{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:DT2UDR7H5JYFMYEAVEWYOH25QD","short_pith_number":"pith:DT2UDR7H","canonical_record":{"source":{"id":"2501.01790","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-03T12:45:22Z","cross_cats_sorted":[],"title_canon_sha256":"d2de23b91456dbc17304c782d197bce17bf26939d7d7bcfb95e82ef3c750e550","abstract_canon_sha256":"dc26b822225dddf3368ad022bb24e1f75e2ebbfd5306f278db5b12aa7b048b05"},"schema_version":"1.0"},"canonical_sha256":"1cf541c7e7ea70566080a92d871f5d80f771637eef7d5beb8cf94af0f586790e","source":{"kind":"arxiv","id":"2501.01790","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.01790","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"arxiv_version","alias_value":"2501.01790v2","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.01790","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"pith_short_12","alias_value":"DT2UDR7H5JYF","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"pith_short_16","alias_value":"DT2UDR7H5JYFMYEA","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"pith_short_8","alias_value":"DT2UDR7H","created_at":"2026-07-05T10:33:42Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:DT2UDR7H5JYFMYEAVEWYOH25QD","target":"record","payload":{"canonical_record":{"source":{"id":"2501.01790","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-03T12:45:22Z","cross_cats_sorted":[],"title_canon_sha256":"d2de23b91456dbc17304c782d197bce17bf26939d7d7bcfb95e82ef3c750e550","abstract_canon_sha256":"dc26b822225dddf3368ad022bb24e1f75e2ebbfd5306f278db5b12aa7b048b05"},"schema_version":"1.0"},"canonical_sha256":"1cf541c7e7ea70566080a92d871f5d80f771637eef7d5beb8cf94af0f586790e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:33:42.154444Z","signature_b64":"F2st4ci7YSQEoj/tFOWLpIZ4j0E3YYJjtHaO2gCI1w1JEUEo2VsqnzhvPlCFzYIYTys6FBkVqgK2TagPcPeQAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1cf541c7e7ea70566080a92d871f5d80f771637eef7d5beb8cf94af0f586790e","last_reissued_at":"2026-07-05T10:33:42.153961Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:33:42.153961Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.01790","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:33:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1ik1mX8JPujidamMcbtMdaWK90Gtf0DJGIjwUcwYcwj01Zz6LmwTk7JFfw9oYxfXrE5/Xw033/6MdItAsv9qBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T22:13:03.570593Z"},"content_sha256":"87c9ea407388d0fc65ffd81feaa1f77d92ca2e6b2b7860e03bbf9b842095a557","schema_version":"1.0","event_id":"sha256:87c9ea407388d0fc65ffd81feaa1f77d92ca2e6b2b7860e03bbf9b842095a557"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:DT2UDR7H5JYFMYEAVEWYOH25QD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Ingredients: Blending Custom Photos with Video Diffusion Transformers","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Changqian Yu, Debang Li, Di Qiu, Mingyuan Fan, Zhengcong Fei","submitted_at":"2025-01-03T12:45:22Z","abstract_excerpt":"This paper presents a powerful framework to customize video creations by incorporating multiple specific identity (ID) photos, with video diffusion Transformers, referred to as Ingredients. Generally, our method consists of three primary modules: (i) a facial extractor that captures versatile and precise facial features for each human ID from both global and local perspectives; (ii) a multi-scale projector that maps face embeddings into the contextual space of image query in video diffusion transformers; (iii) an ID router that dynamically combines and allocates multiple ID embedding to the co"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.01790","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2501.01790/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:33:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KDV6y/tESgt2l14nx44YBdUijNqhaFKoAoT6yDOLozYzxFjpKmwKkpF2Dlr8aFqczP9KIh/qWsbv/aFlcR9HAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T22:13:03.571093Z"},"content_sha256":"b637f225eff9c5d9e1c0390503874f58868d8b44b011b35344292b262fd64db9","schema_version":"1.0","event_id":"sha256:b637f225eff9c5d9e1c0390503874f58868d8b44b011b35344292b262fd64db9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DT2UDR7H5JYFMYEAVEWYOH25QD/bundle.json","state_url":"https://pith.science/pith/DT2UDR7H5JYFMYEAVEWYOH25QD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DT2UDR7H5JYFMYEAVEWYOH25QD/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-23T22:13:03Z","links":{"resolver":"https://pith.science/pith/DT2UDR7H5JYFMYEAVEWYOH25QD","bundle":"https://pith.science/pith/DT2UDR7H5JYFMYEAVEWYOH25QD/bundle.json","state":"https://pith.science/pith/DT2UDR7H5JYFMYEAVEWYOH25QD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DT2UDR7H5JYFMYEAVEWYOH25QD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:DT2UDR7H5JYFMYEAVEWYOH25QD","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":"dc26b822225dddf3368ad022bb24e1f75e2ebbfd5306f278db5b12aa7b048b05","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-03T12:45:22Z","title_canon_sha256":"d2de23b91456dbc17304c782d197bce17bf26939d7d7bcfb95e82ef3c750e550"},"schema_version":"1.0","source":{"id":"2501.01790","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.01790","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"arxiv_version","alias_value":"2501.01790v2","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.01790","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"pith_short_12","alias_value":"DT2UDR7H5JYF","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"pith_short_16","alias_value":"DT2UDR7H5JYFMYEA","created_at":"2026-07-05T10:33:42Z"},{"alias_kind":"pith_short_8","alias_value":"DT2UDR7H","created_at":"2026-07-05T10:33:42Z"}],"graph_snapshots":[{"event_id":"sha256:b637f225eff9c5d9e1c0390503874f58868d8b44b011b35344292b262fd64db9","target":"graph","created_at":"2026-07-05T10:33:42Z","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/2501.01790/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper presents a powerful framework to customize video creations by incorporating multiple specific identity (ID) photos, with video diffusion Transformers, referred to as Ingredients. Generally, our method consists of three primary modules: (i) a facial extractor that captures versatile and precise facial features for each human ID from both global and local perspectives; (ii) a multi-scale projector that maps face embeddings into the contextual space of image query in video diffusion transformers; (iii) an ID router that dynamically combines and allocates multiple ID embedding to the co","authors_text":"Changqian Yu, Debang Li, Di Qiu, Mingyuan Fan, Zhengcong Fei","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-03T12:45:22Z","title":"Ingredients: Blending Custom Photos with Video Diffusion Transformers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.01790","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":"sha256:87c9ea407388d0fc65ffd81feaa1f77d92ca2e6b2b7860e03bbf9b842095a557","target":"record","created_at":"2026-07-05T10:33:42Z","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":"dc26b822225dddf3368ad022bb24e1f75e2ebbfd5306f278db5b12aa7b048b05","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-03T12:45:22Z","title_canon_sha256":"d2de23b91456dbc17304c782d197bce17bf26939d7d7bcfb95e82ef3c750e550"},"schema_version":"1.0","source":{"id":"2501.01790","kind":"arxiv","version":2}},"canonical_sha256":"1cf541c7e7ea70566080a92d871f5d80f771637eef7d5beb8cf94af0f586790e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1cf541c7e7ea70566080a92d871f5d80f771637eef7d5beb8cf94af0f586790e","first_computed_at":"2026-07-05T10:33:42.153961Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:33:42.153961Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"F2st4ci7YSQEoj/tFOWLpIZ4j0E3YYJjtHaO2gCI1w1JEUEo2VsqnzhvPlCFzYIYTys6FBkVqgK2TagPcPeQAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:33:42.154444Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.01790","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:87c9ea407388d0fc65ffd81feaa1f77d92ca2e6b2b7860e03bbf9b842095a557","sha256:b637f225eff9c5d9e1c0390503874f58868d8b44b011b35344292b262fd64db9"],"state_sha256":"e7872d9f168d989872c4f2e060483c8b96980e73c0af810d934359bb89e3f3f2"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rLQNzYWduHEi1bQQYON64dTnXYaMto9j4/9IMDfkgDh0FsM29Yf09HhJTnasBlAHK58hU0DpoGLs0IiLbppjCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-23T22:13:03.576014Z","bundle_sha256":"5e7247684b66a9dc3baa0545883fc961e1e4e4b75c58938435cc2ec83c32bf65"}}