{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:EFCDV2APBLVCVYORKSG65CAGCY","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"2382f3121a47709a9b6aebbdbc1c1f4063a38d382a556f7cfd6a89d99d5e2b27","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-09T01:56:25Z","title_canon_sha256":"c484a5ac566bbfcb4b6505ef5227fee70cdcbfa0dcabd4ada591a683d41804a2"},"schema_version":"1.0","source":{"id":"2412.06143","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.06143","created_at":"2026-07-05T10:41:18Z"},{"alias_kind":"arxiv_version","alias_value":"2412.06143v2","created_at":"2026-07-05T10:41:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.06143","created_at":"2026-07-05T10:41:18Z"},{"alias_kind":"pith_short_12","alias_value":"EFCDV2APBLVC","created_at":"2026-07-05T10:41:18Z"},{"alias_kind":"pith_short_16","alias_value":"EFCDV2APBLVCVYOR","created_at":"2026-07-05T10:41:18Z"},{"alias_kind":"pith_short_8","alias_value":"EFCDV2AP","created_at":"2026-07-05T10:41:18Z"}],"graph_snapshots":[{"event_id":"sha256:86ca79e75d1de87c3ff9b31ad5be6857e94eb13a12a5e05c41ecf9b84a6f1b78","target":"graph","created_at":"2026-07-05T10:41:18Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2412.06143/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent success of text-to-image (T2I) generation and its increasing practical applications, enabled by diffusion models, require urgent consideration of erasing unwanted concepts, e.g., copyrighted, offensive, and unsafe ones, from the pre-trained models in a precise, timely, and low-cost manner. The twofold demand of concept erasure includes not only a precise removal of the target concept (i.e., erasure efficacy) but also a minimal change on non-target content (i.e., prior preservation), during generation. Existing methods face challenges in maintaining an effective balance between erasure e","authors_text":"Kuien Liu, Ouxiang Li, Tingting Mu, Xiangnan He, Xiang Wang, Yanbin Hao, Yuan Wang","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-09T01:56:25Z","title":"Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.06143","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:c4903c041eaf99b5757c94738d9ec44c8384223787c312231e54d883b5e51726","target":"record","created_at":"2026-07-05T10:41:18Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"2382f3121a47709a9b6aebbdbc1c1f4063a38d382a556f7cfd6a89d99d5e2b27","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-09T01:56:25Z","title_canon_sha256":"c484a5ac566bbfcb4b6505ef5227fee70cdcbfa0dcabd4ada591a683d41804a2"},"schema_version":"1.0","source":{"id":"2412.06143","kind":"arxiv","version":2}},"canonical_sha256":"21443ae80f0aea2ae1d1548dee8806161345a59a9a25d59e5210a0e8d65a2714","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"21443ae80f0aea2ae1d1548dee8806161345a59a9a25d59e5210a0e8d65a2714","first_computed_at":"2026-07-05T10:41:18.525752Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:41:18.525752Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"g5ZpUL//krARe17SYId4ZyyyLNhttOYgHDlIPWld/hHp8vp6Wt9DGXSFWJzVU65fBwISttjxf55aPpfglkF6Dg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:41:18.526243Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.06143","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c4903c041eaf99b5757c94738d9ec44c8384223787c312231e54d883b5e51726","sha256:86ca79e75d1de87c3ff9b31ad5be6857e94eb13a12a5e05c41ecf9b84a6f1b78"],"state_sha256":"0697a49c5a6f2c5fe22315adfed87548df9fe2758467e3d01132a9bd9423a70e"}