{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:PNSZHTLZOCHMV72TB4MTCETHGF","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":"51036f86832642e9cb7a7120d895b9b649504577b782402bbf4264d612469124","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-06T16:55:53Z","title_canon_sha256":"6b0a3e5aa7bc065b8c2a506277a747515680fd6e74067fdda7fd2cf644291117"},"schema_version":"1.0","source":{"id":"2312.03611","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.03611","created_at":"2026-07-05T08:00:39Z"},{"alias_kind":"arxiv_version","alias_value":"2312.03611v2","created_at":"2026-07-05T08:00:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.03611","created_at":"2026-07-05T08:00:39Z"},{"alias_kind":"pith_short_12","alias_value":"PNSZHTLZOCHM","created_at":"2026-07-05T08:00:39Z"},{"alias_kind":"pith_short_16","alias_value":"PNSZHTLZOCHMV72T","created_at":"2026-07-05T08:00:39Z"},{"alias_kind":"pith_short_8","alias_value":"PNSZHTLZ","created_at":"2026-07-05T08:00:39Z"}],"graph_snapshots":[{"event_id":"sha256:36b87e46260e1094469c85a22220d9b6884a0fc2d611e322dc74d10342f8bbbf","target":"graph","created_at":"2026-07-05T08:00:39Z","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/2312.03611/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Utilizing pre-trained 2D large-scale generative models, recent works are capable of generating high-quality novel views from a single in-the-wild image. However, due to the lack of information from multiple views, these works encounter difficulties in generating controllable novel views. In this paper, we present DreamComposer, a flexible and scalable framework that can enhance existing view-aware diffusion models by injecting multi-view conditions. Specifically, DreamComposer first uses a view-aware 3D lifting module to obtain 3D representations of an object from multiple views. Then, it rend","authors_text":"Hengshuang Zhao, Song-Hai Zhang, Tong He, Xiaoyang Wu, Xihui Liu, Yuan-Chen Guo, Yukun Huang, Yunhan Yang","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-06T16:55:53Z","title":"DreamComposer: Controllable 3D Object Generation via Multi-View Conditions"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.03611","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:c413ee925518a66bbeaef2fb8117a203e737ac08ffed7b4706b7d9bbf3792e7d","target":"record","created_at":"2026-07-05T08:00:39Z","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":"51036f86832642e9cb7a7120d895b9b649504577b782402bbf4264d612469124","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-12-06T16:55:53Z","title_canon_sha256":"6b0a3e5aa7bc065b8c2a506277a747515680fd6e74067fdda7fd2cf644291117"},"schema_version":"1.0","source":{"id":"2312.03611","kind":"arxiv","version":2}},"canonical_sha256":"7b6593cd79708ecaff530f1931126731591e18bc3006c988d5603b098314385f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7b6593cd79708ecaff530f1931126731591e18bc3006c988d5603b098314385f","first_computed_at":"2026-07-05T08:00:39.490289Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:00:39.490289Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"uNWMWzwTBJlJ6vJvbAaM2E106Y/rKifpx2x9B7QWshpUrK+E+0INMqiFdwncyOTtn3pBF4UDBFPiTnR/HWXvDA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:00:39.490784Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.03611","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c413ee925518a66bbeaef2fb8117a203e737ac08ffed7b4706b7d9bbf3792e7d","sha256:36b87e46260e1094469c85a22220d9b6884a0fc2d611e322dc74d10342f8bbbf"],"state_sha256":"a3e4935f4d3ebd9f7c60fa19d31b17b9a28487d269e5b5d7111158bae75672cf"}