{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:GUPA7HEMA64MELZDRAGRIU2EXO","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":"3d1349d87c5fe9b078eeb252edea2da606eb37c7b45d599634a8989bff3496b4","cross_cats_sorted":["cs.GR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-18T01:29:50Z","title_canon_sha256":"8d9db5bc366b59a4b5ea2e1e31bb8184aa9f26b52fed55cbeaca7a004f193e1e"},"schema_version":"1.0","source":{"id":"2607.16577","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.16577","created_at":"2026-07-21T00:20:26Z"},{"alias_kind":"arxiv_version","alias_value":"2607.16577v1","created_at":"2026-07-21T00:20:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.16577","created_at":"2026-07-21T00:20:26Z"},{"alias_kind":"pith_short_12","alias_value":"GUPA7HEMA64M","created_at":"2026-07-21T00:20:26Z"},{"alias_kind":"pith_short_16","alias_value":"GUPA7HEMA64MELZD","created_at":"2026-07-21T00:20:26Z"},{"alias_kind":"pith_short_8","alias_value":"GUPA7HEM","created_at":"2026-07-21T00:20:26Z"}],"graph_snapshots":[{"event_id":"sha256:4847c68c7ba3b69490fef5648473dbddfb3cb370d8552dd7b4eb73e50f3f2e34","target":"graph","created_at":"2026-07-21T00:20:26Z","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/2607.16577/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper presents a latent-space 3D shape editing framework built upon a coupled neural shape (CNS) representation and a neural feature volume optimization. This work extends CNS-Edit, built on Coupled Neural Shape optimization, to CNS-Edit++, by generalizing the category-specific coupled representation to category-agnostic 3D shape editing with foundation models. The Coupled Neural Shape (CNS) representation couples a global latent code that captures high-level shape semantics with a 3D neural feature volume that provides spatial context for local shape manipulation. Then we formulate a cou","authors_text":"Chi-Wing Fu, Haipeng Li, Hao (Richard) Zhang, Jingyu Hu, Ka-Hei Hui, Weilong Yan, Zhengzhe Liu","cross_cats":["cs.GR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-18T01:29:50Z","title":"CNS-Edit++: Category-Agnostic 3D Editing with Coupled Neural Shape Representation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.16577","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":"sha256:2b04880e29bdafa286ce862d1ab3e6e745e32a797a7d8ca87bdf5e8e55726c82","target":"record","created_at":"2026-07-21T00:20:26Z","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":"3d1349d87c5fe9b078eeb252edea2da606eb37c7b45d599634a8989bff3496b4","cross_cats_sorted":["cs.GR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-18T01:29:50Z","title_canon_sha256":"8d9db5bc366b59a4b5ea2e1e31bb8184aa9f26b52fed55cbeaca7a004f193e1e"},"schema_version":"1.0","source":{"id":"2607.16577","kind":"arxiv","version":1}},"canonical_sha256":"351e0f9c8c07b8c22f23880d145344bb91e827701192df12fd078926dc5273dd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"351e0f9c8c07b8c22f23880d145344bb91e827701192df12fd078926dc5273dd","first_computed_at":"2026-07-21T00:20:26.368737Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-21T00:20:26.368737Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"P80+vzMU4dB9SL92DJOwb5vjmVNMl0bLuDAY3yXSShZFt7HGxZBBTl5zu4PxtupKqx8WBSnaN2zV6+DD4WvlDw==","signature_status":"signed_v1","signed_at":"2026-07-21T00:20:26.369646Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.16577","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2b04880e29bdafa286ce862d1ab3e6e745e32a797a7d8ca87bdf5e8e55726c82","sha256:4847c68c7ba3b69490fef5648473dbddfb3cb370d8552dd7b4eb73e50f3f2e34"],"state_sha256":"a70be242ddb6263662fb3c67b3599622b9438f8db1e737eb38b9f31cdb300db2"}