{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:3YEA3LU7Z7YH5NB52MDTCTME42","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":"fe99c6f5a9aaddbb3145b5d2cf6f429c771d9f699482d5250498a50466ddb723","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-12T11:41:18Z","title_canon_sha256":"dd38a79e5f9971cbb17a24cfbac076ef2be9cc2930139fa7e27de9e59bbd1b20"},"schema_version":"1.0","source":{"id":"2408.06070","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.06070","created_at":"2026-07-05T10:26:39Z"},{"alias_kind":"arxiv_version","alias_value":"2408.06070v3","created_at":"2026-07-05T10:26:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.06070","created_at":"2026-07-05T10:26:39Z"},{"alias_kind":"pith_short_12","alias_value":"3YEA3LU7Z7YH","created_at":"2026-07-05T10:26:39Z"},{"alias_kind":"pith_short_16","alias_value":"3YEA3LU7Z7YH5NB5","created_at":"2026-07-05T10:26:39Z"},{"alias_kind":"pith_short_8","alias_value":"3YEA3LU7","created_at":"2026-07-05T10:26:39Z"}],"graph_snapshots":[{"event_id":"sha256:0a6fb2700f95722b5e9a755c94c2e38e15b480cc7776ff44a0b6e1c03e609d02","target":"graph","created_at":"2026-07-05T10:26:39Z","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/2408.06070/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Diffusion models have demonstrated remarkable and robust abilities in both image and video generation. To achieve greater control over generated results, researchers introduce additional architectures, such as ControlNet, Adapters and ReferenceNet, to integrate conditioning controls. However, current controllable generation methods often require substantial additional computational resources, especially for video generation, and face challenges in training or exhibit weak control. In this paper, we propose ControlNeXt: a powerful and efficient method for controllable image and video generation","authors_text":"Bohao Peng, Jian Wang, Jiaya Jia, Ming-Chang Yang, Wenbo Li, Yuechen Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-12T11:41:18Z","title":"ControlNeXt: Powerful and Efficient Control for Image and Video Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.06070","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":"sha256:1df4f59f8fb9fc866986179989e47467b9ced001a66d9239676147be88694889","target":"record","created_at":"2026-07-05T10:26:39Z","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":"fe99c6f5a9aaddbb3145b5d2cf6f429c771d9f699482d5250498a50466ddb723","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-12T11:41:18Z","title_canon_sha256":"dd38a79e5f9971cbb17a24cfbac076ef2be9cc2930139fa7e27de9e59bbd1b20"},"schema_version":"1.0","source":{"id":"2408.06070","kind":"arxiv","version":3}},"canonical_sha256":"de080dae9fcff07eb43dd307314d84e69785c32fe2b7854009d29e5a2b430fd8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"de080dae9fcff07eb43dd307314d84e69785c32fe2b7854009d29e5a2b430fd8","first_computed_at":"2026-07-05T10:26:39.099159Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:26:39.099159Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kZBlTWa3FcLeG1KFBLbjtm5OyusD3eXBfKr0dSGrPKnMNWgLGGzbLIdgZ0e7QHNIEROWgIXhZfbkhNgLwpyBBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:26:39.099690Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.06070","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1df4f59f8fb9fc866986179989e47467b9ced001a66d9239676147be88694889","sha256:0a6fb2700f95722b5e9a755c94c2e38e15b480cc7776ff44a0b6e1c03e609d02"],"state_sha256":"1aa1301f5123b841a06d5c56963dab043b7d93d18e9067ed81c6aa98ff4eaa94"}