{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:6AATP3CIS2RBEG4YESVKO7H5IP","short_pith_number":"pith:6AATP3CI","canonical_record":{"source":{"id":"2410.12928","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-10-16T18:14:09Z","cross_cats_sorted":[],"title_canon_sha256":"1896fbac35b450e9c9e73c510447b54919d2b3d47d3107389c2f3d38225d8417","abstract_canon_sha256":"f020dfc76db52fc5d9d155bd33aef3754a1c92cd480417cd73b3ebb3bc7cacc2"},"schema_version":"1.0"},"canonical_sha256":"f00137ec4896a2121b9824aaa77cfd43c39ceb749dd594b10baa1b73daa0eebb","source":{"kind":"arxiv","id":"2410.12928","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.12928","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"arxiv_version","alias_value":"2410.12928v1","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.12928","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"pith_short_12","alias_value":"6AATP3CIS2RB","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"pith_short_16","alias_value":"6AATP3CIS2RBEG4Y","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"pith_short_8","alias_value":"6AATP3CI","created_at":"2026-07-05T09:21:52Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:6AATP3CIS2RBEG4YESVKO7H5IP","target":"record","payload":{"canonical_record":{"source":{"id":"2410.12928","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-10-16T18:14:09Z","cross_cats_sorted":[],"title_canon_sha256":"1896fbac35b450e9c9e73c510447b54919d2b3d47d3107389c2f3d38225d8417","abstract_canon_sha256":"f020dfc76db52fc5d9d155bd33aef3754a1c92cd480417cd73b3ebb3bc7cacc2"},"schema_version":"1.0"},"canonical_sha256":"f00137ec4896a2121b9824aaa77cfd43c39ceb749dd594b10baa1b73daa0eebb","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:21:52.822234Z","signature_b64":"J+WbxTfJASIWYAj4bBwmlZ7HUeoMfFmNnmA8rc4r8j04JIJGQnln4MTb7/iZmjjTG1+zQqlgaib7gWXkWXaLBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f00137ec4896a2121b9824aaa77cfd43c39ceb749dd594b10baa1b73daa0eebb","last_reissued_at":"2026-07-05T09:21:52.821797Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:21:52.821797Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2410.12928","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:21:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"pdPNcxdLApkmsG6B7DGu8X6ZeWs+H92osqfyEPn47k4/0i9iULeVQVOiksAJX5ZBkIzf9yE9V8farTrzZ/ENBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T14:39:05.093630Z"},"content_sha256":"5692e913ff496df10f26933727598dc0d1150285332b207e4a0c7928f2a15651","schema_version":"1.0","event_id":"sha256:5692e913ff496df10f26933727598dc0d1150285332b207e4a0c7928f2a15651"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:6AATP3CIS2RBEG4YESVKO7H5IP","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DreamCraft3D++: Efficient Hierarchical 3D Generation with Multi-Plane Reconstruction Model","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Bo Zhang, Cheng Peng, Jingxiang Sun, Ruizhi Shao, Xiaochen Zhao, Yangguang Li, Yanpei Cao, Yebin Liu, Yuan-Chen Guo","submitted_at":"2024-10-16T18:14:09Z","abstract_excerpt":"We introduce DreamCraft3D++, an extension of DreamCraft3D that enables efficient high-quality generation of complex 3D assets. DreamCraft3D++ inherits the multi-stage generation process of DreamCraft3D, but replaces the time-consuming geometry sculpting optimization with a feed-forward multi-plane based reconstruction model, speeding up the process by 1000x. For texture refinement, we propose a training-free IP-Adapter module that is conditioned on the enhanced multi-view images to enhance texture and geometry consistency, providing a 4x faster alternative to DreamCraft3D's DreamBooth fine-tun"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.12928","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/2410.12928/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:21:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wZN2gTl+ycg95y3CjamL2EcZAj/WbnQgm+LyHgS9r98uPVIWaafmAXtWNw1gxHqKYYsqjzCHCaogZ28/b1hoDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T14:39:05.094035Z"},"content_sha256":"1d5fcdecaf5281e5c598088712090a5b5c1315a9dbaaa88bb48b300a1ba3e858","schema_version":"1.0","event_id":"sha256:1d5fcdecaf5281e5c598088712090a5b5c1315a9dbaaa88bb48b300a1ba3e858"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6AATP3CIS2RBEG4YESVKO7H5IP/bundle.json","state_url":"https://pith.science/pith/6AATP3CIS2RBEG4YESVKO7H5IP/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6AATP3CIS2RBEG4YESVKO7H5IP/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-07T14:39:05Z","links":{"resolver":"https://pith.science/pith/6AATP3CIS2RBEG4YESVKO7H5IP","bundle":"https://pith.science/pith/6AATP3CIS2RBEG4YESVKO7H5IP/bundle.json","state":"https://pith.science/pith/6AATP3CIS2RBEG4YESVKO7H5IP/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6AATP3CIS2RBEG4YESVKO7H5IP/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:6AATP3CIS2RBEG4YESVKO7H5IP","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":"f020dfc76db52fc5d9d155bd33aef3754a1c92cd480417cd73b3ebb3bc7cacc2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-10-16T18:14:09Z","title_canon_sha256":"1896fbac35b450e9c9e73c510447b54919d2b3d47d3107389c2f3d38225d8417"},"schema_version":"1.0","source":{"id":"2410.12928","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.12928","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"arxiv_version","alias_value":"2410.12928v1","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.12928","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"pith_short_12","alias_value":"6AATP3CIS2RB","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"pith_short_16","alias_value":"6AATP3CIS2RBEG4Y","created_at":"2026-07-05T09:21:52Z"},{"alias_kind":"pith_short_8","alias_value":"6AATP3CI","created_at":"2026-07-05T09:21:52Z"}],"graph_snapshots":[{"event_id":"sha256:1d5fcdecaf5281e5c598088712090a5b5c1315a9dbaaa88bb48b300a1ba3e858","target":"graph","created_at":"2026-07-05T09:21:52Z","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/2410.12928/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We introduce DreamCraft3D++, an extension of DreamCraft3D that enables efficient high-quality generation of complex 3D assets. DreamCraft3D++ inherits the multi-stage generation process of DreamCraft3D, but replaces the time-consuming geometry sculpting optimization with a feed-forward multi-plane based reconstruction model, speeding up the process by 1000x. For texture refinement, we propose a training-free IP-Adapter module that is conditioned on the enhanced multi-view images to enhance texture and geometry consistency, providing a 4x faster alternative to DreamCraft3D's DreamBooth fine-tun","authors_text":"Bo Zhang, Cheng Peng, Jingxiang Sun, Ruizhi Shao, Xiaochen Zhao, Yangguang Li, Yanpei Cao, Yebin Liu, Yuan-Chen Guo","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-10-16T18:14:09Z","title":"DreamCraft3D++: Efficient Hierarchical 3D Generation with Multi-Plane Reconstruction Model"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.12928","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":"sha256:5692e913ff496df10f26933727598dc0d1150285332b207e4a0c7928f2a15651","target":"record","created_at":"2026-07-05T09:21:52Z","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":"f020dfc76db52fc5d9d155bd33aef3754a1c92cd480417cd73b3ebb3bc7cacc2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-10-16T18:14:09Z","title_canon_sha256":"1896fbac35b450e9c9e73c510447b54919d2b3d47d3107389c2f3d38225d8417"},"schema_version":"1.0","source":{"id":"2410.12928","kind":"arxiv","version":1}},"canonical_sha256":"f00137ec4896a2121b9824aaa77cfd43c39ceb749dd594b10baa1b73daa0eebb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f00137ec4896a2121b9824aaa77cfd43c39ceb749dd594b10baa1b73daa0eebb","first_computed_at":"2026-07-05T09:21:52.821797Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:21:52.821797Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"J+WbxTfJASIWYAj4bBwmlZ7HUeoMfFmNnmA8rc4r8j04JIJGQnln4MTb7/iZmjjTG1+zQqlgaib7gWXkWXaLBA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:21:52.822234Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.12928","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5692e913ff496df10f26933727598dc0d1150285332b207e4a0c7928f2a15651","sha256:1d5fcdecaf5281e5c598088712090a5b5c1315a9dbaaa88bb48b300a1ba3e858"],"state_sha256":"82f6e0dbfee3c7a3c4ec263d7376cf5d4d4530da3a5bb215d549aae8786df225"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gJXG51lrTBk1YZ8E3vb5OSMo3+2trvNB6qMDR2EtDANNQxc12uuIeF63fEbe3UmpGPjJE1B9FdrFyp377Z8yCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T14:39:05.096021Z","bundle_sha256":"078550852e6ce2dcff464fe4f1706bd8c13a6c75138945250c9fc6a4c5c5e101"}}