{"as_of":"2026-08-12T18:21:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:5665795deb8ced998f6c17611c119b0e96d670c2e46ff176e588e16806169510","coverage":[{"denominator":52,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":52,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T20:03:02.276288Z","state":"measured"},{"denominator":52,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":52,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-12T06:34:41.77262+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/2412.06143/citation-record","integrity":"/paper/2412.06143/integrity","json":"/paper/2412.06143/citation-record.json","paper":"/paper/2412.06143"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T20:03:02.888695Z","title":"https : / / huggingface.co/CompVis/stable-diffusion- safety-checker, 2022","venue":null,"work_id":"5ab91d0c-72a5-4899-ad9e-05ccb79e7590","year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.056137Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:2b9cb63839c6d0a049b8e728343540ddd79aa2b921f93afa02970d92298ff78d","observation_id":"a988d659-66b2-498b-83d3-cd5bf0805c03","resolution":{"observed_at":"2026-08-11T20:03:02.893225Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.876151Z","title":"https : / / huggingface","venue":null,"work_id":"88928b9b-46c2-455e-a02f-5a7b74fb28db","year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.060798Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:8d97a0f11c8c88d34147a85ab6e4e19679738c686efa567536c048f25951f26d","observation_id":"825b8ef6-6e33-4e88-b4ca-b0a3e8d640c4","resolution":{"observed_at":"2026-08-11T20:03:02.880979Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.863867Z","title":"https://huggingface.co/ stabilityai/stable-diffusion-2, 2022","venue":null,"work_id":"be7c8350-0999-4afc-adf9-ed0dc8665f33","year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.064946Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:844b52cd3d06f4b8b4820ce452d3ec3fac17c821dfc0cf79fc48a873ec1dc6b7","observation_id":"f4e180f3-29ea-424e-8881-53b988f1b789","resolution":{"observed_at":"2026-08-11T20:03:02.868193Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.851250Z","title":"https://huggingface.co/ stabilityai/stable-diffusion-2-1 , 2022","venue":null,"work_id":"dea41ec2-bdfc-48ee-8ce1-d98a33efdc33","year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.070473Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:58c178a47f8d16024c45c8fb70f74421794a7a5ab23b1cef4c8fcef51d9e52df","observation_id":"eaaede0f-077a-4775-862e-1a0abf670176","resolution":{"observed_at":"2026-08-11T20:03:02.855707Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.837506Z","title":"https : / / huggingface","venue":null,"work_id":"13274a97-8c6c-472d-9804-0c045c9fb85a","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.075171Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:707c1ef7f67576d027ab2a8edd1a0fcc4e1c49c3e12f3fa825143dc7e2acaf3a","observation_id":"473120fc-3c06-44ed-9165-7fb44af771b3","resolution":{"observed_at":"2026-08-11T20:03:02.841602Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.824807Z","title":"https://huggingface.co/Lykon/ DreamShaper, 2023","venue":null,"work_id":"c4cf194d-341c-4476-8bd2-82bd7f22be56","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.079383Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:73211063cadef1d26e8372cf6c4f14cefbfc0b15bd200bb6caea1fd4ac0422f0","observation_id":"52b95c2a-26b4-4a5d-93cc-dd8d83a0ff26","resolution":{"observed_at":"2026-08-11T20:03:02.829001Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.812024Z","title":"https : / / huggingface","venue":null,"work_id":"5399b289-bdda-42ba-8c94-1cf80b2e5cee","year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.084037Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:148c78731b5c6c9bcf96bd6ca01a95fe56043d6b49dbaef8601e34e007a5efcc","observation_id":"4e420144-1933-4190-aae6-c76693a1a275","resolution":{"observed_at":"2026-08-11T20:03:02.816535Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.798188Z","title":"Nudenet: Neural nets for nudity detec- tion and censoring, 2022","venue":null,"work_id":"1cfb3f1e-ac2b-41a0-af7f-a1c28b240827","year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.088525Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:b31e3333ba8f6781c5ac7fc4cc2bcc4c03079e597ddaadcb442b4d66fccf7810","observation_id":"3212bc10-3ff4-4bbc-ae93-b7972b250568","resolution":{"observed_at":"2026-08-11T20:03:02.802471Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2110.01963","last_updated":"2021-10-05T11:47:27Z","snapshot_observed_at":"2026-07-06T11:54:31.182477Z","submitted_at":"2021-10-05T11:47:27Z","title":"Multimodal datasets: misogyny, pornography, and malignant stereotypes","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.01963","snapshot_observed_at":"2026-08-11T20:03:02.096671Z","title":"Multimodal datasets: misogyny, pornography, and ma- lignant stereotypes","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.096671Z"},"links":{"cited_paper":"/paper/2110.01963","citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:f997dcba842cc5e6ca487ff5744cd2082f431ee373cf77b72984235f1f50a37f","observation_id":"b4800331-9007-42f3-acb6-dd425f93b2a0","resolution":{"observed_at":"2026-08-11T20:03:02.096671Z","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":"2026-08-11T20:03:02.783727Z","title":"Extracting training data from diffu- sion models","venue":null,"work_id":"9dc767aa-8670-47a8-9dd1-1ab4e3f47531","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.101692Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:e76fba9cbcba0ae3851651d69ed413c23fa8970b2ee975ca0ee9f2b9767cd860","observation_id":"6c8457bf-05ff-48ad-83c2-69f10384a31b","resolution":{"observed_at":"2026-08-11T20:03:02.788824Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.106537Z","title":"Diffusion models beat gans on image synthesis","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.106537Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:d31d0d46bed9ded3db7d29f912bfc44dcee19ea1cfdae5f94430469ecbc2c033","observation_id":"4cb2c11a-6191-4929-8ade-5453ea3c5f25","resolution":{"observed_at":"2026-08-11T20:03:02.106537Z","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":"2026-08-11T20:03:02.759308Z","title":"Erasing concepts from diffusion models","venue":null,"work_id":"87366ae2-a91e-440d-958f-e0965da33ff0","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.111308Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:3c27ed8bd7d93f286767f58951043dc71ce492cdc1c1c7de13dfe82e0757bd95","observation_id":"c33adefe-cadc-4f29-af69-3a98ba3c1c64","resolution":{"observed_at":"2026-08-11T20:03:02.763563Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.116272Z","title":"Unified concept editing in diffusion models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.116272Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:42ad385a6df53dbbe7e84341501db4bd026ef009baaa8ff5c42a09b48787c60a","observation_id":"b505ad48-6b6b-4da1-a690-0439c9265bfe","resolution":{"observed_at":"2026-08-11T20:03:02.116272Z","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":"2026-08-11T20:03:02.120524Z","title":"Selective amnesia: A contin- ual learning approach to forgetting in deep generative mod- els","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.120524Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:3f8a65195a5a25d6a057a28682290d982bb4b4bae256450e5f0fb5eb9d6cd3be","observation_id":"4fb026f8-1ad5-4def-b003-f6c68d49a375","resolution":{"observed_at":"2026-08-11T20:03:02.120524Z","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":"2026-08-11T20:03:02.125025Z","title":"Prompt-to-prompt image editing with cross-attention control","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.125025Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:26147ae7b5f219d09894555e7d6a8299c560752fd08f14723e1798f82e243cd2","observation_id":"5fef3dcf-3551-4e94-b627-e43e5f9bf6d0","resolution":{"observed_at":"2026-08-11T20:03:02.125025Z","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":"2026-08-11T20:03:02.129068Z","title":"Gans trained by a two time-scale update rule converge to a local nash equilib- rium","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.129068Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:19435e962e57d9e159a12fbe19d6b835fd2ef23ff5c5f3ab1fed51e90508ff95","observation_id":"e9fb11aa-2e3b-4d36-a36d-ce54609d7dfa","resolution":{"observed_at":"2026-08-11T20:03:02.129068Z","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":"2026-08-11T20:03:02.715493Z","title":"Classifier-free diffusion guidance","venue":null,"work_id":"d68680e4-e3f9-4478-8027-5fd8296f5cee","year":2021},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.132876Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:2aef1580f4749a8c84198e93a22197b33d9b046a67ffc0971a14af22623c4129","observation_id":"7fb078d0-1f60-4cd8-a16b-3ed1c74ead80","resolution":{"observed_at":"2026-08-11T20:03:02.719976Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.136652Z","title":"Denoising dif- fusion probabilistic models","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.136652Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:69ddd65ec81744f2e66be0f68d653f1ad8f855f16fadff78e3cd9207368cf3ed","observation_id":"b43a7130-727d-46d6-a336-5457147c2221","resolution":{"observed_at":"2026-08-11T20:03:02.136652Z","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":"2026-07-06T02:11:23.670680Z","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":"2026-08-11T20:03:02.140441Z","title":"Auto-encoding variational bayes","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.140441Z"},"links":{"cited_paper":"/paper/1312.6114","citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:0d614c304d1cd06189844df92c13e042aa39b4b9c6a084a0a2bc77536cd1c9bc","observation_id":"57d65736-4fff-418e-a891-037c686ba2d3","resolution":{"observed_at":"2026-08-11T20:03:02.140441Z","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":"2026-08-11T20:03:02.691119Z","title":"Ablating con- cepts in text-to-image diffusion models","venue":null,"work_id":"04c11a0d-1c73-4879-8fee-1eb40145510d","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.144688Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:14c1762f2aff3d5f8b06e5e0c67c04e40e9ada40506a290627cce81acf8ee21f","observation_id":"16e685ae-ea2f-4556-8235-0ad98813100e","resolution":{"observed_at":"2026-08-11T20:03:02.696589Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.676621Z","title":"Deep nn for nsfw detection","venue":null,"work_id":"899e8d2f-9b6b-471f-8874-d5359f407847","year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.148597Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:9c401dca86feb1be7eed01b37a9eaf27920c08caa221ad1d87d9db993ee097e9","observation_id":"417dffd3-1300-40f2-93a1-af17a1e24269","resolution":{"observed_at":"2026-08-11T20:03:02.681499Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.06741","last_updated":"2025-01-04T06:17:20Z","snapshot_observed_at":"2026-08-06T16:33:04.894283Z","submitted_at":"2024-08-13T09:01:12Z","title":"Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.06741","snapshot_observed_at":"2026-08-11T20:03:02.152467Z","title":"Improving synthetic image detection to- wards generalization: An image transformation perspective","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.152467Z"},"links":{"cited_paper":"/paper/2408.06741","citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:1c967c4ccebc92b54bedc093d62e39ec7fc741b93262b4f683facdc52c043fce","observation_id":"bad2ecb2-dc01-4324-940d-74a1bb10c410","resolution":{"observed_at":"2026-08-11T20:03:02.152467Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.11424","last_updated":"2024-11-21T12:22:10Z","snapshot_observed_at":"2026-08-09T02:11:07.331897Z","submitted_at":"2024-07-16T06:38:49Z","title":"Model Inversion Attacks Through Target-Specific Conditional Diffusion Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.11424","snapshot_observed_at":"2026-08-11T20:03:02.156683Z","title":"Model inversion attacks through target-specific conditional diffusion models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.156683Z"},"links":{"cited_paper":"/paper/2407.11424","citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:1e8d294777b01c73aa15da294e63de1015216b857483da741b9de909361b2d96","observation_id":"b3284049-db73-40ad-a1b1-dfc11a8d2e82","resolution":{"observed_at":"2026-08-11T20:03:02.156683Z","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":"2026-08-11T20:03:02.664295Z","title":"Get what you want, not what you don’t: Image content suppression for text-to-image diffusion mod- els","venue":null,"work_id":"0f6a8c57-8806-42c6-8a64-38c47e1a5aa6","year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.160732Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:3f882b70a4d70276a30f776bb1e7dd9147f204bd828926dc2a495be84e1c46d8","observation_id":"1ee694c4-5336-4883-ae9a-ad02838ed960","resolution":{"observed_at":"2026-08-11T20:03:02.668431Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.164864Z","title":"Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.164864Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:c7a93c081752a0c85c3c923f9b2a0246cbb5a217a77473bbdd05ca0f3e3e4cba","observation_id":"8a458c9d-d48d-45a1-98c9-befe43dcffa4","resolution":{"observed_at":"2026-08-11T20:03:02.164864Z","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":"2026-08-11T20:03:02.644513Z","title":"Mace: Mass concept erasure in diffu- sion models","venue":null,"work_id":"7eacd613-8f14-4938-acd3-cb992f18e4c9","year":2024},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.168957Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:b5bd70d07514a118f73fd12557503442dd8b362ba7ee1c64c7f5055a9106a06f","observation_id":"2b48bec7-ffd3-4dbf-a9e7-19fe4fdfc4ad","resolution":{"observed_at":"2026-08-11T20:03:02.648522Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.631978Z","title":"One-dimensional adapter to rule them all: Concepts diffusion models and erasing applications","venue":null,"work_id":"db9ddb78-e66e-4cc9-af44-8e21317afbd3","year":2024},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.172655Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:da4515d85e47351918e33ca5cedaec7a17b6da93c3b23279c3af92091d56fb28","observation_id":"c33684fd-8d78-4f43-a05e-1084005151ad","resolution":{"observed_at":"2026-08-11T20:03:02.636526Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.619910Z","title":"Locating and editing factual associations in gpt","venue":null,"work_id":"286985d2-da70-4323-89ff-70bcee34a912","year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.176701Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:245b1e0380faf9b83eabe8212d03e716e081bbfcc5f2109e6312a7ba35b5f9ab","observation_id":"112d08fb-9091-40ae-9355-13c5bda27583","resolution":{"observed_at":"2026-08-11T20:03:02.623947Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.606914Z","title":"Matrix analysis and applied linear algebra","venue":null,"work_id":"7f0a96ea-8aba-44d1-8d55-dbe167721a87","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.180560Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:15c021acac7ac9f1570b08494204190794cdb8887c26a53da784b7ba73dfc16e","observation_id":"282f5238-417f-4b4a-8638-6badce0af884","resolution":{"observed_at":"2026-08-11T20:03:02.611342Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.184410Z","title":"Improved denoising diffusion probabilistic models","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.184410Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:8d6c27b1f2d3122057c116b719e57f3272940afb208c2ac04308a02cd89fb0c6","observation_id":"4aae7ddf-f0d7-4fce-97f2-cd9f1925722a","resolution":{"observed_at":"2026-08-11T20:03:02.184410Z","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":"2026-08-11T20:03:02.586288Z","title":"Sdxl: Improving latent diffusion models for high-resolution image synthesis","venue":null,"work_id":"cb143f3b-dc80-4a38-85a7-ec74c21c3735","year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.188602Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:ba89ab930f4ce64cb1efbda116770f9b6ec826dff8bc11c14c5eb21adce3f307","observation_id":"33d67a8c-958e-4cc2-a096-0c490b9a466c","resolution":{"observed_at":"2026-08-11T20:03:02.590878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.573035Z","title":"Controlling text-to-image diffusion by orthogo- nal finetuning","venue":null,"work_id":"ae377e46-280c-450e-bd3c-393247221d0b","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.192889Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:422fdb3f071747eedee68fd0b6079427f91d4261ddbf18455d85b0d029f83331","observation_id":"8340947e-cf6b-4717-96b9-1c2e66b6ab08","resolution":{"observed_at":"2026-08-11T20:03:02.577251Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.197641Z","title":"Learning transferable visual models from natural language supervi- sion","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.197641Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:96e526fc5304ace23873eeb2275f7f47d6bd192315c6a56bd0d9947431e219b4","observation_id":"e37558e5-99d5-4647-9e67-15cb46557690","resolution":{"observed_at":"2026-08-11T20:03:02.197641Z","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":"2026-08-11T20:03:02.553737Z","title":"Exploring the limits of transfer learning with a unified text-to-text transformer","venue":null,"work_id":"31f6b957-4cef-492f-990f-9b22ccec5780","year":2020},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.201479Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:792af2cd598293b78fe1d4d18a47895a85f47d385ab7cfb32cf6e3e1bb1ff158","observation_id":"f609920a-2a17-4f73-a502-ab02066f4229","resolution":{"observed_at":"2026-08-11T20:03:02.557716Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.04610","last_updated":"2022-11-10T10:07:37Z","snapshot_observed_at":"2026-08-09T06:08:06.497420Z","submitted_at":"2022-10-03T14:04:46Z","title":"Red-Teaming the Stable Diffusion Safety Filter","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.04610","snapshot_observed_at":"2026-08-11T20:03:02.205677Z","title":"Red-teaming the stable diffusion safety filter","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.205677Z"},"links":{"cited_paper":"/paper/2210.04610","citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:4329922d2b98080ed710e2135352bbccdb01a652b48e9b4d69e7665a603ff331","observation_id":"9fba46b0-f534-4147-9bf8-3139966621d1","resolution":{"observed_at":"2026-08-11T20:03:02.205677Z","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":"2026-08-11T20:03:02.210388Z","title":"High-resolution image synthesis with latent diffusion models","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.210388Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:188f59aa9cbfe5a225cbdc9a684f8a6a1f1223084b1e3ea8fc3a197ad93f2ed0","observation_id":"d8b7046f-d2aa-4577-a81d-2002ac62333e","resolution":{"observed_at":"2026-08-11T20:03:02.210388Z","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":"2026-08-11T20:03:02.215451Z","title":"U- net: Convolutional networks for biomedical image segmen- tation","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.215451Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:5559f0876f2939cde9a848cdde5db9f8d1ea4c06763aea1294d2330fa7b24fe2","observation_id":"eb56529d-0e87-4d45-8dd2-043d4673bfab","resolution":{"observed_at":"2026-08-11T20:03:02.215451Z","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":"2026-08-11T20:03:02.524009Z","title":null,"venue":null,"work_id":"8487f666-ffc1-418b-be12-fa3a31a8f956","year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.219590Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:950adebd8a0b06a979d92f3360611922d4a5630e5b25ef2cf38ccf5e23bda140","observation_id":"87832be5-cd34-4174-aa9f-1dc38ec9faef","resolution":{"observed_at":"2026-08-11T20:03:02.528238Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.510362Z","title":"Safe latent diffusion: Mitigating inappro- priate degeneration in diffusion models","venue":null,"work_id":"5aa05c0f-44e5-4d7b-9467-c872da893337","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.223771Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:8d2f2ceaf1df88560f92a894ec4f9e44bb684f6f18cf95853a1330a13df563a5","observation_id":"0accdbac-a876-49e5-99c5-1a73ff613602","resolution":{"observed_at":"2026-08-11T20:03:02.514608Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.227491Z","title":"Laion- 400m: Open dataset of clip-filtered 400 million image-text pairs","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.227491Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:323413355437d8aff705aa7fe7e3b50a1da11dd979eeec7491670913ad11f2e6","observation_id":"549b012c-5461-42c9-9961-864e4fc961b9","resolution":{"observed_at":"2026-08-11T20:03:02.227491Z","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":"2026-08-11T20:03:02.231398Z","title":"Laion-5b: An open large-scale dataset for training next generation image-text models","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.231398Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:4b4bcc46d203ee9d5433b661d8c774979064716a4ef98af7aead1576dd5ff7cb","observation_id":"0416cd58-e9b9-4023-b443-23eb4226ad36","resolution":{"observed_at":"2026-08-11T20:03:02.231398Z","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":"2026-08-11T20:03:02.476168Z","title":"Glaze: Protecting artists from style mimicry by {Text-to-Image} models","venue":null,"work_id":"52c8aba3-3353-4826-a89a-5e2f6edfa349","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.235383Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:22c5ed77b385fd4db914e6255a7122ef1c7a4009783a1aeec0b3a15d8fb468a7","observation_id":"b6528b5c-0ba8-4d96-9ada-1ead788511ea","resolution":{"observed_at":"2026-08-11T20:03:02.481104Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2006.11807","last_updated":"2020-06-21T14:10:47Z","snapshot_observed_at":"2026-08-10T14:08:49.626998Z","submitted_at":"2020-06-21T14:10:47Z","title":"Improving Image Captioning with Better Use of Captions","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2006.11807","snapshot_observed_at":"2026-08-11T20:03:02.239369Z","title":"Im- proving image captioning with better use of captions","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.239369Z"},"links":{"cited_paper":"/paper/2006.11807","citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:30398d9cf990572bf3d13269307e02c6f4ad3c395252b1c105b8759c34e4bd2c","observation_id":"8e41e764-70da-43a6-bfca-2c2cf07fa7c4","resolution":{"observed_at":"2026-08-11T20:03:02.239369Z","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":"2026-08-11T20:03:02.243754Z","title":"Diffusion art or digital forgery? investigating data replication in diffusion models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.243754Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:67771ecc3fce1b9bc99c99f1321c6796a0f05adbf58755b045de33cb490e2cc7","observation_id":"eedd3a77-b178-4c79-a446-76f737c85366","resolution":{"observed_at":"2026-08-11T20:03:02.243754Z","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":"2026-08-11T20:03:02.247909Z","title":"Key-locked rank one editing for text-to-image personaliza- tion","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.247909Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:9904f174fbf4a7187050070a9dc986bf3db926e1ebcddd3f09102332fdf45c3f","observation_id":"d847ec64-e467-4a26-81c0-86c05b0d1e5b","resolution":{"observed_at":"2026-08-11T20:03:02.247909Z","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":"2026-08-11T20:03:02.449202Z","title":"Ring-a-bell! how reliable are concept removal methods for diffusion models? In The Twelfth International Conference on Learning Representations","venue":null,"work_id":"35c4222e-aadd-4bb2-b8d5-5dd8a137ab4c","year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.252540Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:cdfd87e40972c65221181ca7302d71701629a034abeed002556d362869fc1938","observation_id":"4d34fff3-2910-4eb1-aec0-b5a364b4566a","resolution":{"observed_at":"2026-08-11T20:03:02.453637Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.256518Z","title":"Attention is all you need","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.256518Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:c97b1bdcf7d2e7b34dcdfd9b2d078dd0755cb2c0ee7bb2efd3eb21f43648b1cc","observation_id":"3e22bd1c-acf4-4880-829e-17e6e6351767","resolution":{"observed_at":"2026-08-11T20:03:02.256518Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.05779","last_updated":"2024-11-20T09:31:15Z","snapshot_observed_at":"2026-08-05T13:52:47.092372Z","submitted_at":"2024-01-11T09:30:36Z","title":"Erasing Undesirable Influence in Diffusion Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.05779","snapshot_observed_at":"2026-08-11T20:03:02.260381Z","title":"Erasediff: Erasing data influence in diffusion models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.260381Z"},"links":{"cited_paper":"/paper/2401.05779","citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:57c55e43d472594f3949d094f9fef44d391aefcf52156926e45be2513d0ec83b","observation_id":"5156c76c-4b10-4002-b337-3687f3fef687","resolution":{"observed_at":"2026-08-11T20:03:02.260381Z","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":"2026-08-11T20:03:02.264859Z","title":"Mma-diffusion: Multimodal attack on diffusion models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.264859Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:4dd1e5e349efefb37a61d3dc31fd8043c5e3a3570a1e43b56c589d512f5ba3ba","observation_id":"c021774a-ac4d-4861-8e91-cccbe5590a9d","resolution":{"observed_at":"2026-08-11T20:03:02.264859Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.06721","last_updated":"2023-08-13T08:34:51Z","snapshot_observed_at":"2026-07-06T16:05:39.158819Z","submitted_at":"2023-08-13T08:34:51Z","title":"IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.06721","snapshot_observed_at":"2026-08-11T20:03:02.268613Z","title":"Ip- adapter: Text compatible image prompt adapter for text-to- image diffusion models","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.268613Z"},"links":{"cited_paper":"/paper/2308.06721","citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:c2a7ec9ab2650b1f17b4a6656645aaf65ded3d922d09286ee42bd3702519d247","observation_id":"83e45304-dd58-46e8-b64d-62f1141c4bdc","resolution":{"observed_at":"2026-08-11T20:03:02.268613Z","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":"2026-08-11T20:03:02.420737Z","title":"Safree: Training-free and adaptive guard for safe text-to-image and video generation","venue":null,"work_id":"e0a02e7e-3b15-4d79-a967-dc6f1a6a0fdb","year":null},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.272538Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:aa6d58cdd367d11ecc48a8dedd19d3237f0e1b5c1b52b9bb2d7b06f10e1711be","observation_id":"eb951985-e8f1-4acd-81a0-7b86171cc4f6","resolution":{"observed_at":"2026-08-11T20:03:02.424950Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+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":"2026-08-11T20:03:02.404630Z","title":"Mickey” exhibits a relatively large cosine similarity of 0.65 with the target concept “Snoopy","venue":null,"work_id":"ee0e954c-0260-48a6-a221-b2d825c4a951","year":2023},"citing_paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters","version":2},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-11T20:03:02.276288Z"},"links":{"citing_paper":"/paper/2412.06143"},"observation_digest":"sha256:d3ea551ef4fa548442e062b052dfbef0aaf7b54324b9b81775d58786eb7c0cfb","observation_id":"408e8b7e-03eb-4eec-a3c7-4ca7a1c835d6","resolution":{"observed_at":"2026-08-11T20:03:02.411395Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.06143","last_updated":"2025-03-30T15:46:18Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-11T19:56:07.761825Z","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters"},"reference_resolution":{"displayed":52,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":26,"verified_exact":0,"verified_fuzzy":26},"total_outbound_references":52},"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":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"thesis":"As of 12 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2412.06143."}