{"observed_at":"2026-08-06T05:30:36.682312Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.11519","last_updated":"2025-04-01T15:14:22Z","snapshot_observed_at":"2026-08-10T03:58:29.121390Z","submitted_at":"2024-06-17T13:22:58Z","title":"HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.11519","snapshot_observed_at":"2026-08-06T05:30:32.312349Z","title":"Hypersigma: Hyperspectral intelligence comprehension foundation model,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.312349Z"},"links":{"cited_paper":"/paper/2406.11519","citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:739a7068f75aa8c654c057bb75b6f7ed0d60541f24087f429e2b8c9bcb674b39","observation_id":"e23b3f2e-ba35-47fa-8b55-2348a2bf838c","resolution":{"observed_at":"2026-08-06T05:30:32.312349Z","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":"2026-08-06T05:30:32.393931Z","title":"LoRA: Low-rank adaptation of large language models,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.393931Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:2cf42b18e364e2dd2d9f758a5620ef2fec63ad433c7810d011bde9a7221a4582","observation_id":"9d84bdd3-f8ff-46ae-99fe-26bd70358dab","resolution":{"observed_at":"2026-08-06T05:30:32.393931Z","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":"2026-08-06T05:30:36.534160Z","title":"Parameter efficient fine-tuning via cross block orchestration for segment anything model,","venue":null,"work_id":"3c86009f-5981-4240-8478-f5b9abbbcf91","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.499556Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:49d2a5582092d68c3c2ee3df2cc69edfe91e795f18460adb7bc8eb8803eff501","observation_id":"5adadfae-735b-4f81-abe4-17d0f7922e92","resolution":{"observed_at":"2026-08-06T05:30:36.593454Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:36.416394Z","title":"Airs: Adapter in remote sensing for parameter-efficient transfer learning,","venue":null,"work_id":"daf4dbb3-bc54-48ab-973c-e3cacdf41e14","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.610503Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:c772bd1879b4d69c3aee84256b3b4581ddbe7a9612c2c8f8506670393ae5e5ae","observation_id":"351726f8-11aa-43cd-9bac-110fc6d1b0b6","resolution":{"observed_at":"2026-08-06T05:30:36.470424Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:36.243408Z","title":"Global land-cover mapping with weak supervision: Outcome of the 2020 ieee grss data fusion contest,","venue":null,"work_id":"4a5a9dfe-e2d5-47d5-a7e3-2f71c0df4c50","year":2020},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.707642Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:9282873e93de5852b57d8fffb130b27a8e59cb8f9063f574d52542a0e276e7f5","observation_id":"1e096179-ebe6-4211-be82-258a6f8b688b","resolution":{"observed_at":"2026-08-06T05:30:36.312756Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:36.105297Z","title":"Cnn, rnn, or vit? an evaluation of different deep learning architectures for spatio-temporal representation of sentinel time series,","venue":null,"work_id":"b7748ef1-9dd3-43f5-a6bc-11d91563ea02","year":2022},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.820363Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:2dfa8d82b3fde7a9c5c10073a5c7932b20a4d3082cb178261fb9b7f8375dbfbb","observation_id":"ce42b392-7824-4625-b3b7-82d86d88df61","resolution":{"observed_at":"2026-08-06T05:30:36.191885Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:35.955056Z","title":"Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks,","venue":null,"work_id":"85dae3c2-7947-4bbe-b6ce-c586b4d48a58","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:32.937626Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:5038487f8a5b158a7556d9f926abb5c02af292f7384efc56aa3eb99c92576c0c","observation_id":"bc92e353-3123-4012-8a33-018a3c137a49","resolution":{"observed_at":"2026-08-06T05:30:36.025717Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:33.056678Z","title":"Neural plasticity-inspired multimodal foundation model for earth observation,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.056678Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:63c753497227672e0e480bd10e5a76643c684d55585a1aefa1b8b72fd5676b4b","observation_id":"c2249ee1-6883-4140-8cd0-1139d334f49e","resolution":{"observed_at":"2026-08-06T05:30:33.056678Z","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":"2026-08-06T05:30:35.813268Z","title":"Geo- bench: Toward foundation models for earth monitoring,","venue":null,"work_id":"788dd4c8-c45d-46cf-a911-e917998d36ee","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.151607Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:f55c8f7ca7ec7d2008ad613d38b70a368a60ae249bc2b06d24f64876dce1ce73","observation_id":"9c857ffb-74c1-43c4-965c-443582b8445e","resolution":{"observed_at":"2026-08-06T05:30:35.859115Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:35.689678Z","title":"Hyperfree: A channel-adaptive and tuning-free foundation model for hyperspectral remote sensing imagery,","venue":null,"work_id":"9ac44705-9356-4519-a04f-ab1c2f92f9e4","year":2025},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.233231Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:e8cff8ca88ac1ca77a2d444b98120394fe76d64706a67d6923b4a783d1a4e7e0","observation_id":"e06b8b9c-3e18-4887-968e-056c3e584f6c","resolution":{"observed_at":"2026-08-06T05:30:35.721757Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:33.314350Z","title":"Parameter-efficient transfer learning for nlp,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.314350Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:03192a248735ca68e63939b11d9241a93fda85e24826bfa702d10b55b832a8ef","observation_id":"cfdbe9f6-7c00-4c7d-8495-d6112adaf031","resolution":{"observed_at":"2026-08-06T05:30:33.314350Z","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":"2026-08-06T05:30:33.412814Z","title":"Visual prompt tuning,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.412814Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:70ba74d0c77c270fa886459e7c595bf56d98a17d4cc8d1a19ad1fc91c4cc39b8","observation_id":"6d890eae-f0af-450a-9f1b-ed8d9f79c449","resolution":{"observed_at":"2026-08-06T05:30:33.412814Z","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":"2026-08-06T05:30:35.525950Z","title":"Dtl: Disentangled transfer learning for visual recognition,","venue":null,"work_id":"3dfb1c9b-82df-4f82-8087-0440caf04e50","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.533364Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:03bf84cdb8230b9da3d5ac5f0b73c5f55421664432f6910c02129cd85603bb47","observation_id":"0234bc46-b995-42c1-915c-399b21fb348e","resolution":{"observed_at":"2026-08-06T05:30:35.563774Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.14608","last_updated":"2024-09-16T02:54:50Z","snapshot_observed_at":"2026-08-04T09:07:42.158421Z","submitted_at":"2024-03-21T17:55:50Z","title":"Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.14608","snapshot_observed_at":"2026-08-06T05:30:33.610755Z","title":"Parameter-efficient fine-tuning for large models: A comprehensive survey,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.610755Z"},"links":{"cited_paper":"/paper/2403.14608","citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:ceb22d927fa2acdf6436f39ae9c369673ac444bf6ed7bcf1bad6e6019922506d","observation_id":"46809740-9650-4e49-b6dc-49e8a965c22f","resolution":{"observed_at":"2026-08-06T05:30:33.610755Z","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":"2026-08-06T05:30:35.391156Z","title":"Enhancing few-shot out-of-distribution detection with pre-trained model features,","venue":null,"work_id":"3ab96e3c-9605-4291-a0cf-3f29b27ca31a","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.692155Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:7e5e03056c5aaabb937d92a8e9921709eee37e9488423f4b236c17a4474c99b8","observation_id":"e27e33f5-b77f-4359-b718-817a4f2cc889","resolution":{"observed_at":"2026-08-06T05:30:35.454158Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:35.199681Z","title":"Hada: Hyper-adaptive parameter-efficient learning for multi-view convnets,","venue":null,"work_id":"c09784f8-d9d8-4259-a81b-4c5fe53726c8","year":2025},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.779379Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:4aad4e287dd6b39e8c00640e326eb8c48588ea026c6ea899b0f64cd942c95ce7","observation_id":"740a8415-d1f1-493b-882a-d1539936b2da","resolution":{"observed_at":"2026-08-06T05:30:35.268936Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:35.074192Z","title":"Parameter efficient self-supervised geospatial domain adaptation,","venue":null,"work_id":"5c96790c-8573-4ff6-8ec0-5c126957eae4","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.859991Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:bb64d07166d25db3c8069ec3002a5da17dc8e74e6361eb14d264467de07a1324","observation_id":"238c719b-e4ea-464f-b924-f92402a9c311","resolution":{"observed_at":"2026-08-06T05:30:35.127749Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:34.935243Z","title":"Alps: An auto-labeling and pre-training scheme for remote sensing segmentation with segment anything model,","venue":null,"work_id":"94d0ea3b-da70-4bae-9511-e4aec8a215bd","year":2025},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.901656Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:e451d016d2f9700be759f2c04f5800ffb55e8450331ffefb3987743330351945","observation_id":"416665ed-b2f8-4880-bcc0-1e5e8685ab1c","resolution":{"observed_at":"2026-08-06T05:30:34.980603Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:34.806247Z","title":"Unified perceptual parsing for scene understanding,","venue":null,"work_id":"5423c6fe-5e4d-4f6f-96c4-a898d60d80a3","year":2018},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:33.961088Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:6d0e420a421558ec0fefd122b1118b135d281c2b5c8fac5d8b23862efac09dbc","observation_id":"288fd89f-931e-4ce3-81a5-f8865e17d196","resolution":{"observed_at":"2026-08-06T05:30:34.845829Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:34.050373Z","title":"Spatial structure constraints for weakly supervised semantic segmentation,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:34.050373Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:a958a5e219494ff0658bcb649a7bf63964b8d8550f4fd1a3f658d2eed8c7fc20","observation_id":"17af51ef-6f44-4b4c-bad1-3491cfb83fcb","resolution":{"observed_at":"2026-08-06T05:30:34.050373Z","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":"2026-08-06T05:30:34.726520Z","title":"Energy- based domain adaptation without intermediate domain dataset for foggy scene segmentation,","venue":null,"work_id":"b55022a1-2b64-4d8f-830f-bb4c9245ba04","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:34.157336Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:22362465ed4339ecf8d834b3685ec1033a51456b3957ad3295516085abf3d2c7","observation_id":"3ba49b75-61f6-457a-a699-6be01c8c808e","resolution":{"observed_at":"2026-08-06T05:30:34.748021Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T05:30:34.569664Z","title":"Dual-stage hyperspectral image classification model with spectral supertoken,","venue":null,"work_id":"5331f7dd-550a-48bb-8b86-eb96d538ec3c","year":2024},"citing_paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T05:30:34.201909Z"},"links":{"citing_paper":"/paper/2508.01731"},"observation_digest":"sha256:a3da67ba5e7cb324732efdd600e0a37859598cf75fa12d367a3177a9a0933af0","observation_id":"d1840f0d-aa72-467d-b053-a7d6fe3c2148","resolution":{"observed_at":"2026-08-06T05:30:34.659942Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2508.01731","last_updated":"2025-08-03T12:14:38Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-08T10:56:17.090699Z","submitted_at":"2025-08-03T12:14:38Z","title":"SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models"},"reference_resolution":{"displayed":40,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":12,"verified_exact":0,"verified_fuzzy":28},"total_outbound_references":40},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2508.01731."}