{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:PHM76VAPEZR2ES223FC373MBGU","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":"2b1a0a2b2efb63eb3355f474098568946d4accf23585c0a049320c39b99571a6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-11-10T14:41:38Z","title_canon_sha256":"4f5bbd32c967a3a3970af1653c593c1ed3161428f6860feb3fe82e4b0f88305b"},"schema_version":"1.0","source":{"id":"2411.06481","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.06481","created_at":"2026-07-05T10:49:48Z"},{"alias_kind":"arxiv_version","alias_value":"2411.06481v2","created_at":"2026-07-05T10:49:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.06481","created_at":"2026-07-05T10:49:48Z"},{"alias_kind":"pith_short_12","alias_value":"PHM76VAPEZR2","created_at":"2026-07-05T10:49:48Z"},{"alias_kind":"pith_short_16","alias_value":"PHM76VAPEZR2ES22","created_at":"2026-07-05T10:49:48Z"},{"alias_kind":"pith_short_8","alias_value":"PHM76VAP","created_at":"2026-07-05T10:49:48Z"}],"graph_snapshots":[{"event_id":"sha256:3c8e138b902c4d09523faebc3a73ec47aa55c4bc452b22ca714d3e991944f56b","target":"graph","created_at":"2026-07-05T10:49:48Z","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/2411.06481/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Human motion generation is a cut-edge area of research in generative computer vision, with promising applications in video creation, game development, and robotic manipulation. The recent Mamba architecture shows promising results in efficiently modeling long and complex sequences, yet two significant challenges remain: Firstly, directly applying Mamba to extended motion generation is ineffective, as the limited capacity of the implicit memory leads to memory decay. Secondly, Mamba struggles with multimodal fusion compared to Transformers, and lack alignment with textual queries, often confusi","authors_text":"Akide Liu, Bohan Zhuang, Danning Li, Feng Chen, Hang Gao, Hao Tang, Qi Chen, Rui Zhao, Yiran Wang, Zeyu Zhang, ZhenMing Li, Zhongwen Zhou","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-11-10T14:41:38Z","title":"KMM: Key Frame Mask Mamba for Extended Motion Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.06481","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":"sha256:7b6caaf699312fbf24a6642bc89fda19995d5eb975dd5dcf61afa66c369552b1","target":"record","created_at":"2026-07-05T10:49:48Z","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":"2b1a0a2b2efb63eb3355f474098568946d4accf23585c0a049320c39b99571a6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-11-10T14:41:38Z","title_canon_sha256":"4f5bbd32c967a3a3970af1653c593c1ed3161428f6860feb3fe82e4b0f88305b"},"schema_version":"1.0","source":{"id":"2411.06481","kind":"arxiv","version":2}},"canonical_sha256":"79d9ff540f2663a24b5ad945bfed81353e193c91e2d7636eae50e70c546aa010","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"79d9ff540f2663a24b5ad945bfed81353e193c91e2d7636eae50e70c546aa010","first_computed_at":"2026-07-05T10:49:48.579574Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:49:48.579574Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"W0Ftmye1ZMkUGxAuLxGDaUj4IC0gZsUNS0sQu0nc3l0NqZkgdnDNfAYOeDUdVEbOHnkrpIEPKudR1Z9JNsDJBg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:49:48.580139Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.06481","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7b6caaf699312fbf24a6642bc89fda19995d5eb975dd5dcf61afa66c369552b1","sha256:3c8e138b902c4d09523faebc3a73ec47aa55c4bc452b22ca714d3e991944f56b"],"state_sha256":"a07522e0ae8871c09c7a78ddae189881f61b6297c73253ef1c8a286084be50f8"}