{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:MQ3I22LELZTQO4C5OZTFYGLTDB","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":"9699f002ba142cc4dd9b9a6daae146e37a4408dfdc6d29263eb5a1395292a719","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-09-23T17:59:06Z","title_canon_sha256":"4ccff0381ebc5ca9a75b35df494c086c454e3d72d7f0514992755a49b4fdd4fe"},"schema_version":"1.0","source":{"id":"2409.15273","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.15273","created_at":"2026-07-05T10:43:01Z"},{"alias_kind":"arxiv_version","alias_value":"2409.15273v2","created_at":"2026-07-05T10:43:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.15273","created_at":"2026-07-05T10:43:01Z"},{"alias_kind":"pith_short_12","alias_value":"MQ3I22LELZTQ","created_at":"2026-07-05T10:43:01Z"},{"alias_kind":"pith_short_16","alias_value":"MQ3I22LELZTQO4C5","created_at":"2026-07-05T10:43:01Z"},{"alias_kind":"pith_short_8","alias_value":"MQ3I22LE","created_at":"2026-07-05T10:43:01Z"}],"graph_snapshots":[{"event_id":"sha256:cc92249d71ca2846c6955b38221c61c5ef7fac4e21cd05eaf7fd743610ec7047","target":"graph","created_at":"2026-07-05T10:43:01Z","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/2409.15273/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent works in inverse rendering have shown promise in using multi-view images of an object to recover shape, albedo, and materials. However, the recovered components often fail to render accurately under new lighting conditions due to the intrinsic challenge of disentangling albedo and material properties from input images. To address this challenge, we introduce MaterialFusion, an enhanced conventional 3D inverse rendering pipeline that incorporates a 2D prior on texture and material properties. We present StableMaterial, a 2D diffusion model prior that refines multi-lit data to estimate th","authors_text":"Aviral Agrawal, Fernando De la Torre, Kangle Deng, Or Patashnik, Rushikesh Zawar, Shubham Tulsiani, Yehonathan Litman","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-09-23T17:59:06Z","title":"MaterialFusion: Enhancing Inverse Rendering with Material Diffusion Priors"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.15273","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:f197ff9595d279bbc22681ad720e8adb30c32c5d892c779e9bf470593e4ff24a","target":"record","created_at":"2026-07-05T10:43:01Z","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":"9699f002ba142cc4dd9b9a6daae146e37a4408dfdc6d29263eb5a1395292a719","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-09-23T17:59:06Z","title_canon_sha256":"4ccff0381ebc5ca9a75b35df494c086c454e3d72d7f0514992755a49b4fdd4fe"},"schema_version":"1.0","source":{"id":"2409.15273","kind":"arxiv","version":2}},"canonical_sha256":"64368d69645e6707705d76665c19731866b2fd21f298f95c22e49a7f61da3a4e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"64368d69645e6707705d76665c19731866b2fd21f298f95c22e49a7f61da3a4e","first_computed_at":"2026-07-05T10:43:01.591821Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:43:01.591821Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8MhIgz0x7+n5v2z9NOxvrZGuAXNCbXnjiBMnzPzrkiEyhvR67X/eYvRfonVWWAorG+gY5UZDLNSV9RbZs7ZuDg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:43:01.592309Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.15273","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f197ff9595d279bbc22681ad720e8adb30c32c5d892c779e9bf470593e4ff24a","sha256:cc92249d71ca2846c6955b38221c61c5ef7fac4e21cd05eaf7fd743610ec7047"],"state_sha256":"f0e90f0f8c3d2c5c7fced85635bd0c14c22e0374aaf10e87d3fd74aeef13fc51"}