{"as_of":"2026-08-19T16:10:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:708285930741262b05f89eb61a0dd5d143ac3a19c3bb38fb9c35fecc8748831e","coverage":[{"denominator":50,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":50,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T11:14:56.678893Z","state":"measured"},{"denominator":51,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":51,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+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":"2026-08-03T03:09:19.673622Z","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":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.16952","snapshot_observed_at":"2026-08-03T03:09:19.673622Z","title":"doi: https://doi.org/10.1016/j.patcog","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2602.08986","last_updated":"2026-06-09T20:27:48Z","snapshot_observed_at":"2026-08-14T23:58:52.627971Z","submitted_at":"2026-02-09T18:34:17Z","title":"Improving Detection of Rare Nodes in Hierarchical Multi-Label Learning","version":2},"reference_index":2011,"source":"pdf_text","source_observed_at":"2026-08-03T03:09:19.673622Z"},"links":{"cited_paper":"/paper/2504.16952","citing_paper":"/paper/2602.08986"},"observation_digest":"sha256:2047e59bf8d7e800d4c18206109043af9fd0b3b4f93187726174ea9a5ef46de5","observation_id":"28df6a78-5c43-48df-880c-75bc96343623","resolution":{"observed_at":"2026-08-03T03:09:19.673622Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2504.16952/citation-record","integrity":"/paper/2504.16952/integrity","json":"/paper/2504.16952/citation-record.json","paper":"/paper/2504.16952"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:56.427986Z","title":", author Pourpanah, F","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.427986Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:8345ac4d4c99e45820c2e0594a1d26888cd6128c0cf92eb78b072a9c3d6bdec2","observation_id":"2ce7ed4b-c5a3-4295-83b5-a278c6ccdfed","resolution":{"observed_at":"2026-08-16T11:14:56.427986Z","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":"2026-08-16T11:14:57.958595Z","title":", author Hill, N","venue":null,"work_id":"b13cc2ab-cd35-4da0-a8b5-4b9c38452b1c","year":2014},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.433840Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:946b629c882492a2f756ab72bbc3ad7d927643ff047271cb28c16ea1b34e0969","observation_id":"ac6e250d-92ec-4a8a-ba72-07e7bc17f41e","resolution":{"observed_at":"2026-08-16T11:14:57.963385Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:56.439199Z","title":", author Hill, N","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.439199Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:a2bcaa8658cf6f28eb8d6bfd1a862f07db8997f0eddce4ac0af518794953a288","observation_id":"a610b7a8-029a-4671-932d-e5d7a829a6c7","resolution":{"observed_at":"2026-08-16T11:14:56.439199Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.16314","last_updated":"2023-09-28T10:09:15Z","snapshot_observed_at":"2026-08-18T17:02:35.427562Z","submitted_at":"2023-09-28T10:09:15Z","title":"A Primer on Bayesian Neural Networks: Review and Debates","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.16314","snapshot_observed_at":"2026-08-16T11:14:56.444483Z","title":", author Pitas, K","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.444483Z"},"links":{"cited_paper":"/paper/2309.16314","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:48c3c5b01633248ac3a8ac16fdd7db4e2468e2b1ad78de3b85ac0a1194867b7e","observation_id":"21987ec0-091c-4a42-8b9e-b376672152f0","resolution":{"observed_at":"2026-08-16T11:14:56.444483Z","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":"2023.12288","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:57.724478Z","title":", author Hobley, B","venue":null,"work_id":"6eb13b10-855b-4405-81a9-a1047abbddd1","year":2023},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.449468Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:e9a1886c1a25051a47fe92d1f1785848622b0595ed2573a09b0fddaa771833fe","observation_id":"1588813f-4826-449c-a9b2-21c0d64f8bd1","resolution":{"observed_at":"2026-08-16T11:14:57.732056Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:56.453817Z","title":", author Treibitz, T","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.453817Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:2a19121a578b9f985d7c670353eaa4fe22b70a9142b81dae1525b261fe471b36","observation_id":"f73ad196-5898-4acb-86c3-3a1657eedc93","resolution":{"observed_at":"2026-08-16T11:14:56.453817Z","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":"2026-08-16T11:14:57.832562Z","title":", author Chen, J.P","venue":null,"work_id":"5a72f0ac-a5b0-4fec-b271-381096826cb0","year":2019},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.459468Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:d5e25cbec4e4f2df533bffddc4845adb9f92675dc82fafe36b30c28ed93104a0","observation_id":"9c35439c-8c99-482c-99c5-c997a91f4f99","resolution":{"observed_at":"2026-08-16T11:14:57.837626Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:56.464380Z","title":", author Sameoto, J.A","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.464380Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:fc2aece0c3850ef617ec1e0baa88267d03f885371bf5d5d8c987a438240c0ede","observation_id":"3b2c33ff-8b53-4aef-ab9e-7328ef3abeee","resolution":{"observed_at":"2026-08-16T11:14:56.464380Z","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":"10.1016/j.ecss.2011.02.007","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:57.152336Z","title":", author Smith, S.J","venue":null,"work_id":"9520bd7b-1c3e-4f6d-879e-4734bd7ab142","year":2011},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.469162Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:942d043c5c2fa14af2ba871354c56e3508ec6b4f43ee08bbb98092d0260207a4","observation_id":"6564cfc1-60f6-41aa-823d-0a4495042c7f","resolution":{"observed_at":"2026-08-16T11:14:57.157669Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2010.11929","last_updated":"2021-06-03T13:08:56Z","snapshot_observed_at":"2026-08-16T09:25:53.087782Z","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":"2026-08-16T11:14:56.474125Z","title":", author Beyer, L","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.474125Z"},"links":{"cited_paper":"/paper/2010.11929","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:8cb52ac7dd37afa81d5eb1db5b26598e6d899d0324ff5d95b20b1cce42cf425c","observation_id":"70acb806-389d-4e7e-8c43-8b8cf68d4001","resolution":{"observed_at":"2026-08-16T11:14:56.474125Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2110.13511","last_updated":"2022-07-04T07:29:39Z","snapshot_observed_at":"2026-08-18T17:37:54.149877Z","submitted_at":"2021-10-26T09:12:23Z","title":"AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.13511","snapshot_observed_at":"2026-08-16T11:14:56.479764Z","title":", author Maulik, R","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.479764Z"},"links":{"cited_paper":"/paper/2110.13511","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:df5c9730b30810adad04d6ffbef80fc32566e751a1f4dcf23e1d8a3d5db5ab27","observation_id":"d34dfd2b-e457-4ca1-ab30-5c57961148b0","resolution":{"observed_at":"2026-08-16T11:14:56.479764Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1506.02142","last_updated":"2016-10-04T16:50:26Z","snapshot_observed_at":"2026-08-17T19:37:04.082178Z","submitted_at":"2015-06-06T12:30:43Z","title":"Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1506.02142","snapshot_observed_at":"2026-08-16T11:14:56.487195Z","title":", author Ghahramani, Z","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.487195Z"},"links":{"cited_paper":"/paper/1506.02142","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:d284526627d3fd051298305dbd1813ef70fd1d4069046ec161e96b89fa20ee61","observation_id":"6eded830-1bd6-4819-a6dc-fbbf44188e7e","resolution":{"observed_at":"2026-08-16T11:14:56.487195Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1705.07832","last_updated":"2017-05-22T16:25:02Z","snapshot_observed_at":"2026-08-17T19:39:37.826081Z","submitted_at":"2017-05-22T16:25:02Z","title":"Concrete Dropout","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1705.07832","snapshot_observed_at":"2026-08-16T11:14:56.494018Z","title":", author Hron, J","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.494018Z"},"links":{"cited_paper":"/paper/1705.07832","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:ba66627845b075a11bfe7fee6fa4cb03405d93fe9abfd73842c97d07b3303cf1","observation_id":"41569dde-8e5e-4447-91db-0153e43e962b","resolution":{"observed_at":"2026-08-16T11:14:56.494018Z","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":"2026-08-16T11:14:56.498661Z","title":", author Tassi, C.R.N","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.498661Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:c8d42609d427bad875c0189b4a46024288d43027b56f5b65fbd094b4666d6506","observation_id":"b0075a23-3e9f-4e24-b843-af7425d97d42","resolution":{"observed_at":"2026-08-16T11:14:56.498661Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1706.04599","last_updated":"2017-08-03T13:29:46Z","snapshot_observed_at":"2026-08-15T12:29:38.248604Z","submitted_at":"2017-06-14T17:33:50Z","title":"On Calibration of Modern Neural Networks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1706.04599","snapshot_observed_at":"2026-08-16T11:14:56.503138Z","title":", author Pleiss, G","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.503138Z"},"links":{"cited_paper":"/paper/1706.04599","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:39e13b622dbd16c7aa43062f86f45bace636b1f1c2236dbc2596f1cd7bc88926","observation_id":"5ea783b7-97a9-4369-a0d4-1fbf5081195a","resolution":{"observed_at":"2026-08-16T11:14:56.503138Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.11599","last_updated":"2024-04-17T17:50:24Z","snapshot_observed_at":"2026-08-18T12:59:42.896133Z","submitted_at":"2024-04-17T17:50:24Z","title":"Variational Bayesian Last Layers","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.11599","snapshot_observed_at":"2026-08-16T11:14:56.508668Z","title":", author Willes, J","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.508668Z"},"links":{"cited_paper":"/paper/2404.11599","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:934634c40472bd18d92e10532bbc1a516b355365250e66d468c69f92f6c2c50b","observation_id":"924da48c-e67c-4f96-9f09-11340bff84ba","resolution":{"observed_at":"2026-08-16T11:14:56.508668Z","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":"2026-08-16T11:14:56.513982Z","title":", author Zhang, X","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.513982Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:2151fee1177a9ab108fd8f95d56f8c7dac904fed630bd036cf2cc5b1c3c53d49","observation_id":"f228d6da-acfb-4fe4-852d-1dc57a2acee1","resolution":{"observed_at":"2026-08-16T11:14:56.513982Z","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":"10.3390/info14070420","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:57.018133Z","title":", author Wright, D","venue":null,"work_id":"e65199eb-71a6-4165-af89-43d53c2c9b76","year":2023},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.518822Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:84ce8c1ae6b4cfb69c2596b91bfd57c688485d425d8bd2a5fd4e72377df19f0d","observation_id":"4336f4be-5bb9-4384-8081-938a92d051ac","resolution":{"observed_at":"2026-08-16T11:14:57.023242Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1704.00109","last_updated":"2017-04-01T02:42:55Z","snapshot_observed_at":"2026-08-18T05:17:30.688437Z","submitted_at":"2017-04-01T02:42:55Z","title":"Snapshot Ensembles: Train 1, get M for free","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1704.00109","snapshot_observed_at":"2026-08-16T11:14:56.524494Z","title":", author Li, Y","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.524494Z"},"links":{"cited_paper":"/paper/1704.00109","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:2390d6ec831fcb47247a9f8ca7569deba1982ab36adaefc8bcbe00bd3dedcbd3","observation_id":"e40312d0-fe0c-4b0e-84de-16c7e61852d0","resolution":{"observed_at":"2026-08-16T11:14:56.524494Z","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":"10.1016/j.csr.2010.03.012","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:56.986409Z","title":", author Brooke, B.P","venue":null,"work_id":"882ba692-f5b3-4f01-bce1-dafc3d5307f2","year":2011},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.529473Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:9ef655ee4eba5577b282345430b4b1228d634d9c640c34de33f48ec63d8158f5","observation_id":"3537de6e-5652-44ff-b35a-5a09ae94dab2","resolution":{"observed_at":"2026-08-16T11:14:56.991376Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"portal/7383298","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:57.654838Z","title":", author Johansen, A.S","venue":null,"work_id":"c374479c-01d5-40a2-96e9-f4b62e2215ab","year":2024},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.534434Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:fb547695f4f8fb6078902f4813fd960c64acc77610f62a8d7a7af1c4abcfd90a","observation_id":"4c272659-a59e-4d59-939c-17f13e830d20","resolution":{"observed_at":"2026-08-16T11:14:57.662518Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:56.539194Z","title":", author Waegeman, W","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.539194Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:ca78ab37b8dc351c5ccb328d99982171508f5b24af06b080bcbb184ad2e034d8","observation_id":"fd54789a-9400-4072-9c45-25326e0d6cb9","resolution":{"observed_at":"2026-08-16T11:14:56.539194Z","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":"2664.14408","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:57.578023Z","title":", author Althaus, F","venue":null,"work_id":"2255350e-17db-44fa-8c14-5fdf46935ae3","year":2023},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.543988Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:fdf6d8b048c6111810cd8a293e7b903d273da9fcee5a5ed202ee0b91ae69442e","observation_id":"5d742d44-52c6-4119-b15b-77b71aa2851d","resolution":{"observed_at":"2026-08-16T11:14:57.586276Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:56.549087Z","title":", author Buntine, W","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.549087Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:65376b931c18610ee5a619e0dedd17f6495bcc6c3299180e070edf08a60411fe","observation_id":"42be2e97-bb7b-44b5-bd2d-1228789ce595","resolution":{"observed_at":"2026-08-16T11:14:56.549087Z","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":"2026-08-16T11:14:56.553980Z","title":", author Orenstein, E","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.553980Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:02e3209abc6c60ffd6bbce61d2de088926071ba47c35b5bf8affb5a32221dddc","observation_id":"adbf6a9c-1412-4fe5-96f3-dd59f86031dc","resolution":{"observed_at":"2026-08-16T11:14:56.553980Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1612.01474","last_updated":"2017-11-04T01:33:43Z","snapshot_observed_at":"2026-08-14T21:27:03.331491Z","submitted_at":"2016-12-05T18:54:43Z","title":"Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1612.01474","snapshot_observed_at":"2026-08-16T11:14:56.558849Z","title":", author Pritzel, A","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.558849Z"},"links":{"cited_paper":"/paper/1612.01474","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:e7cb048786c966fe09d4e70bf2bffbac60c03c640d664902319ea93644650fa7","observation_id":"b779f51b-6e19-4aca-8732-10c47c04650a","resolution":{"observed_at":"2026-08-16T11:14:56.558849Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1511.06314","last_updated":"2015-11-19T19:19:58Z","snapshot_observed_at":"2026-08-17T10:42:22.281044Z","submitted_at":"2015-11-19T19:19:58Z","title":"Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1511.06314","snapshot_observed_at":"2026-08-16T11:14:56.564142Z","title":", author Purushwalkam, S","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.564142Z"},"links":{"cited_paper":"/paper/1511.06314","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:6ff29970bba51f685e4fb75199f634165b7234b4a05be2305086dd1e61f42295","observation_id":"cc178c81-9856-4663-8f85-75544f84b6e6","resolution":{"observed_at":"2026-08-16T11:14:56.564142Z","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":"10.1007/978-981-19-6375-9","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-17T11:03:46.409680Z","title":", editor Wang, F","venue":null,"work_id":"c3374c4f-1980-44e7-8afa-359687bdee4f","year":2023},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.569636Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:ab9c6d78ad220b5e75d71c2e45bb8bcb5015e3c02f0ec9a4658359741fc85c83","observation_id":"9cc42cda-10f5-4d03-a332-f3b742b3edaf","resolution":{"observed_at":"2026-08-16T11:14:56.925115Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:56.574628Z","title":", author Wang, L","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.574628Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:58a128b49259d47dd94b75055b63c7033fefd4205b8456abe712653ed228fef5","observation_id":"1e1815c1-1a95-4883-af6e-97704a20a661","resolution":{"observed_at":"2026-08-16T11:14:56.574628Z","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":"2026-08-16T11:14:57.816866Z","title":", author Kumar, M","venue":null,"work_id":"8e15e336-d8bb-4522-ad6d-dfafca9b8ef5","year":2016},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.579884Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:8ef4498a055942ed7264afb3c5c99f1bfb27621159ea107f18a7f164264fc29c","observation_id":"ddca3518-dc2f-4108-9b16-10f8c02544eb","resolution":{"observed_at":"2026-08-16T11:14:57.822390Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:56.585324Z","title":", author Misiuk, B","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.585324Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:a820ca0aca1a86e5e2e8632ffd755735906a1c2727e0894741bc8a2c81dd1fc5","observation_id":"f1cc5d12-ed20-4978-9097-f7468a960f92","resolution":{"observed_at":"2026-08-16T11:14:56.585324Z","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":"2023.10859","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:57.450158Z","title":", author Brown, C.J","venue":null,"work_id":"566326ba-ed5d-4b06-a0b4-4764b62eaa6c","year":2024},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.589738Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:95db5495c890b7cc125c7800c4af6a2e7f4011573a8d9743dbca7e7a87fcf7ae","observation_id":"3a064278-a5a2-43ac-a21a-e3736aefa707","resolution":{"observed_at":"2026-08-16T11:14:57.457894Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.20383/103.0614","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:56.895405Z","title":", author Lowe, S","venue":null,"work_id":"df1e9a89-b71c-4b60-8a7c-65ee09b7a8ba","year":2024},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.594034Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:67492990a2bfe1a78f504336b23fa068125315fd90e670e52a1daeff1137c04f","observation_id":"e3e15c13-ef63-47ad-a4a9-85f21316c9d3","resolution":{"observed_at":"2026-08-16T11:14:56.900005Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:57.791888Z","title":", year 1995","venue":null,"work_id":"11738ca9-824e-4700-bac4-bb86d2e2d8eb","year":1995},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.598717Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:7946372e5f2c01622e1c5c0e78f492fc4f1bf89d4ea4dc96cbea5404ab48ce58","observation_id":"3bf93004-1b64-44cb-b0e5-085239640134","resolution":{"observed_at":"2026-08-16T11:14:57.796740Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1906.02530","last_updated":"2019-12-17T21:30:28Z","snapshot_observed_at":"2026-08-14T16:19:54.931006Z","submitted_at":"2019-06-06T11:42:53Z","title":"Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1906.02530","snapshot_observed_at":"2026-08-16T11:14:56.603065Z","title":", author Fertig, E","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.603065Z"},"links":{"cited_paper":"/paper/1906.02530","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:f199161f316aacc0c95f132cdb278f9c66096c5cb3c026f58ca4910fa18dca4e","observation_id":"30378148-d471-4cda-8b0f-906075abe3fb","resolution":{"observed_at":"2026-08-16T11:14:56.603065Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1810.05546","last_updated":"2020-02-26T12:21:59Z","snapshot_observed_at":"2026-08-15T11:33:08.228407Z","submitted_at":"2018-10-12T14:26:34Z","title":"Uncertainty in Neural Networks: Approximately Bayesian Ensembling","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1810.05546","snapshot_observed_at":"2026-08-16T11:14:56.607665Z","title":", author Leibfried, F","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.607665Z"},"links":{"cited_paper":"/paper/1810.05546","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:3238d41b4d620ae8b5cf43836baffa36d2e18bfdf8aea6bd7b5255fad6409124","observation_id":"9497ba89-95ee-4294-ae63-689e095b17bc","resolution":{"observed_at":"2026-08-16T11:14:56.607665Z","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":"2026-08-16T11:14:57.775209Z","title":"title MNIST","venue":null,"work_id":"711ccfcf-4419-48c2-89fd-bf607c890cde","year":2025},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.612520Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:18bdb1fdb21b97c745e2f464385a7c8cca7fe07447f9a5aa7b7432b4b04b1d48","observation_id":"f7bbbe96-a023-4d71-ba92-af346eb1856b","resolution":{"observed_at":"2026-08-16T11:14:57.780731Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:57.759236Z","title":"title OneCycleLR","venue":null,"work_id":"2cbbae4c-637b-4947-a874-05c4aa74f94c","year":2025},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.617465Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:de37184df1aacb9a75e79e1a33accc3fddfd5679c0808c8b06614fcb62328bda","observation_id":"6fdd9202-535d-4cd7-9379-08267c69a8b2","resolution":{"observed_at":"2026-08-16T11:14:57.764076Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1038/s41598-020-69201-w","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:56.848244Z","title":", author Dubinsky, Z","venue":null,"work_id":"7a895494-8b05-4bbb-8777-b51404804054","year":2020},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.623073Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:fd569cb3b2193ceff1b57f0df80758ffe196b9be26e3d2eebc055f58cf2989ec","observation_id":"89515072-8c4f-4888-b167-1145772f58d3","resolution":{"observed_at":"2026-08-16T11:14:56.853123Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1409.1556","last_updated":"2015-04-10T16:25:04Z","snapshot_observed_at":"2026-08-17T19:17:06.411141Z","submitted_at":"2014-09-04T19:48:04Z","title":"Very Deep Convolutional Networks for Large-Scale Image Recognition","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1409.1556","snapshot_observed_at":"2026-08-16T11:14:56.627966Z","title":", author Zisserman, A","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.627966Z"},"links":{"cited_paper":"/paper/1409.1556","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:646421036fde9f38d0aa787244ebd72779b7b4efa809619df8a9a950b03cb2de","observation_id":"523bde38-791c-4e97-9576-d1db7ce0fcaa","resolution":{"observed_at":"2026-08-16T11:14:56.627966Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1708.07120","last_updated":"2018-05-17T17:40:34Z","snapshot_observed_at":"2026-08-18T21:01:09.888427Z","submitted_at":"2017-08-23T17:51:57Z","title":"Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1708.07120","snapshot_observed_at":"2026-08-16T11:14:56.633002Z","title":", author Topin, N","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.633002Z"},"links":{"cited_paper":"/paper/1708.07120","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:e04bd2b023a319e2b1a37544c3163678b2fa6aedb93a4c914522daca3e8c2202","observation_id":"d295b4b9-3549-4cfd-9394-8b64425a3f11","resolution":{"observed_at":"2026-08-16T11:14:56.633002Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.15758","last_updated":"2024-12-20T10:24:08Z","snapshot_observed_at":"2026-08-14T23:29:46.766184Z","submitted_at":"2024-12-20T10:24:08Z","title":"Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles","version":1},"cited_work":{"arxiv_id":"2412.15758","doi":"10.48550/arxiv.2412.15758","metadata_source":"pith","pith_arxiv_id":"2412.15758","snapshot_observed_at":"2026-08-16T12:16:17.039197Z","title":"Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles","venue":"cs.LG","work_id":"4bbd12bf-09a2-4553-951d-55b03b623917","year":2024},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.638190Z"},"links":{"cited_paper":"/paper/2412.15758","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:f078203bc0a51f3477449d6d3c63f0b904322d88c832b915eb1e93335bb31ee2","observation_id":"f7941f25-947e-4cf4-a0f9-b3b7f15ec55e","resolution":{"observed_at":"2026-08-16T11:14:56.805750Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1512.00567","last_updated":"2015-12-11T20:27:50Z","snapshot_observed_at":"2026-08-14T22:20:24.332982Z","submitted_at":"2015-12-02T03:44:38Z","title":"Rethinking the Inception Architecture for Computer Vision","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1512.00567","snapshot_observed_at":"2026-08-16T11:14:56.644137Z","title":", author Vanhoucke, V","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.644137Z"},"links":{"cited_paper":"/paper/1512.00567","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:113be8c5f8b8736ac8e6316c6fbd2b2a4ab57f565ae08acbf9b765b66a3441f8","observation_id":"e80706b6-af37-41a6-a0dc-cc8d33304b0e","resolution":{"observed_at":"2026-08-16T11:14:56.644137Z","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":"2026-08-16T11:14:57.742478Z","title":", year 2023","venue":null,"work_id":"35bbc034-cf8f-4c97-a0b2-08b5867912a8","year":2023},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.649185Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:37b211e27c0aa81ec3f453ca6701fc83320361a6d233a2c6597089551ff26953","observation_id":"74466064-662d-4cff-8d2d-5d1c93601264","resolution":{"observed_at":"2026-08-16T11:14:57.748740Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2205.09310","last_updated":"2022-06-24T05:32:06Z","snapshot_observed_at":"2026-08-18T17:38:34.133271Z","submitted_at":"2022-05-19T03:45:18Z","title":"Mitigating Neural Network Overconfidence with Logit Normalization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2205.09310","snapshot_observed_at":"2026-08-16T11:14:56.654292Z","title":", author Xie, R","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.654292Z"},"links":{"cited_paper":"/paper/2205.09310","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:4b2749063765391446bde15c0e684d45e54b8066e6479230c2470f140d8affd2","observation_id":"34803f4e-19f0-4e04-b638-f81e2f7a9e16","resolution":{"observed_at":"2026-08-16T11:14:56.654292Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2002.06715","last_updated":"2020-02-20T03:38:44Z","snapshot_observed_at":"2026-08-18T17:38:33.778586Z","submitted_at":"2020-02-17T00:00:59Z","title":"BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2002.06715","snapshot_observed_at":"2026-08-16T11:14:56.660237Z","title":", author Tran, D","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.660237Z"},"links":{"cited_paper":"/paper/2002.06715","citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:2cf8c2f0e714e38f31a202eca88976fccf2d0dbc0507bc6ed12537f1e71cb0cd","observation_id":"fbad9dfd-552f-46e3-a66b-725763774074","resolution":{"observed_at":"2026-08-16T11:14:56.660237Z","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":"10.1038/s41559-020-1259-6","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T11:14:56.727283Z","title":", author Dai, M","venue":null,"work_id":"1415319a-aad0-4392-b65c-aa151df9ced6","year":2020},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.665623Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:07930627de378ac0179d79120896653695d6fb95c1a4dc8c1ae7c97a39446ce1","observation_id":"a53c2546-9131-4a6e-977f-50cf9d3a0ac6","resolution":{"observed_at":"2026-08-16T11:14:56.731816Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-16T11:14:56.670010Z","title":", author Ma, Z","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.670010Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:6b05efdc918c541fd65ff43cda2f1881445d868661f8d88185266cfe41b2cec2","observation_id":"e29d1274-9ad3-48bc-84c3-31381dec51f5","resolution":{"observed_at":"2026-08-16T11:14:56.670010Z","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":"2026-08-16T11:14:56.674678Z","title":", author Misiuk, B","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.674678Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:91e8950c2e40e459c00e34ca03bc7fe1f5f0a6e3469d854ca3c6efde84ce5088","observation_id":"8d30c452-9ad3-4be7-bd3d-b911d05b5066","resolution":{"observed_at":"2026-08-16T11:14:56.674678Z","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":"10.1007/s00530-020-00695-0","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-18T11:03:46.223893Z","title":", author Rahman, A.U","venue":"Multimedia Systems","work_id":"512ab024-5122-4350-bdf2-0ce22f2258d4","year":2021},"citing_paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery","version":2},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-16T11:14:56.678893Z"},"links":{"citing_paper":"/paper/2504.16952"},"observation_digest":"sha256:929b1f3b889e7bea6f65ff24295927d8e44ae9b164b2d88c5a6257c23e5b2912","observation_id":"c3325825-5ca5-4465-b373-9255c88e8a2f","resolution":{"observed_at":"2026-08-16T11:14:56.716268Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2504.16952","last_updated":"2026-06-02T19:12:17Z","latest_version":2,"primary_category":"q-bio.QM","snapshot_observed_at":"2026-08-18T17:37:53.115050Z","submitted_at":"2025-04-22T19:34:17Z","title":"Last-layer committee machines for uncertainty estimations of benthic imagery"},"reference_resolution":{"displayed":50,"state_counts":{"malformed_identifier":0,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":30,"verified_exact":11,"verified_fuzzy":7},"total_outbound_references":50},"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":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2504.16952."}