{"as_of":"2026-08-14T02:26:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d6e8c10f6416abbf24c78415cd0fb7b97c155c1786b92c8be95139ca5b6726dd","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":"2026-08-11T13:16:37.830725Z","state":"measured"},{"denominator":40,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":40,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-13T06:32:02.005865+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2412.13394/citation-record","integrity":"/paper/2412.13394/integrity","json":"/paper/2412.13394/citation-record.json","paper":"/paper/2412.13394"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2305.01783","last_updated":"2023-05-02T21:07:35Z","snapshot_observed_at":"2026-08-13T11:50:28.356597Z","submitted_at":"2023-05-02T21:07:35Z","title":"Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy","version":1},"cited_work":{"arxiv_id":"2305.01783","doi":null,"metadata_source":"pith","pith_arxiv_id":"2305.01783","snapshot_observed_at":"2026-08-11T13:16:37.921183Z","title":"Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy","venue":"cs.LG","work_id":"70a6252f-64db-41fe-9198-5103c9d3f332","year":2023},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.713858Z"},"links":{"cited_paper":"/paper/2305.01783","citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:c9710383a87c766389dd042b54005db577b63658fbeca8f78b8603eec2cf4295","observation_id":"dc4d8b4b-19d3-49af-9c8d-2d638ea8b3e5","resolution":{"observed_at":"2026-08-11T13:16:37.925556Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.181978Z","title":"Detecting out-of- distribution earth observation images with diffusion models,","venue":null,"work_id":"2499dd9d-1aab-420e-89ca-5e987b1ec01d","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.718800Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:afbb983a693f76bd8d18bc8fd4ff27ba1f878310917e961d64a067142c6c2607","observation_id":"54d963a5-bc57-4068-a70d-87a6de811f9c","resolution":{"observed_at":"2026-08-11T13:16:38.185090Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.172741Z","title":"Hybrid dnn-dirichlet anomaly detection and ranking: Case of burned areas discovery","venue":null,"work_id":"2c3d44a9-9860-4f8c-a828-85d6a1713ede","year":2022},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.722140Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:730bc396ec3136c3d64cac7734d4d8e9d5c661a9ba748d7c60f8bca7e38457d1","observation_id":"1c86da82-8678-4a9a-9645-0e83d83562ce","resolution":{"observed_at":"2026-08-11T13:16:38.176826Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.164676Z","title":"Extremely simple activation shaping for out- of-distribution detection","venue":null,"work_id":"d858bb01-3e9a-461d-b829-7a6158d97147","year":2023},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.725902Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:3428357a8ea301b29e293d53318f87aa7c8f79426d43015b1cf416b695ff6807","observation_id":"a8abf0ca-d141-4430-8acd-c7b3aaf11d8a","resolution":{"observed_at":"2026-08-11T13:16:38.167696Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.154952Z","title":"Nng-mix: Improving semi-supervised anomaly detection with pseudo-anomaly generation","venue":null,"work_id":"aea643a6-f5b4-4428-9f53-a76b0c290d1d","year":2024},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.729504Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:b4256bbf8e96ab52f437360d4a49381d04b26bf92b5ab56b85841839f700d831","observation_id":"47d5ee47-c2ad-4708-a82a-94baa2029a5e","resolution":{"observed_at":"2026-08-11T13:16:38.158315Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.146439Z","title":"Out-of-distribution detection in satellite image classification, 2021","venue":null,"work_id":"79582902-9354-4192-a21f-086f94a843ec","year":2021},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.732841Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:2a95710f708d72f06c4f7706218742c543d018171783f14966967fab028b52ba","observation_id":"287c1ae9-81b5-4a14-ab15-909f23c7db68","resolution":{"observed_at":"2026-08-11T13:16:38.149675Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.137269Z","title":"Handling unexpected inputs: incorporating source-wise out-of-distribution detection into SAR-optical data fusion for scene classification","venue":null,"work_id":"7377fd49-64e8-4d13-86e8-46ac93314190","year":2023},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.737158Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:a70a3be638f4f4e1d3afbaa28424211215ba866d3e9af9e48bc53991a47dfc93","observation_id":"bf9c6c6e-8405-4a82-89b6-d04aa310bd0e","resolution":{"observed_at":"2026-08-11T13:16:38.140402Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.13141","last_updated":"2024-07-18T03:57:08Z","snapshot_observed_at":"2026-08-12T23:19:52.348914Z","submitted_at":"2024-07-18T03:57:08Z","title":"Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression","version":1},"cited_work":{"arxiv_id":"2407.13141","doi":null,"metadata_source":"pith","pith_arxiv_id":"2407.13141","snapshot_observed_at":"2026-08-11T13:16:37.908816Z","title":"Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression","venue":"cs.LG","work_id":"449b4fda-65b3-4f4e-b962-3175d4870f21","year":2024},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.740531Z"},"links":{"cited_paper":"/paper/2407.13141","citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:cc751bf9d200df48caaad550521f8e04928ba3124134cb6f05bfa799b2a00ada","observation_id":"7acf6f94-c910-43c3-844c-754a05da529e","resolution":{"observed_at":"2026-08-11T13:16:37.912847Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.743217Z","title":"On calibration of modern neural networks","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.743217Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:53bc613d618b0a8e947b7d1a36b22fa76ca729fd2a1fb59f1408a918bf4e0e9d","observation_id":"141a57af-f6c0-4efd-b7fb-9dd5bea8e3f3","resolution":{"observed_at":"2026-08-11T13:16:37.743217Z","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":"2026-08-11T13:16:38.123486Z","title":"xbd: A dataset for assessing building dam- age from satellite imagery, 2019","venue":null,"work_id":"f93204f2-6e07-4ac3-8af7-ff516f14df0f","year":2019},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.745397Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:d7f8da3ea21b98a28ff21afc629a9c156da5d8d59bae75f9df8058cb43585237","observation_id":"bef92047-439f-4f8a-82d2-de6dc9c07bb4","resolution":{"observed_at":"2026-08-11T13:16:38.126361Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.114661Z","title":"Delving deep into rectifiers: Surpassing human-level per- formance on imagenet classification","venue":null,"work_id":"7e6e041b-fc82-4172-a6c7-4ab27288c8f8","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.747866Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:d4a94a649b7f982dee5e41a0832de9386402fc67a7b76f994fcd4bac542242a9","observation_id":"831fe72c-197a-499f-ab39-720a19b588d9","resolution":{"observed_at":"2026-08-11T13:16:38.118235Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.107332Z","title":"Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification, 2019","venue":null,"work_id":"9085ed43-d1d1-407b-84e3-4cc00822d92d","year":2019},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.750500Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:57ec569d3dd4ef1a672ad79e79ae40050c8832552a1257e647fec48be0f54006","observation_id":"6f639be1-5a32-402f-b3b0-aa74922791e6","resolution":{"observed_at":"2026-08-11T13:16:38.109895Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1610.02136","last_updated":"2018-10-03T07:32:57Z","snapshot_observed_at":"2026-08-02T06:41:33.803920Z","submitted_at":"2016-10-07T04:06:01Z","title":"A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1610.02136","snapshot_observed_at":"2026-08-11T13:16:37.753082Z","title":"A baseline for detect- ing misclassified and out-of-distribution examples in neural networks","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.753082Z"},"links":{"cited_paper":"/paper/1610.02136","citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:34d5d4d0f6ef9a979e6a95e43d59ed452b248a0b54940e47ccdad433e54bc550","observation_id":"ec5d28fd-cc8a-4052-bf0e-17cc394116fe","resolution":{"observed_at":"2026-08-11T13:16:37.753082Z","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":"2026-08-11T13:16:38.100717Z","title":"Lavista Ferres, and Jennifer Marcus","venue":null,"work_id":"2bc6a6a7-ebd7-425f-86d9-29793c8ef356","year":2024},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.755841Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:07f1b80ca118c3c5a9b96c7b4e50f149abe45304d3c33bf9caee1798d436e6f1","observation_id":"76afa5b8-90c9-440a-a3c4-8cd61444ca46","resolution":{"observed_at":"2026-08-11T13:16:38.103378Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.093094Z","title":"How accurate are existing land cover maps for agri- culture in sub-saharan africa? Scientific Data, 11(1):486,","venue":null,"work_id":"3a42c251-aa52-4b3b-9770-f28cc3d7d2e0","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.757995Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:fbf3d7eecde14311a949c86254b82394a370372a203ca18e2e137cb84fc3e58f","observation_id":"554a87df-41a9-4de6-840f-8c297622e51a","resolution":{"observed_at":"2026-08-11T13:16:38.096210Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.00179","last_updated":"2024-03-29T22:24:12Z","snapshot_observed_at":"2026-08-13T00:41:46.145820Z","submitted_at":"2024-03-29T22:24:12Z","title":"Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels","version":1},"cited_work":{"arxiv_id":"2404.00179","doi":null,"metadata_source":"pith","pith_arxiv_id":"2404.00179","snapshot_observed_at":"2026-08-11T13:16:37.890379Z","title":"Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels","venue":"cs.CV","work_id":"a6fcd8c2-ecad-417d-94d6-44bb2a9c1ba4","year":2024},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.760726Z"},"links":{"cited_paper":"/paper/2404.00179","citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:6165b604d4c6a0f88ee9642a9c52023e0869a0fa80520f91c1d16f5d6aba7313","observation_id":"42144403-1467-4822-98ab-c587b1041f0f","resolution":{"observed_at":"2026-08-11T13:16:37.893506Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.083769Z","title":"Wilds: A benchmark of in-the- wild distribution shifts","venue":null,"work_id":"576c8663-7253-4c85-b7ee-111a0275405d","year":2021},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.763996Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:75acf7f537b598da906c6e86412e6204428b014f523edc25641ee21a5b9919be","observation_id":"18dae45c-b0ad-44d2-9c8d-9983a2e6e155","resolution":{"observed_at":"2026-08-11T13:16:38.087493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.766607Z","title":"Imagenet classification with deep convolutional neural net- works","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.766607Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:8eded369b5a9ee0cbf8c5b23cf4c71e64abecdf4601de6b84ab142865a140df1","observation_id":"ebb0df30-1f66-4c28-a5b6-c58d460a8098","resolution":{"observed_at":"2026-08-11T13:16:37.766607Z","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":"2026-08-11T13:16:38.070613Z","title":"A simple unified framework for detecting out-of-distribution samples and adversarial attacks, 2018","venue":null,"work_id":"842c3d63-a24d-448c-8fe2-5116ea7cae11","year":2018},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.769470Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:4e69ea87d443d6c79e4709fd509dc51ef48d6fe10bdc8317b159088881e7c292","observation_id":"d3460271-9a4b-4e98-b303-aab7f963d46b","resolution":{"observed_at":"2026-08-11T13:16:38.074431Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.060274Z","title":null,"venue":null,"work_id":"f821cd0f-61a4-47e8-b948-b3cbc014b320","year":2020},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.772498Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:0c222e5626d1b0e56526aafd29b6d8a27876db9325fc5cb795084888e7e84cd1","observation_id":"56405eab-2979-4bbe-9ee0-f1a71398c7ee","resolution":{"observed_at":"2026-08-11T13:16:38.064417Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.051141Z","title":"Owens, and Yixuan Li","venue":null,"work_id":"e3660a56-2041-40e5-b032-9f23ef3b15fb","year":2021},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.775662Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:7c68f41cc50797b1aeeb7af897496ade45025f97227ba77963844dace77484f5","observation_id":"2a9aed33-9048-46b5-b9de-59ffd0f85f61","resolution":{"observed_at":"2026-08-11T13:16:38.054433Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.043084Z","title":"Owens, and Yixuan Li","venue":null,"work_id":"71fce373-f8e3-461a-8e6c-d37db704d556","year":2021},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.778016Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:a00d84773cbb78d1428e3db06b58aa80971c96ebe80649009fa20a00e70015f9","observation_id":"4b3d04fb-0239-4c88-820b-4070e356577b","resolution":{"observed_at":"2026-08-11T13:16:38.046343Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.035043Z","title":"Revisiting the calibration of modern neu- ral networks, 2021","venue":null,"work_id":"9913d163-d967-4c04-b0cb-5161a4a0e8a5","year":2021},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.781602Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:0287c5ad82484603c40ad9cb6b88120b3156bb27692418be6f0dad54a4b7e785","observation_id":"b1834192-c621-4a5e-ba28-6f9881384419","resolution":{"observed_at":"2026-08-11T13:16:38.038029Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.784310Z","title":"Deep neural networks are easily fooled: High confidence predictions for unrecognizable images","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.784310Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:a9f3bd623722710885d1005394bf214836d4df730646faf342b9ae57ceef811c","observation_id":"f09594ff-27ed-4a4b-8715-06b5e8f5b11c","resolution":{"observed_at":"2026-08-11T13:16:37.784310Z","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":"2026-08-11T13:16:38.021962Z","title":"Detection of out- of-distribution samples using binary neuron activation pat- terns, 2023","venue":null,"work_id":"336f4b75-eeaf-416a-a619-0c91f51a4d1d","year":2023},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.786910Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:a2fd2b24339c957209a661ceea20b9bff97a6f45775db227a0bba2593be11f58","observation_id":"6c3f1ec4-a842-46f8-8b5b-73801e8c6af7","resolution":{"observed_at":"2026-08-11T13:16:38.025702Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.01444","last_updated":"2024-02-02T14:36:50Z","snapshot_observed_at":"2026-08-13T04:28:20.988348Z","submitted_at":"2024-02-02T14:36:50Z","title":"Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.01444","snapshot_observed_at":"2026-08-11T13:16:37.789443Z","title":"Mission critical–satellite data is a dis- tinct modality in machine learning","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.789443Z"},"links":{"cited_paper":"/paper/2402.01444","citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:fa5adbefbd0fcdef164eda563e20138286679fba8657af43e9c618a63ade4075","observation_id":"cd84784e-c568-47d8-941d-d0c1e6bae4a6","resolution":{"observed_at":"2026-08-11T13:16:37.789443Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2203.08549","last_updated":"2022-03-16T11:22:23Z","snapshot_observed_at":"2026-08-13T16:22:06.570556Z","submitted_at":"2022-03-16T11:22:23Z","title":"Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.08549","snapshot_observed_at":"2026-08-11T13:16:37.792587Z","title":"Is it all a cluster game?–exploring out- of-distribution detection based on clustering in the embed- ding space","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.792587Z"},"links":{"cited_paper":"/paper/2203.08549","citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:77d5a245fe9615c2a3a9f0d2d60b9af31d8c4344946bcb89bc91018688475cac","observation_id":"a8a9b7dd-634c-4fd1-b633-e2b0d5072564","resolution":{"observed_at":"2026-08-11T13:16:37.792587Z","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":"2026-08-11T13:16:38.013315Z","title":"mi- crosoft/planetarycomputer: October 2022, 2022","venue":null,"work_id":"3beec287-b963-4d20-87af-a81513f2db95","year":2022},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.795804Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:599be9eaecb25946f10915ff950d9e9544b7d526787b847c58ab93777d59df3d","observation_id":"295c7b94-ee3a-4bb3-aca2-1346f3af746d","resolution":{"observed_at":"2026-08-11T13:16:38.016683Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:38.003780Z","title":"Dice: Leveraging sparsification for out-of-distribution detection, 2022","venue":null,"work_id":"5bed9ac0-03a4-466f-baf9-f99aa6b921f6","year":2022},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.798319Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:e8e8a20973c56a43d3af9030c1429415e5b7cbd8944347b39b29f96e10b4d33e","observation_id":"ee4bd21f-a5a0-4dd7-a0f4-3b3d1669c87d","resolution":{"observed_at":"2026-08-11T13:16:38.007829Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.994532Z","title":"React: Out-of- distribution detection with rectified activations, 2021","venue":null,"work_id":"3907a060-2095-4ef8-b89f-1337610d3d7e","year":2021},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.800868Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:83e97c3160c6d344384692adcfe0dd4dd449df48a7bf620a83a02158311bf9e2","observation_id":"fce9b020-cd42-410e-8a41-fede678f6209","resolution":{"observed_at":"2026-08-11T13:16:37.998347Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1312.6199","last_updated":"2014-02-19T16:33:14Z","snapshot_observed_at":"2026-07-06T03:31:33.797310Z","submitted_at":"2013-12-21T03:36:08Z","title":"Intriguing properties of neural networks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1312.6199","snapshot_observed_at":"2026-08-11T13:16:37.803484Z","title":"Intriguing properties of neural networks","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.803484Z"},"links":{"cited_paper":"/paper/1312.6199","citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:6117a592afa9de04fb7c3e2d27e480dd5b4b676eae74db28cd764cc7b0470145","observation_id":"5955aeb1-65bd-440f-8fa8-fbaaf560db7a","resolution":{"observed_at":"2026-08-11T13:16:37.803484Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2012.04550","last_updated":"2021-04-07T16:47:17Z","snapshot_observed_at":"2026-08-09T06:58:09.932303Z","submitted_at":"2020-12-08T16:43:07Z","title":"In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness","version":3},"cited_work":{"arxiv_id":"2012.04550","doi":null,"metadata_source":"pith","pith_arxiv_id":"2012.04550","snapshot_observed_at":"2026-08-11T13:16:37.856304Z","title":"In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness","venue":"cs.LG","work_id":"4823b368-7a81-4fc0-9f60-3c967afe991d","year":2020},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.806515Z"},"links":{"cited_paper":"/paper/2012.04550","citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:42b3f04dfa8e94c9dbffe7d3dfefbe2b0834c1143d12bedb449085ad77542d4f","observation_id":"d264beaa-cef7-4366-8406-e6e5ce5324ac","resolution":{"observed_at":"2026-08-11T13:16:37.861385Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.979123Z","title":"EuroSAT EuroSAT [12] is a scene classification dataset derived from Sentinel-2 satellite images, covering various loca- tions across Europe","venue":null,"work_id":"deb44ba0-d645-408c-82d7-597d52c9b449","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.812280Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:12728b80a03631de931fb37e3c513a85d35624c1ccf3087ea2c7e79e48dce873","observation_id":"179bca33-69be-42d9-a7fc-e0a3dd462981","resolution":{"observed_at":"2026-08-11T13:16:37.982177Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.972781Z","title":null,"venue":null,"work_id":"d54607a8-8fb3-4cfd-ae2e-b634fd6421fe","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.815947Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:541e2518e5137171cf1e916881213d01f5771d2f804676b1a86a52ce56712a50","observation_id":"2da69790-f765-40c4-a93d-788bc81cd876","resolution":{"observed_at":"2026-08-11T13:16:37.975298Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.965133Z","title":null,"venue":null,"work_id":"0bd8fb28-027d-4c8f-a9c8-d2ebbd1b5459","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.819827Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:52aa11c4df41a2e3459914f152bcd06b0785ec66bf1afdf73029f7401ce675a0","observation_id":"f18d9ff3-3c5f-4d5d-a53a-fb587b1105dc","resolution":{"observed_at":"2026-08-11T13:16:37.967999Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.955479Z","title":null,"venue":null,"work_id":"0aba4d98-a550-4b93-ba7f-fd7df63bda95","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.822881Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:f506fbff5aae29da27525e79562fcab2ed268ace106171c1ffc4d7870e321b75","observation_id":"59ad5b6f-3853-45ba-bff6-c7d08218334a","resolution":{"observed_at":"2026-08-11T13:16:37.958319Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.946507Z","title":null,"venue":null,"work_id":"538c3272-1abd-4ea3-89fa-61c6f6dd71f8","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.825282Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:2759f19e3f1ba052429d9f308cd06b1a781651ac56abd02a576005d714c57323","observation_id":"0239ee82-acb2-4d45-a226-c13c1cc23476","resolution":{"observed_at":"2026-08-11T13:16:37.949318Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.938677Z","title":"We summarize the OOD detection performance across all experiments on the EuroSAT and xBD datasets un- der different downsampling methods in Table 6, using the FPR95 metric","venue":null,"work_id":"aa83d408-3a47-4a2a-ae68-49c80adef21a","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.827938Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:94ebac2847495e943f90dd4921a7bf1b4ca2eeceb54e6e6b8998a3306289d0d1","observation_id":"c660b613-ebca-4961-8d35-d4d4a225af93","resolution":{"observed_at":"2026-08-11T13:16:37.941918Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.930567Z","title":"The model f trains on 9 classes (excludingForest) and tests on Forest","venue":null,"work_id":"d21a6f95-7c76-4a57-b39a-81b7317d4a34","year":1970},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.830725Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:b9c07f60845f0db28d4f6cabca5a30007da07e7c7e03820872841f2d1652d326","observation_id":"b09e3a60-5dd2-4b08-bcf1-cff64d973692","resolution":{"observed_at":"2026-08-11T13:16:37.933629Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+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":"2026-08-11T13:16:37.986968Z","title":"Next, we evaluate the impact of various design choices, including layer selec- tion, downsampling methods, classifiers, and surrogate la- bel assignment hyperparameters","venue":null,"work_id":"810dc3d6-71be-4bf9-85e8-f30d0a997365","year":null},"citing_paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation","version":2},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-11T13:16:37.809368Z"},"links":{"citing_paper":"/paper/2412.13394"},"observation_digest":"sha256:39619253ba380022848aea6b581fce4c83ff4fe93a0861f95267599d28fa0181","observation_id":"3bbc542c-890e-46c6-96b9-7d8ba3e61186","resolution":{"observed_at":"2026-08-11T13:16:37.989639Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.13394","last_updated":"2025-04-08T21:00:47Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-11T13:08:17.038436Z","submitted_at":"2024-12-18T00:10:44Z","title":"Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation"},"reference_resolution":{"displayed":40,"state_counts":{"malformed_identifier":2,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":11,"verified_exact":4,"verified_fuzzy":23},"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":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2412.13394."}