{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:CZWR6IGUOX5I5B74I2BXNWYBF4","short_pith_number":"pith:CZWR6IGU","canonical_record":{"source":{"id":"2505.02192","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-04T17:19:20Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"89a20ac5879bf650703865acb19972b27737586d177da487e678afd8da2d338d","abstract_canon_sha256":"8f6c42550af3d44d57852684f06eb7211f49fa219d786a9cc9e7475cee67ab32"},"schema_version":"1.0"},"canonical_sha256":"166d1f20d475fa8e87fc468376db012f2f0a67ae1c70d918897cbee26b9b7948","source":{"kind":"arxiv","id":"2505.02192","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.02192","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"arxiv_version","alias_value":"2505.02192v2","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.02192","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"pith_short_12","alias_value":"CZWR6IGUOX5I","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"pith_short_16","alias_value":"CZWR6IGUOX5I5B74","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"pith_short_8","alias_value":"CZWR6IGU","created_at":"2026-07-05T11:39:53Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:CZWR6IGUOX5I5B74I2BXNWYBF4","target":"record","payload":{"canonical_record":{"source":{"id":"2505.02192","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-04T17:19:20Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"89a20ac5879bf650703865acb19972b27737586d177da487e678afd8da2d338d","abstract_canon_sha256":"8f6c42550af3d44d57852684f06eb7211f49fa219d786a9cc9e7475cee67ab32"},"schema_version":"1.0"},"canonical_sha256":"166d1f20d475fa8e87fc468376db012f2f0a67ae1c70d918897cbee26b9b7948","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:39:53.656201Z","signature_b64":"navebXXlQ0Ay0fDtVqvWC5uCgNVjjg0sNtdoVOVTB1sfnyqVh5LP9D1KtFMEhocUw9UddfwXPIYbzymwrrGPCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"166d1f20d475fa8e87fc468376db012f2f0a67ae1c70d918897cbee26b9b7948","last_reissued_at":"2026-07-05T11:39:53.655649Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:39:53.655649Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.02192","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":"2026-07-05T11:39:53Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"twQ7kn7Rda6//q8grvmEdXuKZVPUZwjNrRkyG1f0nlPewI5QiigBOemtfWztH9oEaJERBf/rEmIQoYX4m41FCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T14:14:31.092032Z"},"content_sha256":"7014955dc300c4c6980d14d8f03b15789ef3c3d6a39fa5ad82a526b7be050c14","schema_version":"1.0","event_id":"sha256:7014955dc300c4c6980d14d8f03b15789ef3c3d6a39fa5ad82a526b7be050c14"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:CZWR6IGUOX5I5B74I2BXNWYBF4","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Mengqi Huang, Wenchuan Wang, Yijing Tu, Zhendong Mao","submitted_at":"2025-05-04T17:19:20Z","abstract_excerpt":"Customized text-to-video generation with pre-trained large-scale models has recently garnered significant attention by focusing on identity and motion consistency. Existing works typically follow the isolated customized paradigm, where the subject identity or motion dynamics are customized exclusively. However, this paradigm completely ignores the intrinsic mutual constraints and synergistic interdependencies between identity and motion, resulting in identity-motion conflicts throughout the generation process that systematically degrade. To address this, we introduce DualReal, a novel framewor"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.02192","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/2505.02192/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":"2026-07-05T11:39:53Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UutabopkKcs5F2mdQmvCNBulNaYFSsb6hPlB2xvjdPE7Yr69fj/YqvZm78pOgbzSaKXws4312VOZ7nkPMljlDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T14:14:31.092840Z"},"content_sha256":"883f8c723249ab90f794384e261d2ba89f9d934cd752cf98d30745e31624f47c","schema_version":"1.0","event_id":"sha256:883f8c723249ab90f794384e261d2ba89f9d934cd752cf98d30745e31624f47c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/CZWR6IGUOX5I5B74I2BXNWYBF4/bundle.json","state_url":"https://pith.science/pith/CZWR6IGUOX5I5B74I2BXNWYBF4/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/CZWR6IGUOX5I5B74I2BXNWYBF4/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":"2026-08-09T14:14:31Z","links":{"resolver":"https://pith.science/pith/CZWR6IGUOX5I5B74I2BXNWYBF4","bundle":"https://pith.science/pith/CZWR6IGUOX5I5B74I2BXNWYBF4/bundle.json","state":"https://pith.science/pith/CZWR6IGUOX5I5B74I2BXNWYBF4/state.json","well_known_bundle":"https://pith.science/.well-known/pith/CZWR6IGUOX5I5B74I2BXNWYBF4/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:CZWR6IGUOX5I5B74I2BXNWYBF4","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":"8f6c42550af3d44d57852684f06eb7211f49fa219d786a9cc9e7475cee67ab32","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-04T17:19:20Z","title_canon_sha256":"89a20ac5879bf650703865acb19972b27737586d177da487e678afd8da2d338d"},"schema_version":"1.0","source":{"id":"2505.02192","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.02192","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"arxiv_version","alias_value":"2505.02192v2","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.02192","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"pith_short_12","alias_value":"CZWR6IGUOX5I","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"pith_short_16","alias_value":"CZWR6IGUOX5I5B74","created_at":"2026-07-05T11:39:53Z"},{"alias_kind":"pith_short_8","alias_value":"CZWR6IGU","created_at":"2026-07-05T11:39:53Z"}],"graph_snapshots":[{"event_id":"sha256:883f8c723249ab90f794384e261d2ba89f9d934cd752cf98d30745e31624f47c","target":"graph","created_at":"2026-07-05T11:39:53Z","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/2505.02192/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Customized text-to-video generation with pre-trained large-scale models has recently garnered significant attention by focusing on identity and motion consistency. Existing works typically follow the isolated customized paradigm, where the subject identity or motion dynamics are customized exclusively. However, this paradigm completely ignores the intrinsic mutual constraints and synergistic interdependencies between identity and motion, resulting in identity-motion conflicts throughout the generation process that systematically degrade. To address this, we introduce DualReal, a novel framewor","authors_text":"Mengqi Huang, Wenchuan Wang, Yijing Tu, Zhendong Mao","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-04T17:19:20Z","title":"DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.02192","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":"sha256:7014955dc300c4c6980d14d8f03b15789ef3c3d6a39fa5ad82a526b7be050c14","target":"record","created_at":"2026-07-05T11:39:53Z","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":"8f6c42550af3d44d57852684f06eb7211f49fa219d786a9cc9e7475cee67ab32","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-04T17:19:20Z","title_canon_sha256":"89a20ac5879bf650703865acb19972b27737586d177da487e678afd8da2d338d"},"schema_version":"1.0","source":{"id":"2505.02192","kind":"arxiv","version":2}},"canonical_sha256":"166d1f20d475fa8e87fc468376db012f2f0a67ae1c70d918897cbee26b9b7948","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"166d1f20d475fa8e87fc468376db012f2f0a67ae1c70d918897cbee26b9b7948","first_computed_at":"2026-07-05T11:39:53.655649Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:39:53.655649Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"navebXXlQ0Ay0fDtVqvWC5uCgNVjjg0sNtdoVOVTB1sfnyqVh5LP9D1KtFMEhocUw9UddfwXPIYbzymwrrGPCA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:39:53.656201Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.02192","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7014955dc300c4c6980d14d8f03b15789ef3c3d6a39fa5ad82a526b7be050c14","sha256:883f8c723249ab90f794384e261d2ba89f9d934cd752cf98d30745e31624f47c"],"state_sha256":"aa6630f6e51262da13c8fb8ec55db5f2959df3c96f22bca508e7d7ed991c9525"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"m4U+fi/JC+BMddvVnNqU8FxnUfEdy9uxlY7mGjBbnnFXxRcXFEYjr2uQq0BSxUFuH4nYcw3PwPOlFLKxeDD4Ag==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T14:14:31.098714Z","bundle_sha256":"a47264db833690599187a8ba7477702b9a54d8081c15c7926ea0869a428b9388"}}