{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:USAWFTW6SE5TE7URXZ5ZWUJGDC","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":"5d8542199911aab52f3ddb9d38338ee4eca6d76135911fae5674772cdcd594a3","cross_cats_sorted":["cs.AI","cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-17T17:54:12Z","title_canon_sha256":"6f18f7f4fb33513cffb7fb7ba07c2f219ea583e33cc5ac7c18ba40fd909d97c9"},"schema_version":"1.0","source":{"id":"2407.12899","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.12899","created_at":"2026-07-05T11:52:13Z"},{"alias_kind":"arxiv_version","alias_value":"2407.12899v3","created_at":"2026-07-05T11:52:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.12899","created_at":"2026-07-05T11:52:13Z"},{"alias_kind":"pith_short_12","alias_value":"USAWFTW6SE5T","created_at":"2026-07-05T11:52:13Z"},{"alias_kind":"pith_short_16","alias_value":"USAWFTW6SE5TE7UR","created_at":"2026-07-05T11:52:13Z"},{"alias_kind":"pith_short_8","alias_value":"USAWFTW6","created_at":"2026-07-05T11:52:13Z"}],"graph_snapshots":[{"event_id":"sha256:aecc3e949d42d05e17d234ad635bb517056bc0884fb586ebbcde1d25d58fcc0d","target":"graph","created_at":"2026-07-05T11:52:13Z","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/2407.12899/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Story visualization aims to create visually compelling images or videos corresponding to textual narratives. Despite recent advances in diffusion models yielding promising results, existing methods still struggle to create a coherent sequence of subject-consistent frames based solely on a story. To this end, we propose DreamStory, an automatic open-domain story visualization framework by leveraging the LLMs and a novel multi-subject consistent diffusion model. DreamStory consists of (1) an LLM acting as a story director and (2) an innovative Multi-Subject consistent Diffusion model (MSD) for g","authors_text":"Hongyang Chao, Huan Yang, Huiguo He, Jian Yin, Qiuyue Wang, Wenhao Huang, Yuan Zhou, Yuhang Zhang, Zeyu Liu, Zixi Tuo","cross_cats":["cs.AI","cs.MM"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-17T17:54:12Z","title":"DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.12899","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":"sha256:371fb1f4dbaa96cfa1ed1ca604d37f41820b84b7cbe7dc262999218f462cb974","target":"record","created_at":"2026-07-05T11:52:13Z","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":"5d8542199911aab52f3ddb9d38338ee4eca6d76135911fae5674772cdcd594a3","cross_cats_sorted":["cs.AI","cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-17T17:54:12Z","title_canon_sha256":"6f18f7f4fb33513cffb7fb7ba07c2f219ea583e33cc5ac7c18ba40fd909d97c9"},"schema_version":"1.0","source":{"id":"2407.12899","kind":"arxiv","version":3}},"canonical_sha256":"a48162cede913b327e91be7b9b5126189c833b16869816151fe9c47d98e55642","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a48162cede913b327e91be7b9b5126189c833b16869816151fe9c47d98e55642","first_computed_at":"2026-07-05T11:52:13.626735Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:52:13.626735Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xN5plFpDthNvjhmekqMNTQvNNZ1dgNeDnV30MJTaIsRGa1zhwo7HnjkvBoM7Rp7bwp8+5NZQ7767ZNx3qernDA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:52:13.627239Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.12899","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:371fb1f4dbaa96cfa1ed1ca604d37f41820b84b7cbe7dc262999218f462cb974","sha256:aecc3e949d42d05e17d234ad635bb517056bc0884fb586ebbcde1d25d58fcc0d"],"state_sha256":"a90bd0e9e6941f9b5e5d4d7479066558836080dc20f7560806768c50e6054e85"}