{"as_of":"2026-08-21T13:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a36835681d025d7f7475cdbe94de511da2ae0e544b87de24a6f2c9c9693e1aa6","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T14:37:08.882301Z","state":"measured"},{"denominator":44,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":44,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+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":"2026-07-11T02:59:55.488773Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-07-11T03:07:52.944148Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"cited_work":{"arxiv_id":"2507.18794","doi":null,"metadata_source":"pith","pith_arxiv_id":"2507.18794","snapshot_observed_at":"2026-07-11T03:07:52.944148Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","venue":"cs.LG","work_id":"d9cfcc25-e532-4a8e-b081-882b8db99463","year":2025},"citing_paper":{"arxiv_id":"2607.05726","last_updated":"2026-07-07T01:20:52Z","snapshot_observed_at":"2026-08-19T17:09:48.314655Z","submitted_at":"2026-07-07T01:20:52Z","title":"Association Restoration Test: Revealing Restorable Shortcuts after Unlearning","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-11T02:59:55.488773Z"},"links":{"cited_paper":"/paper/2507.18794","citing_paper":"/paper/2607.05726"},"observation_digest":"sha256:6ed115ae86d6682a62e286fc935bdd0ce3c3e59f9ee679791610e0e1fe504d55","observation_id":"18ffd2fa-a4fc-4356-b61a-9a9a640f0390","resolution":{"observed_at":"2026-07-11T03:07:52.964860Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2507.18794/citation-record","integrity":"/paper/2507.18794/integrity","json":"/paper/2507.18794/citation-record.json","paper":"/paper/2507.18794"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"1902.04601","last_updated":"2019-02-12T19:32:48Z","snapshot_observed_at":"2026-08-14T17:17:19.423535Z","submitted_at":"2019-02-12T19:32:48Z","title":"Contrastive Variational Autoencoder Enhances Salient Features","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1902.04601","snapshot_observed_at":"2026-08-06T14:37:05.909245Z","title":"Contrastive variational autoencoder enhances salient features","venue":null,"work_id":null,"year":1902},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:05.909245Z"},"links":{"cited_paper":"/paper/1902.04601","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:2e677d40bfe10d721e620e8c07322994572f3c2b6adcd904ec64f0af361f1ff7","observation_id":"1eee3abe-4dc6-475c-8a60-45bc9659d56e","resolution":{"observed_at":"2026-08-06T14:37:05.909245Z","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":"2026-08-06T14:37:12.354321Z","title":"Fixing a broken elbo","venue":null,"work_id":"568c2789-1947-4761-893c-726ed850ef25","year":2018},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:05.970490Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:4d87177f9d3391cf8731d1e59b926dfe005df3893a6513db348d150e360c5f41","observation_id":"8ecb8c4f-512f-43f9-81f1-af2305e27e36","resolution":{"observed_at":"2026-08-06T14:37:12.366263Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1612.00410","last_updated":"2019-10-23T22:47:44Z","snapshot_observed_at":"2026-08-16T15:45:06.346529Z","submitted_at":"2016-12-01T20:12:40Z","title":"Deep Variational Information Bottleneck","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1612.00410","snapshot_observed_at":"2026-08-06T14:37:06.005518Z","title":"Deep variational information bottleneck","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.005518Z"},"links":{"cited_paper":"/paper/1612.00410","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:fbe7dfb59ad3bfabda3528c176b4ed254a68757536cbf3d341dbaae488bb3050","observation_id":"3cf2525d-7bec-4664-b77b-ea6a665af98c","resolution":{"observed_at":"2026-08-06T14:37:06.005518Z","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":"2026-08-06T14:37:12.255710Z","title":"From detection of individual metastases to classification of lymph node status at the patient level: the camelyon17 challenge","venue":null,"work_id":"efa2140e-5d0e-4001-86f4-ae8f3ce52c3d","year":2018},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.013439Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:69b3297cd2f5459158692510731d5d3020cf7b14d9d0a6f84a40b4decbcc5a3b","observation_id":"08565023-be3d-448b-bc08-725fed626dc9","resolution":{"observed_at":"2026-08-06T14:37:12.294751Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:12.202597Z","title":"Multi-level variational autoencoder: Learning disentangled representations from grouped observations","venue":null,"work_id":"d11a0b55-9206-4cfd-80c0-0e93ab411a49","year":2018},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.044980Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:3fb4867aae44474aa1effbb9eb355e8eeb4f9170c67f630cc86af0363057e577","observation_id":"140a6235-a5ee-4a26-86fd-7c38a8b8e90b","resolution":{"observed_at":"2026-08-06T14:37:12.228606Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1804.03599","last_updated":"2018-04-10T15:48:18Z","snapshot_observed_at":"2026-08-17T20:09:34.450047Z","submitted_at":"2018-04-10T15:48:18Z","title":"Understanding disentangling in $\\beta$-VAE","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1804.03599","snapshot_observed_at":"2026-08-06T14:37:06.071529Z","title":"Understanding disentangling in β-vae","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.071529Z"},"links":{"cited_paper":"/paper/1804.03599","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:a88c9080cd0b01b6696ff9b12891c2f6a63c887456025e2f7650ec466e88aac1","observation_id":"7ab5bf8a-d5c0-4613-90c2-98abd328509d","resolution":{"observed_at":"2026-08-06T14:37:06.071529Z","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":"2026-08-06T14:37:06.104839Z","title":"Isolating sources of disentanglement in variational autoencoders","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.104839Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:08bd22096cc5e37636cbfe56866f2f126ae28185b91f1309929d81d9b6d1352d","observation_id":"9ce54dae-ebef-49e3-9b69-3a563111934c","resolution":{"observed_at":"2026-08-06T14:37:06.104839Z","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":"2026-08-06T14:37:06.144877Z","title":"A simple framework for contrastive learning of visual representations","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.144877Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:5f91981d5db5dc1a0b4df7efde2eeb7637bf32b591afb5c31767813487ded5b5","observation_id":"ba444edd-61d3-4984-b6d9-ea808fead09b","resolution":{"observed_at":"2026-08-06T14:37:06.144877Z","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":"2026-08-06T14:37:12.054820Z","title":"Club: A contrastive log-ratio upper bound of mutual information","venue":null,"work_id":"a7e73512-de46-41e1-8abb-9f0865670a4a","year":2020},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.180369Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:235245c65f7eec2ba5c1d8f8ef04603b61edff5236bc556b4fd3b7e1fb7162eb","observation_id":"07f2fa74-2abd-4496-b68a-fe2b825dbd3c","resolution":{"observed_at":"2026-08-06T14:37:12.088584Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:11.891345Z","title":"Learning a similarity metric discriminatively, with application to face verification","venue":null,"work_id":"1818b71b-381f-4a77-bfba-6b6919e058a0","year":2005},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.196206Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:a00a0f092ee4fecd64aa51d93e82bcd91d037a4c676f8e42d7dda7624a6976d1","observation_id":"497d3025-c632-408f-ad51-23c51223753c","resolution":{"observed_at":"2026-08-06T14:37:11.935558Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:06.224748Z","title":"Elements of information theory","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.224748Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:963ef75fb37f5f570e19e3926e01c060682d7a1888a9427219df4a3adb308be8","observation_id":"9d3dcdad-8ad7-4731-8594-f067cdd03e2f","resolution":{"observed_at":"2026-08-06T14:37:06.224748Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2206.01816","last_updated":"2023-02-28T17:32:58Z","snapshot_observed_at":"2026-08-19T22:31:04.997066Z","submitted_at":"2022-06-03T20:50:54Z","title":"From $t$-SNE to UMAP with contrastive learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.01816","snapshot_observed_at":"2026-08-06T14:37:06.275061Z","title":"From t-sne to umap with contrastive learning","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.275061Z"},"links":{"cited_paper":"/paper/2206.01816","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:99b9370fa15246324e4c6a03d5b09773f1c3d019b3ef213fd2cc7ee579a243da","observation_id":"b4c98b69-1089-4694-b0b7-ccfef308e17e","resolution":{"observed_at":"2026-08-06T14:37:06.275061Z","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":"2026-08-06T14:37:11.819541Z","title":"Analyzing and improving representations with the soft nearest neighbor loss","venue":null,"work_id":"cca40fb6-ece0-44b8-a8ff-84c17b2b3e1c","year":2012},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.324745Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:89650f31ae186465bdeaab97b532de0ea27b1024ca79c6e5d3a5de3c768e0bb0","observation_id":"4dc8a399-a0eb-4fb7-9c21-95a7df559ba5","resolution":{"observed_at":"2026-08-06T14:37:11.830736Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:11.736130Z","title":"Consistency regularization for domain generalization with logit attribution matching","venue":null,"work_id":"ad197599-dd97-40fb-bedf-f2bdfc98dc3d","year":2024},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.366424Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:8c5d89e74518d8171eca1b77b2182e28b917ff36eeeae752b1a7d1034d7f413f","observation_id":"8009ba3d-285b-44e8-97aa-9a1a7edb3588","resolution":{"observed_at":"2026-08-06T14:37:11.744140Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:11.673042Z","title":"Rare event detection using disentangled representation learning","venue":null,"work_id":"a76bfec3-0f46-40c8-8daf-f2e27fb83e9e","year":2019},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.394744Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:b141de3f1b8abcf4b03fc012d37bbc20699f5e4d9559c7134fa0811da538a612","observation_id":"a4028761-7120-4ba7-aa82-326b59c98bf3","resolution":{"observed_at":"2026-08-06T14:37:11.699909Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:06.444742Z","title":"Delving deep into rectifiers: Surpassing human-level performance on imagenet classification","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.444742Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:d3da37c2095cad503260c1d74fbc456c2b93b1a2ff0159949856e166cfd253a8","observation_id":"68a898b6-37b5-4c66-81bc-2b5e712590f6","resolution":{"observed_at":"2026-08-06T14:37:06.444742Z","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":"2026-08-06T14:37:06.494745Z","title":"Momentum contrast for unsupervised visual representation learning","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.494745Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:43426756ec83a82df241c552eae83046c1a4580ce3b23289da7d5353dda29c09","observation_id":"21089f42-383d-446a-9d6f-5f192a53b0e1","resolution":{"observed_at":"2026-08-06T14:37:06.494745Z","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":"2026-08-06T14:37:11.493528Z","title":"beta-vae: Learning basic visual concepts with a constrained variational framework","venue":null,"work_id":"a5187192-c675-4538-bd88-1941aac509e3","year":2017},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.544745Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:e337774e64f9db40bb520ad3934d802c2d79ac3da38f93905b5539976e31f211","observation_id":"929c10f0-3e97-4c4b-8c6b-1650716dfa87","resolution":{"observed_at":"2026-08-06T14:37:11.546484Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1809.02383","last_updated":"2021-01-25T00:55:30Z","snapshot_observed_at":"2026-08-16T17:49:43.772464Z","submitted_at":"2018-09-07T10:00:54Z","title":"Group-based Learning of Disentangled Representations with Generalizability for Novel Contents","version":2},"cited_work":{"arxiv_id":"1809.02383","doi":null,"metadata_source":"pith","pith_arxiv_id":"1809.02383","snapshot_observed_at":"2026-08-06T14:37:09.294609Z","title":"Group-based Learning of Disentangled Representations with Generalizability for Novel Contents","venue":"cs.LG","work_id":"86eff545-34ce-4b7c-ae58-f3acbc691e66","year":2018},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.594746Z"},"links":{"cited_paper":"/paper/1809.02383","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:4e7045764a8ca8a3b3574c569a1e455488898d14e133c5fd63ef40b5659336bd","observation_id":"d5d92ea5-4cb3-4f0e-842e-36367c92f80a","resolution":{"observed_at":"2026-08-06T14:37:09.305380Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:11.386178Z","title":"An invariant form for the prior probability in estimation problems","venue":null,"work_id":"22ffccce-d974-4a7f-a274-17d7c5b03c53","year":1946},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.683488Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:145d1741c10ef58084e110a8db60ed54a338d5d4c807e03eb6203b0647402c7c","observation_id":"69e5aa72-9e28-4b13-8604-ea219cd7f355","resolution":{"observed_at":"2026-08-06T14:37:11.404747Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:06.719581Z","title":"Supervised contrastive learning","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.719581Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:399733affcff27f4e06333c5bbf0e8c197ed3cb9872d06ac2dec1339946d91cd","observation_id":"5d0a283a-33c0-48c6-ac77-e2cc30a5a00e","resolution":{"observed_at":"2026-08-06T14:37:06.719581Z","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":"2026-08-06T14:37:06.764841Z","title":"Disentangling by factorising","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.764841Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:24e7b3303029be708659d372560b4f2fe5c0c6371fe5b636a8cefa2cb1c84271","observation_id":"9ef9211e-d057-48db-a834-629dde732f8d","resolution":{"observed_at":"2026-08-06T14:37:06.764841Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1312.6114","last_updated":"2022-12-10T21:04:00Z","snapshot_observed_at":"2026-08-14T23:50:45.029465Z","submitted_at":"2013-12-20T20:58:10Z","title":"Auto-Encoding Variational Bayes","version":11},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1312.6114","snapshot_observed_at":"2026-08-06T14:37:06.894743Z","title":"Auto-encoding variational bayes","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:06.894743Z"},"links":{"cited_paper":"/paper/1312.6114","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:c90df13b06870b0f447187162f4f3b98ad3f95021c7620d858c21b66a201c0ab","observation_id":"7c86a5eb-f9a4-474e-afb6-827c934e24a0","resolution":{"observed_at":"2026-08-06T14:37:06.894743Z","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":"2026-08-06T14:37:11.160690Z","title":"Bridging the data processing inequality and function-space variational inference","venue":null,"work_id":"961cc655-8a03-4671-b766-3ebd84eb5791","year":2024},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:07.078398Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:522aad631b9651c06862b5f05d7bacdd9b9e3cb3c152ddca106956755c9ab206","observation_id":"fe5c4224-991f-46b8-aae9-35a7e0490dab","resolution":{"observed_at":"2026-08-06T14:37:11.184987Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:11.077946Z","title":"Siamese neural networks for one-shot image recognition","venue":null,"work_id":"a08af05c-e3f8-4178-8377-869ef90bef96","year":2015},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:07.164766Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:84d78d1849a55c0ab2c30b2c503dd3d5852f1cd0cd6ca55070e4ab5948c144fe","observation_id":"30599a18-7094-4695-b2f3-06e68e6de53b","resolution":{"observed_at":"2026-08-06T14:37:11.107487Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:10.944812Z","title":"Wilds: A benchmark of in-the-wild distribution shifts","venue":null,"work_id":"7d7625db-53a2-4c61-8993-157ee0ef4043","year":2021},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:07.282527Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:5911a46302cd60b302f530bf231234e65f313a33e33f6d541619e45712c258d5","observation_id":"ba301f5f-1805-4f03-99b6-b438410ea302","resolution":{"observed_at":"2026-08-06T14:37:10.994832Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:07.403739Z","title":"Gradient-based learning applied to document recognition","venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:07.403739Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:f6e15df8ef795b9f55a4c202f1e4e97ce048a0dccc88bfae25bdf1b1041056a2","observation_id":"af1aeefc-8c0d-44db-8bb5-a6e73eaeba15","resolution":{"observed_at":"2026-08-06T14:37:07.403739Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1710.03077","last_updated":"2017-10-09T13:19:27Z","snapshot_observed_at":"2026-08-19T14:46:05.270102Z","submitted_at":"2017-10-09T13:19:27Z","title":"Deeper, Broader and Artier Domain Generalization","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1710.03077","snapshot_observed_at":"2026-08-06T14:37:07.538977Z","title":"Hospedales","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:07.538977Z"},"links":{"cited_paper":"/paper/1710.03077","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:e777c871a2a6991b63ab383e5a86590eaea36a64b0a0ca2b0cde87b65782a305","observation_id":"7a00d5e5-24ea-4be5-abfd-3622b6f95c7d","resolution":{"observed_at":"2026-08-06T14:37:07.538977Z","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":"2026-08-06T14:37:07.674748Z","title":"Deep learning face attributes in the wild","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:07.674748Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:ec634c12b0254993e67d1e2f5b28d91d267ba52e1b5ff20fd27430ecf25ba79d","observation_id":"29204a51-85c4-44ac-8c8e-6f241f33d608","resolution":{"observed_at":"2026-08-06T14:37:07.674748Z","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":"2026-08-06T14:37:07.815030Z","title":"Challenging common assumptions in the unsupervised learning of disentangled representations","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:07.815030Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:e56342a6bbb484d65291d0a6b104ecebd5f1029da0033e852cdec635213303eb","observation_id":"aa29f231-ee10-46b4-ae28-e4bcad21751f","resolution":{"observed_at":"2026-08-06T14:37:07.815030Z","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":"2026-08-06T14:37:10.514886Z","title":"A commentary on the unsupervised learning of disentangled representations","venue":null,"work_id":"9cc8b176-f934-42a2-a534-d414d8dfcd6a","year":2020},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.105074Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:3704769982ba54500af46c46149adc3b9f17996282d5d87b2baa4063d1f5650e","observation_id":"902f2cc5-67ee-4110-9656-0997cf7598ae","resolution":{"observed_at":"2026-08-06T14:37:10.574822Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.06206","last_updated":"2024-04-08T14:26:52Z","snapshot_observed_at":"2026-08-16T15:16:47.578709Z","submitted_at":"2023-07-12T14:52:21Z","title":"SepVAE: a contrastive VAE to separate pathological patterns from healthy ones","version":2},"cited_work":{"arxiv_id":"2307.06206","doi":null,"metadata_source":"pith","pith_arxiv_id":"2307.06206","snapshot_observed_at":"2026-08-06T14:37:09.079815Z","title":"SepVAE: a contrastive VAE to separate pathological patterns from healthy ones","venue":"cs.CV","work_id":"ba0f64ab-6e23-45a8-9d28-ae8843aa9e20","year":2023},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.291690Z"},"links":{"cited_paper":"/paper/2307.06206","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:37e56fcb5a0158e78ed27161e0a3259cdb7acc936e8518d2439c347161156241","observation_id":"dd466ba2-a372-4a74-9036-f899c1b5f1d1","resolution":{"observed_at":"2026-08-06T14:37:09.095933Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:10.334935Z","title":"On the generalized distance in statistics","venue":null,"work_id":"ae6dff1a-082b-422f-aa0c-ef4c054f00da","year":2008},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.408359Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:31d91376541c7ca100e329d2a3dda4d0525a824b17d9dafe213c9cc118fff3ad","observation_id":"8bd15eda-d235-492b-b957-1606712923e8","resolution":{"observed_at":"2026-08-06T14:37:10.384749Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:10.224747Z","title":"Disentangling factors of variation in deep representation using adversarial training","venue":null,"work_id":"aa899674-7202-4d94-bc3d-4d0812262e8e","year":2016},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.535583Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:3cb01effd112dfd51acbb286036efc56b41754a7ada44fc7bd8dc9a107a9cc6e","observation_id":"90c89faf-0474-46df-8785-7916c897063d","resolution":{"observed_at":"2026-08-06T14:37:10.276120Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1906.02337","last_updated":"2019-06-05T22:23:43Z","snapshot_observed_at":"2026-08-14T16:20:09.671705Z","submitted_at":"2019-06-05T22:23:43Z","title":"MNIST-C: A Robustness Benchmark for Computer Vision","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1906.02337","snapshot_observed_at":"2026-08-06T14:37:08.595529Z","title":"Mnist-c: A robustness benchmark for computer vision","venue":null,"work_id":null,"year":1906},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.595529Z"},"links":{"cited_paper":"/paper/1906.02337","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:899ed0a50d210e3c72a6c613e67a5f908ee5b4d93f1f2c4b55413e999b8140a1","observation_id":"91a39f7d-d7bd-4718-94bd-07e41c520a50","resolution":{"observed_at":"2026-08-06T14:37:08.595529Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1807.03748","last_updated":"2019-01-22T18:47:12Z","snapshot_observed_at":"2026-08-14T18:53:38.574749Z","submitted_at":"2018-07-10T16:52:11Z","title":"Representation Learning with Contrastive Predictive Coding","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1807.03748","snapshot_observed_at":"2026-08-06T14:37:08.644802Z","title":"Representation learning with contrastive predictive coding","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.644802Z"},"links":{"cited_paper":"/paper/1807.03748","citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:fb15fd4e6d7c1df42113079744584a401d26b5b0d4160c28bf5ca8aebb48060b","observation_id":"e2afa129-2d9f-4963-be56-739d30ba9ed9","resolution":{"observed_at":"2026-08-06T14:37:08.644802Z","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":"2026-08-06T14:37:10.114747Z","title":"On variational bounds of mutual information","venue":null,"work_id":"9995fa73-edb7-4ddf-8fbe-b7f1dd0950a9","year":2019},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.684740Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:671271579021fa387ab9544c891d33d289f0de02b6d76f9fba9f0e84109ad0f3","observation_id":"91c2426d-9746-4533-8a8a-33dbb0b6062e","resolution":{"observed_at":"2026-08-06T14:37:10.143398Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:09.964934Z","title":"Mutual information between discrete and continuous data sets","venue":null,"work_id":"9bf1c40f-2a4c-4ac1-9bfc-182b57ee5073","year":2014},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.744811Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:6bd793d74203cde3cc78fc30c16b00e1f4e3d23bfda59ebde37f448d6dd3e369","observation_id":"56d3a5b4-8920-46d1-b107-3f4bdb4649d3","resolution":{"observed_at":"2026-08-06T14:37:10.014859Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:09.874747Z","title":"Density-ratio matching under the bregman diver- gence: a unified framework of density-ratio estimation","venue":null,"work_id":"d9b4047f-5b17-4733-b981-b1ce9bfc20de","year":2012},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.784746Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:76f0032ca022a161136908a4ce3b6003468362408173ab509e2851fbc01b2010","observation_id":"f8428938-b66c-4c37-86ea-f72145c5bcc6","resolution":{"observed_at":"2026-08-06T14:37:09.934746Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:08.823889Z","title":"Visualizing data using t-sne","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.823889Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:fbc3f970407a1bb1b4a7214af12227fce660f188288999e30e813ecb3369aa66","observation_id":"154278de-6f00-4ed0-b48d-efb7d9bec8c9","resolution":{"observed_at":"2026-08-06T14:37:08.823889Z","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":"2026-08-06T14:37:09.674846Z","title":"swapping","venue":null,"work_id":"99a99661-4ff4-49fe-8050-6adbb2d367a6","year":2020},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.850711Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:dea4de483e41a3202fbf2f35c44524d3baf1053c37ffe7dcfe5d74b8f5e7b104","observation_id":"a50a6542-e401-4311-887d-65ce12f7e06b","resolution":{"observed_at":"2026-08-06T14:37:09.715795Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:09.524847Z","title":null,"venue":null,"work_id":"f87181ef-26c2-46f8-b453-7bab53af9b98","year":null},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.868412Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:9fcea2916c763462a08025b29d47e4d218154b1d1556a7d11b2ae187a05ab37a","observation_id":"57c716e7-4e45-42ac-bf76-87f999e2ef48","resolution":{"observed_at":"2026-08-06T14:37:09.564744Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-06T14:37:09.453894Z","title":"The input dimension should match z(c)’s dimension","venue":null,"work_id":"c6dc58d4-cac7-4ff8-a42d-c09e911124ae","year":null},"citing_paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T14:37:08.882301Z"},"links":{"citing_paper":"/paper/2507.18794"},"observation_digest":"sha256:d7553128910e8c01bad2c78b2c6c5b89916796799bf4b60d3aa2e5500b4b02bc","observation_id":"7e8025cd-9def-4735-b78b-ab425a0763ba","resolution":{"observed_at":"2026-08-06T14:37:09.471840Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.18794","last_updated":"2025-07-24T20:31:21Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-16T14:55:26.359240Z","submitted_at":"2025-07-24T20:31:21Z","title":"CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":20,"verified_exact":2,"verified_fuzzy":21},"total_outbound_references":43},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 21 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2507.18794."}