{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:SCRWEHZCJP7OYFNDRPQJROMGZL","short_pith_number":"pith:SCRWEHZC","canonical_record":{"source":{"id":"2412.13463","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-18T03:18:11Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"3b86fd0bfc21ea349c62b2a704a5b60c95dac75b18300dc63dc970c618fbcbb5","abstract_canon_sha256":"353b40c88be0db5f91a88e000b5615e909bc9547e4ccd2488a09ad877c75cfc3"},"schema_version":"1.0"},"canonical_sha256":"90a3621f224bfeec15a38be098b986caf6d58209f86a253c9789f39e14d5bc46","source":{"kind":"arxiv","id":"2412.13463","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.13463","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"arxiv_version","alias_value":"2412.13463v1","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.13463","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"pith_short_12","alias_value":"SCRWEHZCJP7O","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"pith_short_16","alias_value":"SCRWEHZCJP7OYFND","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"pith_short_8","alias_value":"SCRWEHZC","created_at":"2026-07-05T09:51:02Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:SCRWEHZCJP7OYFNDRPQJROMGZL","target":"record","payload":{"canonical_record":{"source":{"id":"2412.13463","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-18T03:18:11Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"3b86fd0bfc21ea349c62b2a704a5b60c95dac75b18300dc63dc970c618fbcbb5","abstract_canon_sha256":"353b40c88be0db5f91a88e000b5615e909bc9547e4ccd2488a09ad877c75cfc3"},"schema_version":"1.0"},"canonical_sha256":"90a3621f224bfeec15a38be098b986caf6d58209f86a253c9789f39e14d5bc46","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:51:02.170805Z","signature_b64":"prdJntO6LDl03TP9o/Ibx8PaY+zhMr0KUthac6/fVSk5vQoeUGM8FIx5o3PHVG5vmocjO0xOsnPUuzHGMYfUCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"90a3621f224bfeec15a38be098b986caf6d58209f86a253c9789f39e14d5bc46","last_reissued_at":"2026-07-05T09:51:02.170333Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:51:02.170333Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.13463","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":"2026-07-05T09:51:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YgsjAzzJgWS/uKtQD4/+BkjQMGzR+PaB3QoZcPA2V+7fgDqn4zfu3tltNwEyc2JtiTMuCX7Xci+cVLTY0+7oBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T04:25:41.779758Z"},"content_sha256":"d2ad190a731f21a5942cd1fc4f2f2c611e168829456054b36ed2a3e9d59707ef","schema_version":"1.0","event_id":"sha256:d2ad190a731f21a5942cd1fc4f2f2c611e168829456054b36ed2a3e9d59707ef"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:SCRWEHZCJP7OYFNDRPQJROMGZL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"FlexPose: Pose Distribution Adaptation with Limited Guidance","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Bei Yu, Junwu Weng, Mengyuan Liu, Zixiao Wang","submitted_at":"2024-12-18T03:18:11Z","abstract_excerpt":"Numerous well-annotated human key-point datasets are publicly available to date. However, annotating human poses for newly collected images is still a costly and time-consuming progress. Pose distributions from different datasets share similar pose hinge-structure priors with different geometric transformations, such as pivot orientation, joint rotation, and bone length ratio. The difference between Pose distributions is essentially the difference between the transformation distributions. Inspired by this fact, we propose a method to calibrate a pre-trained pose generator in which the pose pri"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.13463","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/2412.13463/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":"2026-07-05T09:51:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"sN1lYQbiaIE1nL5iZ7Yd1TpawqWNTGP7Pe/qFM7a3uKb5EIBfx/V+9aoP9/PbEqZTVZuFe/qfNZxxxb5ow0OCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T04:25:41.780124Z"},"content_sha256":"7169d2cf9a2e7fc1643c2be207d5b14dea06c1a7692f82cfd4689750609a82ff","schema_version":"1.0","event_id":"sha256:7169d2cf9a2e7fc1643c2be207d5b14dea06c1a7692f82cfd4689750609a82ff"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/SCRWEHZCJP7OYFNDRPQJROMGZL/bundle.json","state_url":"https://pith.science/pith/SCRWEHZCJP7OYFNDRPQJROMGZL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/SCRWEHZCJP7OYFNDRPQJROMGZL/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":"2026-07-07T04:25:41Z","links":{"resolver":"https://pith.science/pith/SCRWEHZCJP7OYFNDRPQJROMGZL","bundle":"https://pith.science/pith/SCRWEHZCJP7OYFNDRPQJROMGZL/bundle.json","state":"https://pith.science/pith/SCRWEHZCJP7OYFNDRPQJROMGZL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/SCRWEHZCJP7OYFNDRPQJROMGZL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:SCRWEHZCJP7OYFNDRPQJROMGZL","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":"353b40c88be0db5f91a88e000b5615e909bc9547e4ccd2488a09ad877c75cfc3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-18T03:18:11Z","title_canon_sha256":"3b86fd0bfc21ea349c62b2a704a5b60c95dac75b18300dc63dc970c618fbcbb5"},"schema_version":"1.0","source":{"id":"2412.13463","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.13463","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"arxiv_version","alias_value":"2412.13463v1","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.13463","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"pith_short_12","alias_value":"SCRWEHZCJP7O","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"pith_short_16","alias_value":"SCRWEHZCJP7OYFND","created_at":"2026-07-05T09:51:02Z"},{"alias_kind":"pith_short_8","alias_value":"SCRWEHZC","created_at":"2026-07-05T09:51:02Z"}],"graph_snapshots":[{"event_id":"sha256:7169d2cf9a2e7fc1643c2be207d5b14dea06c1a7692f82cfd4689750609a82ff","target":"graph","created_at":"2026-07-05T09:51:02Z","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/2412.13463/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Numerous well-annotated human key-point datasets are publicly available to date. However, annotating human poses for newly collected images is still a costly and time-consuming progress. Pose distributions from different datasets share similar pose hinge-structure priors with different geometric transformations, such as pivot orientation, joint rotation, and bone length ratio. The difference between Pose distributions is essentially the difference between the transformation distributions. Inspired by this fact, we propose a method to calibrate a pre-trained pose generator in which the pose pri","authors_text":"Bei Yu, Junwu Weng, Mengyuan Liu, Zixiao Wang","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-18T03:18:11Z","title":"FlexPose: Pose Distribution Adaptation with Limited Guidance"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.13463","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:d2ad190a731f21a5942cd1fc4f2f2c611e168829456054b36ed2a3e9d59707ef","target":"record","created_at":"2026-07-05T09:51:02Z","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":"353b40c88be0db5f91a88e000b5615e909bc9547e4ccd2488a09ad877c75cfc3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-18T03:18:11Z","title_canon_sha256":"3b86fd0bfc21ea349c62b2a704a5b60c95dac75b18300dc63dc970c618fbcbb5"},"schema_version":"1.0","source":{"id":"2412.13463","kind":"arxiv","version":1}},"canonical_sha256":"90a3621f224bfeec15a38be098b986caf6d58209f86a253c9789f39e14d5bc46","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"90a3621f224bfeec15a38be098b986caf6d58209f86a253c9789f39e14d5bc46","first_computed_at":"2026-07-05T09:51:02.170333Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:51:02.170333Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"prdJntO6LDl03TP9o/Ibx8PaY+zhMr0KUthac6/fVSk5vQoeUGM8FIx5o3PHVG5vmocjO0xOsnPUuzHGMYfUCw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:51:02.170805Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.13463","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d2ad190a731f21a5942cd1fc4f2f2c611e168829456054b36ed2a3e9d59707ef","sha256:7169d2cf9a2e7fc1643c2be207d5b14dea06c1a7692f82cfd4689750609a82ff"],"state_sha256":"ffeb8cce6bad5eca3678a13795ffe6881f59235f68f74cf2d107a99a921cd05a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IXASYf/EaUPy7X540d4rVzYb3lMPdxyQ6azuTonPYGOmKxK5PWv/R/zrRaDpd9jDMLNBuF14sM1Q+b2/PRQ3Cg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T04:25:41.782093Z","bundle_sha256":"88cb6e25479aa7ec1d2f25f1ec944b384d16042f3c6009bd6120c45280f64158"}}