{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:DJIJWGQAMI6K2IVXWJSGXF47TE","short_pith_number":"pith:DJIJWGQA","canonical_record":{"source":{"id":"2412.04842","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-06T08:27:53Z","cross_cats_sorted":[],"title_canon_sha256":"8a5ab037a14d7262e0704a53fcf5783397849f9d3b88915e5b4a46de58e124cc","abstract_canon_sha256":"828ddb26cbe5e663d163c06581d123bddf5b66ae73bf03bd42c6eede7c08d25b"},"schema_version":"1.0"},"canonical_sha256":"1a509b1a00623cad22b7b2646b979f992d4f30102d5c71e757c82bcfa027884c","source":{"kind":"arxiv","id":"2412.04842","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.04842","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"arxiv_version","alias_value":"2412.04842v3","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.04842","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"pith_short_12","alias_value":"DJIJWGQAMI6K","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"pith_short_16","alias_value":"DJIJWGQAMI6K2IVX","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"pith_short_8","alias_value":"DJIJWGQA","created_at":"2026-07-05T10:25:14Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:DJIJWGQAMI6K2IVXWJSGXF47TE","target":"record","payload":{"canonical_record":{"source":{"id":"2412.04842","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-06T08:27:53Z","cross_cats_sorted":[],"title_canon_sha256":"8a5ab037a14d7262e0704a53fcf5783397849f9d3b88915e5b4a46de58e124cc","abstract_canon_sha256":"828ddb26cbe5e663d163c06581d123bddf5b66ae73bf03bd42c6eede7c08d25b"},"schema_version":"1.0"},"canonical_sha256":"1a509b1a00623cad22b7b2646b979f992d4f30102d5c71e757c82bcfa027884c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:25:14.830904Z","signature_b64":"7Y5fb8ZqFAIUKUWDpLt5VKcXDXow2V35jvVPydHhKOTixW/b9YDb611kVlsfayXmCFQLuU26/ZMdV+UvL7EDCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1a509b1a00623cad22b7b2646b979f992d4f30102d5c71e757c82bcfa027884c","last_reissued_at":"2026-07-05T10:25:14.830280Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:25:14.830280Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.04842","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:25:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MZRVCxCpRooIMHEJTQmCRB4u/bEMYuTvoDQgoYjSn70IwFbFisLS67fsFK1tyknSwVh1PzFR+Djbqcm962OYAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-17T09:57:43.397841Z"},"content_sha256":"fbd6a07e0ec2ed8760187696c2484e304b4daf0109a318cb361bf8b893bd47bf","schema_version":"1.0","event_id":"sha256:fbd6a07e0ec2ed8760187696c2484e304b4daf0109a318cb361bf8b893bd47bf"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:DJIJWGQAMI6K2IVXWJSGXF47TE","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Haifeng Xia, Jingcheng Ni, Rui Chen, Siyu Xia, Yichen Liu, Yuxin Guo, Zehuan Wu","submitted_at":"2024-12-06T08:27:53Z","abstract_excerpt":"The creation of diverse and realistic driving scenarios has become essential to enhance perception and planning capabilities of the autonomous driving system. However, generating long-duration, surround-view consistent driving videos remains a significant challenge. To address this, we present UniMLVG, a unified framework designed to generate extended street multi-perspective videos under precise control. By integrating single- and multi-view driving videos into the training data, our approach updates a DiT-based diffusion model equipped with cross-frame and cross-view modules across three sta"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.04842","kind":"arxiv","version":3},"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/2412.04842/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":"2026-07-05T10:25:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"A/SJJNpBAeTAzV0NB+buS1C+Zx/pJ2cFLz8Ovsb9ORn/yyV+Ko+lemjYfez5zWa/WF92Az85W5HovFWcUF9VAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-17T09:57:43.398211Z"},"content_sha256":"5908ad58227f8f313a5b356f588f499552b59af992f5023a53d4b3f9d7f4e9d3","schema_version":"1.0","event_id":"sha256:5908ad58227f8f313a5b356f588f499552b59af992f5023a53d4b3f9d7f4e9d3"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DJIJWGQAMI6K2IVXWJSGXF47TE/bundle.json","state_url":"https://pith.science/pith/DJIJWGQAMI6K2IVXWJSGXF47TE/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DJIJWGQAMI6K2IVXWJSGXF47TE/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":"2026-07-17T09:57:43Z","links":{"resolver":"https://pith.science/pith/DJIJWGQAMI6K2IVXWJSGXF47TE","bundle":"https://pith.science/pith/DJIJWGQAMI6K2IVXWJSGXF47TE/bundle.json","state":"https://pith.science/pith/DJIJWGQAMI6K2IVXWJSGXF47TE/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DJIJWGQAMI6K2IVXWJSGXF47TE/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:DJIJWGQAMI6K2IVXWJSGXF47TE","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":"828ddb26cbe5e663d163c06581d123bddf5b66ae73bf03bd42c6eede7c08d25b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-06T08:27:53Z","title_canon_sha256":"8a5ab037a14d7262e0704a53fcf5783397849f9d3b88915e5b4a46de58e124cc"},"schema_version":"1.0","source":{"id":"2412.04842","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.04842","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"arxiv_version","alias_value":"2412.04842v3","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.04842","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"pith_short_12","alias_value":"DJIJWGQAMI6K","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"pith_short_16","alias_value":"DJIJWGQAMI6K2IVX","created_at":"2026-07-05T10:25:14Z"},{"alias_kind":"pith_short_8","alias_value":"DJIJWGQA","created_at":"2026-07-05T10:25:14Z"}],"graph_snapshots":[{"event_id":"sha256:5908ad58227f8f313a5b356f588f499552b59af992f5023a53d4b3f9d7f4e9d3","target":"graph","created_at":"2026-07-05T10:25:14Z","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/2412.04842/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The creation of diverse and realistic driving scenarios has become essential to enhance perception and planning capabilities of the autonomous driving system. However, generating long-duration, surround-view consistent driving videos remains a significant challenge. To address this, we present UniMLVG, a unified framework designed to generate extended street multi-perspective videos under precise control. By integrating single- and multi-view driving videos into the training data, our approach updates a DiT-based diffusion model equipped with cross-frame and cross-view modules across three sta","authors_text":"Haifeng Xia, Jingcheng Ni, Rui Chen, Siyu Xia, Yichen Liu, Yuxin Guo, Zehuan Wu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-06T08:27:53Z","title":"UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.04842","kind":"arxiv","version":3},"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:fbd6a07e0ec2ed8760187696c2484e304b4daf0109a318cb361bf8b893bd47bf","target":"record","created_at":"2026-07-05T10:25:14Z","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":"828ddb26cbe5e663d163c06581d123bddf5b66ae73bf03bd42c6eede7c08d25b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-06T08:27:53Z","title_canon_sha256":"8a5ab037a14d7262e0704a53fcf5783397849f9d3b88915e5b4a46de58e124cc"},"schema_version":"1.0","source":{"id":"2412.04842","kind":"arxiv","version":3}},"canonical_sha256":"1a509b1a00623cad22b7b2646b979f992d4f30102d5c71e757c82bcfa027884c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1a509b1a00623cad22b7b2646b979f992d4f30102d5c71e757c82bcfa027884c","first_computed_at":"2026-07-05T10:25:14.830280Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:25:14.830280Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7Y5fb8ZqFAIUKUWDpLt5VKcXDXow2V35jvVPydHhKOTixW/b9YDb611kVlsfayXmCFQLuU26/ZMdV+UvL7EDCw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:25:14.830904Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.04842","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:fbd6a07e0ec2ed8760187696c2484e304b4daf0109a318cb361bf8b893bd47bf","sha256:5908ad58227f8f313a5b356f588f499552b59af992f5023a53d4b3f9d7f4e9d3"],"state_sha256":"ec467f78394d091ee29ab0e3fa9cfef51c146f30a66ff672e65d6f561c198f1f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"14h1X77LPYN4cnt6WbTWSkyt9rrRvNJ6K7UQ54HiWQIg+lV3STyU9eIVK/WOv+G7EL/UwnVDj+Kb/AJ657OJBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-17T09:57:43.402309Z","bundle_sha256":"cb5792ecd321f6013a6fab781deb4322ab9e0677d39819d2c8fc40b9f96e60d3"}}