{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:W4TTRYZMIMGFC7YLJBMBKQMZAF","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":"503ca15d8b9a4d5cb701bf2cfbec2b5f5492cb81439da53fdcb8015537747380","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-08-18T15:13:03Z","title_canon_sha256":"1d723eff90c5389378bb8f170d8e875184fe437d9dfdfdb1a68b7bb02f3bd1f5"},"schema_version":"1.0","source":{"id":"2308.09611","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2308.09611","created_at":"2026-07-05T06:42:35Z"},{"alias_kind":"arxiv_version","alias_value":"2308.09611v1","created_at":"2026-07-05T06:42:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2308.09611","created_at":"2026-07-05T06:42:35Z"},{"alias_kind":"pith_short_12","alias_value":"W4TTRYZMIMGF","created_at":"2026-07-05T06:42:35Z"},{"alias_kind":"pith_short_16","alias_value":"W4TTRYZMIMGFC7YL","created_at":"2026-07-05T06:42:35Z"},{"alias_kind":"pith_short_8","alias_value":"W4TTRYZM","created_at":"2026-07-05T06:42:35Z"}],"graph_snapshots":[{"event_id":"sha256:d69fe5021cb6e03be91c482baebbaa0c0686b8d35d1fba8d5c7707e66233a239","target":"graph","created_at":"2026-07-05T06:42:35Z","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/2308.09611/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Language-guided human motion synthesis has been a challenging task due to the inherent complexity and diversity of human behaviors. Previous methods face limitations in generalization to novel actions, often resulting in unrealistic or incoherent motion sequences. In this paper, we propose ATOM (ATomic mOtion Modeling) to mitigate this problem, by decomposing actions into atomic actions, and employing a curriculum learning strategy to learn atomic action composition. First, we disentangle complex human motions into a set of atomic actions during learning, and then assemble novel actions using ","authors_text":"David Doermann, Ifeoma Nwogu, Junsong Yuan, Lu Dong, Mingzhen Huang, Siwei Lyu, Tianyu Luan, Yuanhao Zhai","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-08-18T15:13:03Z","title":"Language-guided Human Motion Synthesis with Atomic Actions"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2308.09611","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:af1dcd18fbc500e1f8bb103cc83be706621a671bf703098d9183c9a2a4943c4b","target":"record","created_at":"2026-07-05T06:42:35Z","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":"503ca15d8b9a4d5cb701bf2cfbec2b5f5492cb81439da53fdcb8015537747380","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-08-18T15:13:03Z","title_canon_sha256":"1d723eff90c5389378bb8f170d8e875184fe437d9dfdfdb1a68b7bb02f3bd1f5"},"schema_version":"1.0","source":{"id":"2308.09611","kind":"arxiv","version":1}},"canonical_sha256":"b72738e32c430c517f0b4858154199017284ee284730a56ceb450f85b7f3b3cf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b72738e32c430c517f0b4858154199017284ee284730a56ceb450f85b7f3b3cf","first_computed_at":"2026-07-05T06:42:35.501480Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:42:35.501480Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"9k6hpFMMvW4uJ59HYhyi6f6b1m7RIGaMM+mBsEeLA1QG+7CLeZDTBGqFVAH7eHrmX91k66uIXIOgapXzpO22Ag==","signature_status":"signed_v1","signed_at":"2026-07-05T06:42:35.501996Z","signed_message":"canonical_sha256_bytes"},"source_id":"2308.09611","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:af1dcd18fbc500e1f8bb103cc83be706621a671bf703098d9183c9a2a4943c4b","sha256:d69fe5021cb6e03be91c482baebbaa0c0686b8d35d1fba8d5c7707e66233a239"],"state_sha256":"f276b0cfb5dbfa564bb0aa7ca1ce8ab679fab37577f2c36d74851ddf1b373f37"}