{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:JYMOZMETQ2VDCTIZMTERLI5ULO","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":"33f5e83d4d3f1aefaf7975c58eb1392fb0034c61d0e78d168f47cc693310720a","cross_cats_sorted":["cs.AI","cs.MM","eess.SP"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-12T16:53:58Z","title_canon_sha256":"22688172f341ddd26610c48650e97f9934cd9edef815d92295920dc395f9a2ad"},"schema_version":"1.0","source":{"id":"2503.09537","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.09537","created_at":"2026-07-05T10:29:57Z"},{"alias_kind":"arxiv_version","alias_value":"2503.09537v1","created_at":"2026-07-05T10:29:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.09537","created_at":"2026-07-05T10:29:57Z"},{"alias_kind":"pith_short_12","alias_value":"JYMOZMETQ2VD","created_at":"2026-07-05T10:29:57Z"},{"alias_kind":"pith_short_16","alias_value":"JYMOZMETQ2VDCTIZ","created_at":"2026-07-05T10:29:57Z"},{"alias_kind":"pith_short_8","alias_value":"JYMOZMET","created_at":"2026-07-05T10:29:57Z"}],"graph_snapshots":[{"event_id":"sha256:5eb6872d1902e94270712e13257b6d130e4169e67dc354eb5593cf645ba3797f","target":"graph","created_at":"2026-07-05T10:29:57Z","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/2503.09537/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Human pose estimation (HPE) detects the positions of human body joints for various applications. Compared to using cameras, HPE using radio frequency (RF) signals is non-intrusive and more robust to adverse conditions, exploiting the signal variations caused by human interference. However, existing studies focus on single-domain HPE confined by domain-specific confounders, which cannot generalize to new domains and result in diminished HPE performance. Specifically, the signal variations caused by different human body parts are entangled, containing subject-specific confounders. RF signals are","authors_text":"Julie A. McCann, Shuokang Huang","cross_cats":["cs.AI","cs.MM","eess.SP"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-12T16:53:58Z","title":"GenHPE: Generative Counterfactuals for 3D Human Pose Estimation with Radio Frequency Signals"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.09537","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":"sha256:4d25824270f93a25b6c1cf62b62ca5d87be53b83b4a82b8d59e6972cee0920a1","target":"record","created_at":"2026-07-05T10:29:57Z","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":"33f5e83d4d3f1aefaf7975c58eb1392fb0034c61d0e78d168f47cc693310720a","cross_cats_sorted":["cs.AI","cs.MM","eess.SP"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-12T16:53:58Z","title_canon_sha256":"22688172f341ddd26610c48650e97f9934cd9edef815d92295920dc395f9a2ad"},"schema_version":"1.0","source":{"id":"2503.09537","kind":"arxiv","version":1}},"canonical_sha256":"4e18ecb09386aa314d1964c915a3b45b8e74a1d575ee29a6ba2e73aa968e7b30","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4e18ecb09386aa314d1964c915a3b45b8e74a1d575ee29a6ba2e73aa968e7b30","first_computed_at":"2026-07-05T10:29:57.986414Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:29:57.986414Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"y0GeIbfq3Oj7jbcTdLFUtnyTqQk3oA7nTZPB0jklrTPDveNkQeuBXNIUKzOx8vozuYMuXpiTQE7nhvvEvSyEDA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:29:57.986966Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.09537","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4d25824270f93a25b6c1cf62b62ca5d87be53b83b4a82b8d59e6972cee0920a1","sha256:5eb6872d1902e94270712e13257b6d130e4169e67dc354eb5593cf645ba3797f"],"state_sha256":"c0cc18646f63a7795c2eb5a7604e5439f95927893e4859e59872c17d7804903b"}