{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:NWFV7ZLAB4ZUS63NPGSNJ6H5NF","short_pith_number":"pith:NWFV7ZLA","canonical_record":{"source":{"id":"2501.15648","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-01-26T19:17:05Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"14f12d9c6690c34363f7a952a0bb000e31b2be0595b51c0cccecfacd002d6580","abstract_canon_sha256":"ec9438a0924aee6659b5aa63125c099223f0f476edddbce3314d24e09d127c46"},"schema_version":"1.0"},"canonical_sha256":"6d8b5fe5600f33497b6d79a4d4f8fd697d1259e90ee1df654f620dc48e8ab63e","source":{"kind":"arxiv","id":"2501.15648","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.15648","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"arxiv_version","alias_value":"2501.15648v1","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.15648","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"pith_short_12","alias_value":"NWFV7ZLAB4ZU","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"pith_short_16","alias_value":"NWFV7ZLAB4ZUS63N","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"pith_short_8","alias_value":"NWFV7ZLA","created_at":"2026-07-05T10:05:32Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:NWFV7ZLAB4ZUS63NPGSNJ6H5NF","target":"record","payload":{"canonical_record":{"source":{"id":"2501.15648","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-01-26T19:17:05Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"14f12d9c6690c34363f7a952a0bb000e31b2be0595b51c0cccecfacd002d6580","abstract_canon_sha256":"ec9438a0924aee6659b5aa63125c099223f0f476edddbce3314d24e09d127c46"},"schema_version":"1.0"},"canonical_sha256":"6d8b5fe5600f33497b6d79a4d4f8fd697d1259e90ee1df654f620dc48e8ab63e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:05:32.414114Z","signature_b64":"Cq2Y50Su09Yh1mUF/ZGeO+gmUHsKkV3FUlq0Bmj/AN8UPmzMqtARAli6eJc7CdmdqSYkyeSiyt2XRju3HFlxAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6d8b5fe5600f33497b6d79a4d4f8fd697d1259e90ee1df654f620dc48e8ab63e","last_reissued_at":"2026-07-05T10:05:32.413668Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:05:32.413668Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.15648","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:05:32Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7FKteexHxqc8TMi1JNEBwcu7wT7FC9SbzdnuwXk1wikYqcPrztMt8BlQyWrbHn/DsTLlddCflYZJ6Rk5udriBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T05:47:44.643132Z"},"content_sha256":"22bf1a159f44b8583e52281274d7a143fad6a7a4ebfebdbd6c6ee9ec035aedaa","schema_version":"1.0","event_id":"sha256:22bf1a159f44b8583e52281274d7a143fad6a7a4ebfebdbd6c6ee9ec035aedaa"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:NWFV7ZLAB4ZUS63NPGSNJ6H5NF","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Can Pose Transfer Models Generate Realistic Human Motion?","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.AI","cs.LG"],"primary_cat":"cs.CV","authors_text":"Matyas Bohacek, Vaclav Knapp","submitted_at":"2025-01-26T19:17:05Z","abstract_excerpt":"Recent pose-transfer methods aim to generate temporally consistent and fully controllable videos of human action where the motion from a reference video is reenacted by a new identity. We evaluate three state-of-the-art pose-transfer methods -- AnimateAnyone, MagicAnimate, and ExAvatar -- by generating videos with actions and identities outside the training distribution and conducting a participant study about the quality of these videos. In a controlled environment of 20 distinct human actions, we find that participants, presented with the pose-transferred videos, correctly identify the desir"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.15648","kind":"arxiv","version":1},"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/2501.15648/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":"2026-07-05T10:05:32Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HPcbVLcui71lE+aNDF5g4OF8FkFrG5iIsW/JMvJxjdU3nkSriNPIAwsN2NgDCPAXvi7oH+D3rH3h5Deld0UGDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T05:47:44.643788Z"},"content_sha256":"617935b1526bfd74d5bc60b38fbdffc109747f6708fd3b6af485a37f9f653171","schema_version":"1.0","event_id":"sha256:617935b1526bfd74d5bc60b38fbdffc109747f6708fd3b6af485a37f9f653171"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/NWFV7ZLAB4ZUS63NPGSNJ6H5NF/bundle.json","state_url":"https://pith.science/pith/NWFV7ZLAB4ZUS63NPGSNJ6H5NF/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/NWFV7ZLAB4ZUS63NPGSNJ6H5NF/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":"2026-08-09T05:47:44Z","links":{"resolver":"https://pith.science/pith/NWFV7ZLAB4ZUS63NPGSNJ6H5NF","bundle":"https://pith.science/pith/NWFV7ZLAB4ZUS63NPGSNJ6H5NF/bundle.json","state":"https://pith.science/pith/NWFV7ZLAB4ZUS63NPGSNJ6H5NF/state.json","well_known_bundle":"https://pith.science/.well-known/pith/NWFV7ZLAB4ZUS63NPGSNJ6H5NF/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:NWFV7ZLAB4ZUS63NPGSNJ6H5NF","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":"ec9438a0924aee6659b5aa63125c099223f0f476edddbce3314d24e09d127c46","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-01-26T19:17:05Z","title_canon_sha256":"14f12d9c6690c34363f7a952a0bb000e31b2be0595b51c0cccecfacd002d6580"},"schema_version":"1.0","source":{"id":"2501.15648","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.15648","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"arxiv_version","alias_value":"2501.15648v1","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.15648","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"pith_short_12","alias_value":"NWFV7ZLAB4ZU","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"pith_short_16","alias_value":"NWFV7ZLAB4ZUS63N","created_at":"2026-07-05T10:05:32Z"},{"alias_kind":"pith_short_8","alias_value":"NWFV7ZLA","created_at":"2026-07-05T10:05:32Z"}],"graph_snapshots":[{"event_id":"sha256:617935b1526bfd74d5bc60b38fbdffc109747f6708fd3b6af485a37f9f653171","target":"graph","created_at":"2026-07-05T10:05:32Z","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/2501.15648/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent pose-transfer methods aim to generate temporally consistent and fully controllable videos of human action where the motion from a reference video is reenacted by a new identity. We evaluate three state-of-the-art pose-transfer methods -- AnimateAnyone, MagicAnimate, and ExAvatar -- by generating videos with actions and identities outside the training distribution and conducting a participant study about the quality of these videos. In a controlled environment of 20 distinct human actions, we find that participants, presented with the pose-transferred videos, correctly identify the desir","authors_text":"Matyas Bohacek, Vaclav Knapp","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-01-26T19:17:05Z","title":"Can Pose Transfer Models Generate Realistic Human Motion?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.15648","kind":"arxiv","version":1},"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":"sha256:22bf1a159f44b8583e52281274d7a143fad6a7a4ebfebdbd6c6ee9ec035aedaa","target":"record","created_at":"2026-07-05T10:05:32Z","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":"ec9438a0924aee6659b5aa63125c099223f0f476edddbce3314d24e09d127c46","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-01-26T19:17:05Z","title_canon_sha256":"14f12d9c6690c34363f7a952a0bb000e31b2be0595b51c0cccecfacd002d6580"},"schema_version":"1.0","source":{"id":"2501.15648","kind":"arxiv","version":1}},"canonical_sha256":"6d8b5fe5600f33497b6d79a4d4f8fd697d1259e90ee1df654f620dc48e8ab63e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6d8b5fe5600f33497b6d79a4d4f8fd697d1259e90ee1df654f620dc48e8ab63e","first_computed_at":"2026-07-05T10:05:32.413668Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:05:32.413668Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Cq2Y50Su09Yh1mUF/ZGeO+gmUHsKkV3FUlq0Bmj/AN8UPmzMqtARAli6eJc7CdmdqSYkyeSiyt2XRju3HFlxAg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:05:32.414114Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.15648","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:22bf1a159f44b8583e52281274d7a143fad6a7a4ebfebdbd6c6ee9ec035aedaa","sha256:617935b1526bfd74d5bc60b38fbdffc109747f6708fd3b6af485a37f9f653171"],"state_sha256":"0ce90d6f6cd5469485bb8cd575896741483b356d2f4c2260ac8584e6c9429f1b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0vxLjFVjDrmpZ4YmJls81OkEeYbsq64EQil+0sGgi0ucnUwu7jo0pDRXr0TD1gGJquB4zproBEktFC4pMoUKBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T05:47:44.648962Z","bundle_sha256":"f21fd9f29e4c1e2bcaf30061051d941f2a5cddc0ce0ad845e55fcb82ded1dac4"}}