{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:VR7BE5AZ2BP37ZHRETCYIHEDXK","short_pith_number":"pith:VR7BE5AZ","schema_version":"1.0","canonical_sha256":"ac7e127419d05fbfe4f124c5841c83bab8270d17aa7d91d0c41a3933792a59ff","source":{"kind":"arxiv","id":"2607.05787","version":1},"attestation_state":"computed","paper":{"title":"DeSeG: Decoupling Semantic Intent and Geometric Constraints for Physically Plausible Human-Scene Interaction","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Feng Zheng, Jiakun Li, Jinyu Yang, Mingqi Gao, Wenqiang Wu, Zhe Li, Zheng Chang","submitted_at":"2026-07-07T03:21:08Z","abstract_excerpt":"Synthesizing physically plausible human-scene interactions (HSI) remains a critical challenge in computer vision and the development of human avatars. Although recent generative models enable diverse motion synthesis, they suffer from an inductive bias referred to as semantic-geometric entanglement. Because spatial constraints often strongly correlate with specific actions in training data, monolithic models will learn the shortcut bias, aggressively overriding the semantic intent when faced with strict geometric cues. Furthermore, this entanglement exacerbates physical hallucinations, such as"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2607.05787","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-07T03:21:08Z","cross_cats_sorted":[],"title_canon_sha256":"0b2839ded4df64ad2eb77efec75fb926492cc96c36522c00eda4415096ae0913","abstract_canon_sha256":"d02b59764fd9ffcafc9ca33fd33c52402c4b41f165a27889f536124856ca80bf"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-08T01:18:45.721496Z","signature_b64":"ilpMMHZLk8rzBxSd73rPvEUCIHMsP6iwXYkVuuq3Lo46XH6OcYQgsZVl9jSdKVQ71JrO3dhVBThiMV8c5EFnCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ac7e127419d05fbfe4f124c5841c83bab8270d17aa7d91d0c41a3933792a59ff","last_reissued_at":"2026-07-08T01:18:45.721002Z","signature_status":"signed_v1","first_computed_at":"2026-07-08T01:18:45.721002Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"DeSeG: Decoupling Semantic Intent and Geometric Constraints for Physically Plausible Human-Scene Interaction","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Feng Zheng, Jiakun Li, Jinyu Yang, Mingqi Gao, Wenqiang Wu, Zhe Li, Zheng Chang","submitted_at":"2026-07-07T03:21:08Z","abstract_excerpt":"Synthesizing physically plausible human-scene interactions (HSI) remains a critical challenge in computer vision and the development of human avatars. Although recent generative models enable diverse motion synthesis, they suffer from an inductive bias referred to as semantic-geometric entanglement. Because spatial constraints often strongly correlate with specific actions in training data, monolithic models will learn the shortcut bias, aggressively overriding the semantic intent when faced with strict geometric cues. Furthermore, this entanglement exacerbates physical hallucinations, such as"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.05787","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/2607.05787/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2607.05787","created_at":"2026-07-08T01:18:45.721080+00:00"},{"alias_kind":"arxiv_version","alias_value":"2607.05787v1","created_at":"2026-07-08T01:18:45.721080+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.05787","created_at":"2026-07-08T01:18:45.721080+00:00"},{"alias_kind":"pith_short_12","alias_value":"VR7BE5AZ2BP3","created_at":"2026-07-08T01:18:45.721080+00:00"},{"alias_kind":"pith_short_16","alias_value":"VR7BE5AZ2BP37ZHR","created_at":"2026-07-08T01:18:45.721080+00:00"},{"alias_kind":"pith_short_8","alias_value":"VR7BE5AZ","created_at":"2026-07-08T01:18:45.721080+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/VR7BE5AZ2BP37ZHRETCYIHEDXK","json":"https://pith.science/pith/VR7BE5AZ2BP37ZHRETCYIHEDXK.json","graph_json":"https://pith.science/api/pith-number/VR7BE5AZ2BP37ZHRETCYIHEDXK/graph.json","events_json":"https://pith.science/api/pith-number/VR7BE5AZ2BP37ZHRETCYIHEDXK/events.json","paper":"https://pith.science/paper/VR7BE5AZ"},"agent_actions":{"view_html":"https://pith.science/pith/VR7BE5AZ2BP37ZHRETCYIHEDXK","download_json":"https://pith.science/pith/VR7BE5AZ2BP37ZHRETCYIHEDXK.json","view_paper":"https://pith.science/paper/VR7BE5AZ","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2607.05787&json=true","fetch_graph":"https://pith.science/api/pith-number/VR7BE5AZ2BP37ZHRETCYIHEDXK/graph.json","fetch_events":"https://pith.science/api/pith-number/VR7BE5AZ2BP37ZHRETCYIHEDXK/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/VR7BE5AZ2BP37ZHRETCYIHEDXK/action/timestamp_anchor","attest_storage":"https://pith.science/pith/VR7BE5AZ2BP37ZHRETCYIHEDXK/action/storage_attestation","attest_author":"https://pith.science/pith/VR7BE5AZ2BP37ZHRETCYIHEDXK/action/author_attestation","sign_citation":"https://pith.science/pith/VR7BE5AZ2BP37ZHRETCYIHEDXK/action/citation_signature","submit_replication":"https://pith.science/pith/VR7BE5AZ2BP37ZHRETCYIHEDXK/action/replication_record"}},"created_at":"2026-07-08T01:18:45.721080+00:00","updated_at":"2026-07-08T01:18:45.721080+00:00"}