{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:E75VHD3APBUQ3IOJODEJOHUZL2","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":"597cfcdb750941987eba44c33ca1f0790a91aca3be42473fb1b748dc318d9dd5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-01-31T15:58:32Z","title_canon_sha256":"8d2ed6fb9640dbb45df8c600ec9cb5fdcee90188aa71ef467ac71668a4765548"},"schema_version":"1.0","source":{"id":"2301.13721","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2301.13721","created_at":"2026-07-05T07:06:22Z"},{"alias_kind":"arxiv_version","alias_value":"2301.13721v3","created_at":"2026-07-05T07:06:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2301.13721","created_at":"2026-07-05T07:06:22Z"},{"alias_kind":"pith_short_12","alias_value":"E75VHD3APBUQ","created_at":"2026-07-05T07:06:22Z"},{"alias_kind":"pith_short_16","alias_value":"E75VHD3APBUQ3IOJ","created_at":"2026-07-05T07:06:22Z"},{"alias_kind":"pith_short_8","alias_value":"E75VHD3A","created_at":"2026-07-05T07:06:22Z"}],"graph_snapshots":[{"event_id":"sha256:1d1bbc6660a96a6c5730e202ca0f000b24eb548f1053263184c4677152e30c05","target":"graph","created_at":"2026-07-05T07:06:22Z","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/2301.13721/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Targeting to understand the underlying explainable factors behind observations and modeling the conditional generation process on these factors, we connect disentangled representation learning to Diffusion Probabilistic Models (DPMs) to take advantage of the remarkable modeling ability of DPMs. We propose a new task, disentanglement of (DPMs): given a pre-trained DPM, without any annotations of the factors, the task is to automatically discover the inherent factors behind the observations and disentangle the gradient fields of DPM into sub-gradient fields, each conditioned on the representatio","authors_text":"Nanning Zheng, Tao Yang, Yan Lv, Yuwang Wang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-01-31T15:58:32Z","title":"DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2301.13721","kind":"arxiv","version":3},"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":"sha256:51c0498b223811296b84c3859aea1a418204e715a48a8347e195f4b33001af47","target":"record","created_at":"2026-07-05T07:06:22Z","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":"597cfcdb750941987eba44c33ca1f0790a91aca3be42473fb1b748dc318d9dd5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-01-31T15:58:32Z","title_canon_sha256":"8d2ed6fb9640dbb45df8c600ec9cb5fdcee90188aa71ef467ac71668a4765548"},"schema_version":"1.0","source":{"id":"2301.13721","kind":"arxiv","version":3}},"canonical_sha256":"27fb538f6078690da1c970c8971e995eb221cac60a6f8a211a58b8c3a95939fe","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"27fb538f6078690da1c970c8971e995eb221cac60a6f8a211a58b8c3a95939fe","first_computed_at":"2026-07-05T07:06:22.814937Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:06:22.814937Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"+fKTU1/tnKVuriUwJKxeFGzoqj6b0T++hcXRRuTYDC3AL/fVZ2p7Z+9RYdxzGzUDDYh0XQicl0etPam4tMstCw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:06:22.815312Z","signed_message":"canonical_sha256_bytes"},"source_id":"2301.13721","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:51c0498b223811296b84c3859aea1a418204e715a48a8347e195f4b33001af47","sha256:1d1bbc6660a96a6c5730e202ca0f000b24eb548f1053263184c4677152e30c05"],"state_sha256":"aece26d3db3f88697ffaa93d32ff5eafde6b7e3d5af2166fffc64ea9d11e21f1"}