{"as_of":"2026-08-07T08:17:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:e66bbabf365413da6da15c582286fe6cb000f9df562c336ffe533e394510f052","coverage":[{"denominator":49,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":49,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T20:44:10.345082Z","state":"measured"},{"denominator":56,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":56,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":7,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":7,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T21:08:22.148985Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-03T21:18:58.071427Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"cited_work":{"arxiv_id":"2508.09983","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2508.09983","snapshot_observed_at":"2026-07-03T21:18:58.071427Z","title":"Story2board: A training- free approach for expressive storyboard generation","venue":null,"work_id":"be4abda0-7fe7-498a-9e36-186d9ce1117b","year":2025},"citing_paper":{"arxiv_id":"2604.03315","last_updated":"2026-04-01T07:24:31Z","snapshot_observed_at":"2026-08-02T10:04:30.930827Z","submitted_at":"2026-04-01T07:24:31Z","title":"StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-13T23:24:26.557732Z"},"links":{"cited_paper":"/paper/2508.09983","citing_paper":"/paper/2604.03315"},"observation_digest":"sha256:3e833699f3b2c3468551eda70ab8313ad46ba0135e924ca3dc4b4b6bcb6a3eb0","observation_id":"6b4413bd-3a67-4166-8d10-b1f265523a60","resolution":{"observed_at":"2026-05-13T23:28:26.376501Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"cited_work":{"arxiv_id":"2508.09983","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2508.09983","snapshot_observed_at":"2026-07-03T21:18:58.071427Z","title":"Story2board: A training- free approach for expressive storyboard generation","venue":null,"work_id":"be4abda0-7fe7-498a-9e36-186d9ce1117b","year":2025},"citing_paper":{"arxiv_id":"2604.17195","last_updated":"2026-07-06T16:02:36Z","snapshot_observed_at":"2026-08-07T00:14:51.271211Z","submitted_at":"2026-04-19T01:51:41Z","title":"DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-10T07:21:45.633310Z"},"links":{"cited_paper":"/paper/2508.09983","citing_paper":"/paper/2604.17195"},"observation_digest":"sha256:300b10c719506048e507d78d72116d529a2bca50c46e8eb78f8474e3a877ae94","observation_id":"da047523-9013-406d-80a9-5f3561d857b5","resolution":{"observed_at":"2026-05-10T07:21:55.000465Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"cited_work":{"arxiv_id":"2508.09983","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2508.09983","snapshot_observed_at":"2026-07-03T21:18:58.071427Z","title":"Story2board: A training- free approach for expressive storyboard generation","venue":null,"work_id":"be4abda0-7fe7-498a-9e36-186d9ce1117b","year":2025},"citing_paper":{"arxiv_id":"2606.10620","last_updated":"2026-06-09T09:17:55Z","snapshot_observed_at":"2026-08-02T16:01:56.626147Z","submitted_at":"2026-06-09T09:17:55Z","title":"Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Modeling Through Spatiotemporal Consistency","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-06-27T13:34:25.079037Z"},"links":{"cited_paper":"/paper/2508.09983","citing_paper":"/paper/2606.10620"},"observation_digest":"sha256:13e08d9d3eeabceab3b02f59887ec58846106bff6f3b0fd80b90e297cb1071e7","observation_id":"b961927f-dbe9-4264-97d2-4a163192bc48","resolution":{"observed_at":"2026-07-03T04:57:38.083770Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"cited_work":{"arxiv_id":"2508.09983","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2508.09983","snapshot_observed_at":"2026-07-03T21:18:58.071427Z","title":"Story2board: A training- free approach for expressive storyboard generation","venue":null,"work_id":"be4abda0-7fe7-498a-9e36-186d9ce1117b","year":2025},"citing_paper":{"arxiv_id":"2607.01312","last_updated":"2026-07-01T17:51:08Z","snapshot_observed_at":"2026-08-05T09:02:18.107000Z","submitted_at":"2026-07-01T17:51:08Z","title":"KathaTrace: Diagnosing Semantic Trajectory Collapse in Generated Visual Narratives","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-03T21:14:13.641041Z"},"links":{"cited_paper":"/paper/2508.09983","citing_paper":"/paper/2607.01312"},"observation_digest":"sha256:0a7cc3ef55fa87173bce13f6fc2b2dff6c7544c0f4a5035bb4e0deba0dabfc1b","observation_id":"838e5db2-52e3-402b-8dbc-d93b0d0aef66","resolution":{"observed_at":"2026-07-03T21:18:58.073867Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.09983","snapshot_observed_at":"2026-07-11T21:36:42.378149Z","title":"arXiv preprint arXiv:2508.09983 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04112","last_updated":"2026-07-05T04:44:59Z","snapshot_observed_at":"2026-08-06T06:14:56.755180Z","submitted_at":"2026-07-05T04:44:59Z","title":"DynaVieW: Schema-Guided World Modeling for Understanding Hierarchical Visual Dynamics","version":1},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-07-11T21:36:42.378149Z"},"links":{"cited_paper":"/paper/2508.09983","citing_paper":"/paper/2607.04112"},"observation_digest":"sha256:a878d063fb1ad25ca0229933b29c6b741649400b7a70dbe36501b9503f668e79","observation_id":"5dce6718-d5ab-490c-89a7-f4696d3ad66f","resolution":{"observed_at":"2026-07-11T21:36:42.378149Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.09983","snapshot_observed_at":"2026-08-01T11:16:15.398780Z","title":"arXiv preprint arXiv:2508.09983(2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.19947","last_updated":"2026-07-22T09:25:03Z","snapshot_observed_at":"2026-08-06T08:06:22.539678Z","submitted_at":"2026-07-22T09:25:03Z","title":"ETPDesigner: Multi-Agent Orchestration for Interactive Multimodal Electronic Theater Program","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-01T11:16:15.398780Z"},"links":{"cited_paper":"/paper/2508.09983","citing_paper":"/paper/2607.19947"},"observation_digest":"sha256:b6c8efde5f5b8f7cf41cb28efed6a39c0fb6b049fa4685c9e20e2c868bce3ac7","observation_id":"48468728-eea5-4ae3-9a42-e7b384f166ea","resolution":{"observed_at":"2026-08-01T11:16:15.398780Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.09983","snapshot_observed_at":"2026-08-04T21:08:22.148985Z","title":"Story2board: a training-free approach for expressive storyboard generation.arXiv preprint arXiv:2508.09983,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01780","last_updated":"2026-08-03T06:56:26Z","snapshot_observed_at":"2026-08-07T07:59:22.738092Z","submitted_at":"2026-08-03T06:56:26Z","title":"Investigating Social Bias in Narrative Image Generation","version":1},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-04T21:08:22.148985Z"},"links":{"cited_paper":"/paper/2508.09983","citing_paper":"/paper/2608.01780"},"observation_digest":"sha256:52a1979f85063fe3d622d7e5173092eb6b14326b7805f8e2e21979f29fd7061e","observation_id":"56e592ad-8253-4327-8ba0-e19a90ab60dc","resolution":{"observed_at":"2026-08-04T21:08:22.148985Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2508.09983/citation-record","integrity":"/paper/2508.09983/integrity","json":"/paper/2508.09983/citation-record.json","paper":"/paper/2508.09983"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:16.116098Z","title":"Amazon mechanical turk","venue":null,"work_id":"a619ac59-926c-41d4-a3f2-7b0c8849298d","year":2025},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:05.724413Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:020e3803a3eb863fecb7f6607a63564d3aa9672a763380a9661499d14a50a3ce","observation_id":"6b5aec0f-d257-40d6-b4e4-74d38849c835","resolution":{"observed_at":"2026-08-05T20:44:16.217306Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:15.831815Z","title":"Composition: What is breathing room? https://www.animatorisland.com/ composition-what-is-breathing-room/ , 2014","venue":null,"work_id":"02ba1eb1-f213-48df-98d6-221f31401c5d","year":2014},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:05.883465Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:08a838d73dcd9534da006d224bc158627f098be8eddd2775663f0a536f4a52ef","observation_id":"f66e4dce-0449-45e9-a7bd-e7c7d0a9c2a9","resolution":{"observed_at":"2026-08-05T20:44:15.954509Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:15.638266Z","title":"Diffuhaul: A training-free method for object dragging in images","venue":null,"work_id":"c2abfaae-f194-4e15-9fd7-b3a190abbdad","year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:06.050854Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:388ed14fe9fdf7f39010c8ae20da9f61a65739d89e1a17328f84c5b9769ade15","observation_id":"35ce8d0e-defc-4f74-8f09-0131b072c9d4","resolution":{"observed_at":"2026-08-05T20:44:15.726787Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:15.474819Z","title":"The chosen one: Consistent characters in text- to-image diffusion models","venue":null,"work_id":"897f0589-0db1-4998-b733-e2675db7e893","year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:06.219956Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:675a7ed5136191a658a0e2a3d642291340960a308d814089103e055f8f204506","observation_id":"06e73884-4439-45bd-a361-c6476721df3a","resolution":{"observed_at":"2026-08-05T20:44:15.559230Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:06.345422Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:06.345422Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:34ac91fc3c83f8ee674b9be56408620d88458e0db87eaa0b48efd3562719f858","observation_id":"4501617f-5e06-4fe7-b3cf-46b6332c9a95","resolution":{"observed_at":"2026-08-05T20:44:06.345422Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:15.209061Z","title":"The Visual Story: Creating the Visual Struc- ture of Film, TV , and Digital Media","venue":null,"work_id":"37ea1961-22d0-4b95-9b9c-382457cbac1d","year":2020},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:06.494226Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:86e07ba0e599ba52b0f65fe4f6d2dd266624a15492cc24a9783c5a7d4b55f075","observation_id":"8a7652c7-8d89-40c5-b77f-12465b03f034","resolution":{"observed_at":"2026-08-05T20:44:15.340724Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:15.021174Z","title":"Be yourself: Bounded attention for multi-subject text-to-image generation","venue":null,"work_id":"ab312e2b-24e8-4fb7-9244-216bef9b3157","year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:06.596916Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:91d5e12fdcab870cae76ce8cb4dc568d8adf9a0a686d13ed15fa21260ff73534","observation_id":"92acbca3-26d4-4a71-ae3e-f4cda6de89d9","resolution":{"observed_at":"2026-08-05T20:44:15.109732Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.03206","last_updated":"2024-03-05T18:45:39Z","snapshot_observed_at":"2026-07-06T17:40:01.975792Z","submitted_at":"2024-03-05T18:45:39Z","title":"Scaling Rectified Flow Transformers for High-Resolution Image Synthesis","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.03206","snapshot_observed_at":"2026-08-05T20:44:06.702591Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:06.702591Z"},"links":{"cited_paper":"/paper/2403.03206","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:d9902dc1a912174540534f2445ff1091dd13053d1c492823c5f29d9dc0cb4cc2","observation_id":"6128c131-6036-401c-af8e-0de6ff85e0f5","resolution":{"observed_at":"2026-08-05T20:44:06.702591Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:14.815514Z","title":"Negative space: Film composition guide","venue":null,"work_id":"8c89c9fc-d7a8-47e6-aee3-18be79cf6b96","year":2025},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:06.805196Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:beab6a560a3bba34f0afde34f4c14262a2f63984a1e210b914d42bcea58e7a67","observation_id":"7a588f1d-7f25-45f4-8a55-87e521948510","resolution":{"observed_at":"2026-08-05T20:44:14.922774Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.09344","last_updated":"2023-12-08T21:02:07Z","snapshot_observed_at":"2026-07-06T15:43:07.989730Z","submitted_at":"2023-06-15T17:59:50Z","title":"DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.09344","snapshot_observed_at":"2026-08-05T20:44:06.914525Z","title":"Tamir, Shobhita Sundaram, Lucy Chai, Richard Zhang, Tali Dekel, and Phillip Isola","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:06.914525Z"},"links":{"cited_paper":"/paper/2306.09344","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:809a72819299ef3240c2592addec37dd571b54effb371c81fba49fc7e2df0777","observation_id":"c293c039-b2f0-4c12-99d5-13cb52b2ec30","resolution":{"observed_at":"2026-08-05T20:44:06.914525Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.10373","last_updated":"2023-11-20T10:54:09Z","snapshot_observed_at":"2026-08-06T08:12:35.134201Z","submitted_at":"2023-07-19T18:00:03Z","title":"TokenFlow: Consistent Diffusion Features for Consistent Video Editing","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.10373","snapshot_observed_at":"2026-08-05T20:44:07.021041Z","title":"Tokenflow: Consistent diffusion features for consistent video editing","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.021041Z"},"links":{"cited_paper":"/paper/2307.10373","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:cd165cf7000ccb8efdf8ccbab75df8a7184afbb439dedc1de9c1f6e4b10f8ae6","observation_id":"ecf6d1bd-6eb9-4da6-8947-859827d37021","resolution":{"observed_at":"2026-08-05T20:44:07.021041Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.12899","last_updated":"2025-08-11T18:17:11Z","snapshot_observed_at":"2026-07-06T18:48:04.031944Z","submitted_at":"2024-07-17T17:54:12Z","title":"DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.12899","snapshot_observed_at":"2026-08-05T20:44:07.113972Z","title":"Dreamstory: Open-domain story visualiza- tion by llm-guided multi-subject consistent diffusion","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.113972Z"},"links":{"cited_paper":"/paper/2407.12899","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:4c0d870ef41849abbd461301c3dbb06fb435f41e6f7d9d229ad533d56667be1a","observation_id":"bbf45c47-14d6-45ef-a3ce-5e4b6f1b5281","resolution":{"observed_at":"2026-08-05T20:44:07.113972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.09503","last_updated":"2025-05-01T09:16:20Z","snapshot_observed_at":"2026-07-06T20:21:55.366596Z","submitted_at":"2025-01-16T12:28:39Z","title":"AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.09503","snapshot_observed_at":"2026-08-05T20:44:07.190447Z","title":"Anystory: Towards unified single and multiple subject personalization in text-to-image generation","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.190447Z"},"links":{"cited_paper":"/paper/2501.09503","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:bfcd7f4c46a5fe2c2eb9b846063d2869ad03c3da705894b8d9d9d742bf2bae4b","observation_id":"e91a0354-30f1-43f4-842c-2a03f16a4d6c","resolution":{"observed_at":"2026-08-05T20:44:07.190447Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:14.545709Z","title":"Denoising diffu- sion probabilistic models","venue":null,"work_id":"60fb859f-e35c-41e0-8a1c-fd735c22a80a","year":2020},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.291341Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:9cd2033fb413e31518bb41a896221885c854255d4e5be1af5ae0a9e5691a5a96","observation_id":"0cff4348-5634-4df5-84bb-14c5842b9ab8","resolution":{"observed_at":"2026-08-05T20:44:14.653356Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.23775","last_updated":"2024-11-05T06:41:27Z","snapshot_observed_at":"2026-07-06T19:42:47.238254Z","submitted_at":"2024-10-31T09:45:00Z","title":"In-Context LoRA for Diffusion Transformers","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.23775","snapshot_observed_at":"2026-08-05T20:44:07.408259Z","title":"In-context lora for diffusion transformers","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.408259Z"},"links":{"cited_paper":"/paper/2410.23775","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:0e046043ea0018015f5a831d28f8c5532532a46db0fe23bffe94ce8f7845cbb8","observation_id":"cfc9262b-d732-4534-91f1-4efc1856a5f4","resolution":{"observed_at":"2026-08-05T20:44:07.408259Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:14.391139Z","title":"OpenCLIP, July 2021","venue":null,"work_id":"3ec432a0-f0d5-4e3b-b0bc-e99237871c18","year":2021},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.471617Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:36960264a47d550afa233cd723fa3dae887246b3fddda4ad184e406e5c53aa7e","observation_id":"78c2ef58-21b9-4368-a2d0-567df8cd4988","resolution":{"observed_at":"2026-08-05T20:44:14.463859Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:14.105391Z","title":"Berg, Wan-Yen Lo, Piotr Doll´ar, and Ross Girshick","venue":null,"work_id":"f875cc8f-3694-4d36-9fb2-320d48bda394","year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.569131Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:b838f5e879cabada6a9bb76432e4dbc8924de2d130a6bf31e3172ca1a3cea12d","observation_id":"c48a1d14-ff63-44db-889b-02339d914353","resolution":{"observed_at":"2026-08-05T20:44:14.254168Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:13.933669Z","title":"Multi-concept customization of text- to-image diffusion","venue":null,"work_id":"21fd171e-7fa4-4359-9b25-e626f4a52e59","year":1931},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.676876Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:657b77f62142bfb06f4579f6e5a7f49734647318891bdbdb0fb704515bd94c58","observation_id":"04ddae07-e8ed-4570-ad96-ad2bb281185e","resolution":{"observed_at":"2026-08-05T20:44:14.037582Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:13.671163Z","title":"Evaluating text-to-visual generation with image-to-text gen- eration","venue":null,"work_id":"3ef09167-b32c-4fec-930a-662689e036b7","year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.773891Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:7136d354fadb7a5afd960728e2e99f0a9029d4f3f1d30d33113bfa541241ef3a","observation_id":"cbecf0ad-e49a-4331-8d99-0cd944c35581","resolution":{"observed_at":"2026-08-05T20:44:13.851688Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:13.456342Z","title":"Intelligent grimm – open-ended visual storytelling via latent diffusion models, 2024","venue":null,"work_id":"0a2b2a32-594f-4451-a453-5f7f3a27dfe5","year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.883086Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:73e5e2c830a05dcc79625d688ae75325f094a5f466cde4a303153994e3ad6983","observation_id":"3fb6977d-4fdf-4869-911d-b8668ab51e00","resolution":{"observed_at":"2026-08-05T20:44:13.553317Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.04761","last_updated":"2023-03-08T17:53:49Z","snapshot_observed_at":"2026-08-06T03:11:45.874095Z","submitted_at":"2023-03-08T17:53:49Z","title":"Video-P2P: Video Editing with Cross-attention Control","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.04761","snapshot_observed_at":"2026-08-05T20:44:07.995101Z","title":"Video-p2p: Video editing with cross-attention control","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:07.995101Z"},"links":{"cited_paper":"/paper/2303.04761","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:03f3e40a597fdea8ded7786a12bdcdcd4f5cda9c82ac243f9fc42eb1ecbba32d","observation_id":"94ed9319-11c3-43be-a9f5-5183252eefbc","resolution":{"observed_at":"2026-08-05T20:44:07.995101Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:13.301361Z","title":null,"venue":null,"work_id":"ca541e32-fd60-44f0-bf7b-b13986d1c0f9","year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.061537Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:6b6c1233a7ea3facdab3ac0a49d69dca9d4b14b21bea1e5e30eca8c4db91c9b5","observation_id":"a22c1da9-3e56-4d47-b163-42522f7ee1a3","resolution":{"observed_at":"2026-08-05T20:44:13.366138Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.07193","last_updated":"2024-02-02T10:24:09Z","snapshot_observed_at":"2026-08-06T05:58:29.182448Z","submitted_at":"2023-04-14T15:12:19Z","title":"DINOv2: Learning Robust Visual Features without Supervision","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.07193","snapshot_observed_at":"2026-08-05T20:44:08.164224Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.164224Z"},"links":{"cited_paper":"/paper/2304.07193","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:148ecb4eb2b336e33f64a3caa2789e83cb55af7bcce250befacbe9b34186f703","observation_id":"dc0027cb-5d68-4161-88a7-4fe8bf634f64","resolution":{"observed_at":"2026-08-05T20:44:08.164224Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:13.133402Z","title":"A threshold selection method from gray- level histograms","venue":null,"work_id":"cc4d8aab-b186-42da-b302-81be75f02ee9","year":1975},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.305166Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:aed1632b0f627a8e15f84f9b82eb0cd5c36a19b0447b665e5b3f1fcb368ca888","observation_id":"0c800c64-7232-4110-8ac5-15d6e9c25ed9","resolution":{"observed_at":"2026-08-05T20:44:13.237783Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.01952","last_updated":"2023-07-04T23:04:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-07-04T23:04:57Z","title":"SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.01952","snapshot_observed_at":"2026-08-05T20:44:08.407198Z","title":"Blattmann, Tim Dockhorn, Jonas Muller, Joe Penna, and Robin Rombach","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.407198Z"},"links":{"cited_paper":"/paper/2307.01952","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:504d9f680b4f6c54dcef05852c502f49353fa2e713e3c5f810232b4b1061ca27","observation_id":"710fd84b-90fb-4328-a329-29c797e0907c","resolution":{"observed_at":"2026-08-05T20:44:08.407198Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2204.06125","last_updated":"2022-04-13T01:10:33Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2022-04-13T01:10:33Z","title":"Hierarchical Text-Conditional Image Generation with CLIP Latents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2204.06125","snapshot_observed_at":"2026-08-05T20:44:08.489664Z","title":"Hierarchical text-conditional image gener- ation with CLIP latents","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.489664Z"},"links":{"cited_paper":"/paper/2204.06125","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:eff27664d4bf55bfcdef55e45cb65f47d04c13cbc22b6820f3c4b914c0ac62aa","observation_id":"b49f4159-22e3-45b1-b5f8-082198a564d2","resolution":{"observed_at":"2026-08-05T20:44:08.489664Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:12.951235Z","title":"Blattmann, Dominik Lorenz, Patrick Esser, and Bj ¨orn Ommer","venue":null,"work_id":"a0fe1f67-4441-4006-b3c7-01f66af16122","year":2022},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.589114Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:0fc38f7004cbe12700071e938f282240ac8e783c16c5faa5957785e42e00f1e5","observation_id":"d7e96b6a-ce5c-4dca-97da-14938516c88e","resolution":{"observed_at":"2026-08-05T20:44:13.034117Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:12.756325Z","title":"Photorealistic text-to-image diffusion models with deep lan- guage understanding","venue":null,"work_id":"84f43a57-8b0e-4a31-a282-e8a537ef4e44","year":2022},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.674791Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:d162e4f2a5bbb8884b1e14bd6c07bf0a48248e2c2da89a737c60dfbf32072c8d","observation_id":"76fc6f75-ffaa-445e-b59d-01e1019f0d2a","resolution":{"observed_at":"2026-08-05T20:44:12.839819Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:12.629258Z","title":"Stable diffusion 3: Next-generation text-to- image generation","venue":null,"work_id":"20a05dbb-e4c0-449d-a859-464d1abff0b6","year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.768226Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:927a6db761b03354989db56652961ed997d776f543fbd61085d2d3d251a46ac7","observation_id":"913b9be9-4b77-4e20-b7f5-73ec80ee56d0","resolution":{"observed_at":"2026-08-05T20:44:12.678812Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.15098","last_updated":"2025-07-07T17:33:23Z","snapshot_observed_at":"2026-07-06T19:55:37.400185Z","submitted_at":"2024-11-22T17:55:15Z","title":"OminiControl: Minimal and Universal Control for Diffusion Transformer","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.15098","snapshot_observed_at":"2026-08-05T20:44:08.849417Z","title":"Ominicontrol: Minimal and uni- versal control for diffusion transformer","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.849417Z"},"links":{"cited_paper":"/paper/2411.15098","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:191987e6b1522463af71efe57f420e989f0342ab663fa89e647c662c4ac50437","observation_id":"9be795e8-c2be-4746-a6e1-440758a94dd4","resolution":{"observed_at":"2026-08-05T20:44:08.849417Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:12.505196Z","title":"Key-locked rank one editing for text-to-image personaliza- tion","venue":null,"work_id":"0dedf81b-ead6-48a8-92a9-8d531a7e39a0","year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:08.959475Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:6ec0968b6bee5a8c0b272a8df44513d9399c35306181dbb3519f714847e5f0b3","observation_id":"308863d7-8161-4dd5-b6db-a936bfbc65db","resolution":{"observed_at":"2026-08-05T20:44:12.564081Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:12.369809Z","title":"Training-free consis- tent text-to-image generation","venue":null,"work_id":"cf4199b8-47a9-490e-81d6-8469a8dfe94f","year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.079503Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:fd170e303fc195a7e9995d3de267e116d382dbf95a5d2797e6c0ae96dad7d088","observation_id":"ceddaaf6-07b5-4488-85da-a338493b3b62","resolution":{"observed_at":"2026-08-05T20:44:12.430930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03286","last_updated":"2024-05-30T11:42:15Z","snapshot_observed_at":"2026-08-07T08:05:58.570795Z","submitted_at":"2024-02-05T18:42:34Z","title":"Training-Free Consistent Text-to-Image Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03286","snapshot_observed_at":"2026-08-05T20:44:09.173901Z","title":"Training-free consis- tent text-to-image generation","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.173901Z"},"links":{"cited_paper":"/paper/2402.03286","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:8431739f7433a54396c5fab12e2c18d342bbbf229ca967b07feadf06cb01aed2","observation_id":"3f2acd36-d38b-4a43-9c6b-bda750a0f5eb","resolution":{"observed_at":"2026-08-05T20:44:09.173901Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:12.168190Z","title":"Plug-and-play diffusion features for text-driven image-to- image translation","venue":null,"work_id":"c01fcfd8-519d-4c53-822b-3ae150c52555","year":1921},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.223186Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:919f6c038e2a5db1f4a55978697181cb2087039663278afedca1851f22be15f2","observation_id":"23c8e535-4fcc-45be-b529-77d73c35b750","resolution":{"observed_at":"2026-08-05T20:44:12.257378Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:09.257593Z","title":"Attention is all you need","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.257593Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:0839dafae7da3ec1c2c1978b1a42e73a8f30d59b4e8f2d4f3082991b5ae92b9b","observation_id":"cb6a016a-a625-4abd-8c2a-0c246dfb4206","resolution":{"observed_at":"2026-08-05T20:44:09.257593Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.13848","last_updated":"2023-08-18T17:12:13Z","snapshot_observed_at":"2026-08-04T02:07:54.822320Z","submitted_at":"2023-02-27T14:49:53Z","title":"ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.13848","snapshot_observed_at":"2026-08-05T20:44:09.318239Z","title":"ELITE: Encoding visual con- cepts into textual embeddings for customized text-to-image generation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.318239Z"},"links":{"cited_paper":"/paper/2302.13848","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:12def6e59e58aaba41c97e1af51854a6666ed452fbc536a7634be1baa81ec61a","observation_id":"0e8bbf22-ba05-4b4d-9ada-d4ee2c5d2f5a","resolution":{"observed_at":"2026-08-05T20:44:09.318239Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.08683","last_updated":"2024-10-11T08:39:28Z","snapshot_observed_at":"2026-08-07T03:46:04.809939Z","submitted_at":"2024-07-11T17:21:03Z","title":"SEED-Story: Multimodal Long Story Generation with Large Language Model","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.08683","snapshot_observed_at":"2026-08-05T20:44:09.401643Z","title":"Seed-story: Multimodal long story generation with large language model","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.401643Z"},"links":{"cited_paper":"/paper/2407.08683","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:fa2a129cfbce9aa3c659feccb7e2885292849b668d8fc65a1e763e84f2e922e7","observation_id":"385f0895-f073-4f56-95f5-e73eaf925da7","resolution":{"observed_at":"2026-08-05T20:44:09.401643Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.06721","last_updated":"2023-08-13T08:34:51Z","snapshot_observed_at":"2026-07-06T16:05:39.158819Z","submitted_at":"2023-08-13T08:34:51Z","title":"IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.06721","snapshot_observed_at":"2026-08-05T20:44:09.487675Z","title":"IP- Adapter: Text compatible image prompt adapter for text-to- image diffusion models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.487675Z"},"links":{"cited_paper":"/paper/2308.06721","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:f1091e65427e9d4609fd19a57344ff541ef09b81fe40c726e822f30e5b5ade11","observation_id":"07feff07-9f78-46f1-91ba-3220a524ff86","resolution":{"observed_at":"2026-08-05T20:44:09.487675Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:11.979707Z","title":"Magicbrush: A manually annotated dataset for instruction- guided image editing","venue":null,"work_id":"4bc1407a-66a6-4e4d-9866-32676ee3c394","year":2023},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.602497Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:5ec0eca95426470346eac4c0c702e4792d2259bc54d8f5ecc78680dff94fa8ea","observation_id":"e7c3633f-8450-424d-aafb-8400102bb2e7","resolution":{"observed_at":"2026-08-05T20:44:12.087186Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.01434","last_updated":"2024-05-02T16:25:16Z","snapshot_observed_at":"2026-07-06T18:08:52.053005Z","submitted_at":"2024-05-02T16:25:16Z","title":"StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.01434","snapshot_observed_at":"2026-08-05T20:44:09.689193Z","title":"Storydiffusion: Consistent self- attention for long-range image and video generation","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.689193Z"},"links":{"cited_paper":"/paper/2405.01434","citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:d82f370688b57cfb614aaaa10c6f8ad91ee6f7ff8945e2f6fdc808adadcac12b","observation_id":"f4d90d39-b4d0-456e-bdc3-2104bc16c4c0","resolution":{"observed_at":"2026-08-05T20:44:09.689193Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:11.820872Z","title":null,"venue":null,"work_id":"1a676b86-a409-4c7e-8496-410cc56f2d04","year":null},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.766640Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:23848252da0e84d158dc0b635862ae5c5365ed3e75c39b101176cd62ec18a98d","observation_id":"c5a4a2bb-ea58-4d74-b66e-e25efa040dcb","resolution":{"observed_at":"2026-08-05T20:44:11.882195Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:11.608899Z","title":null,"venue":null,"work_id":"0ed9a994-392f-4447-9359-ee1948d17154","year":null},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.851678Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:6c58dc635e182e71cef3dfaa5b032dfb56fc40a91c0e13f96cee48466c214395","observation_id":"1a606ccc-b180-4b34-92ff-c54eaddb003a","resolution":{"observed_at":"2026-08-05T20:44:11.698820Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:11.475621Z","title":null,"venue":null,"work_id":"978f904c-d525-4e95-9877-31c4a1af07e4","year":null},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:09.923959Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:a594e01f3325c0dd1efc92e35c95be1aa3dd52e5a8810bdf573433bfcce73c80","observation_id":"4e6c2ef6-9c7e-4b9a-9230-5ee1babea0d0","resolution":{"observed_at":"2026-08-05T20:44:11.545104Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:11.309871Z","title":null,"venue":null,"work_id":"2f4c474e-ab48-4c24-8b30-7c432cf6843c","year":null},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:10.004745Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:29d6e51e70928ba8daea0831a418c568b0cd1b1bbf291ef571ba9f3dd193d5a3","observation_id":"b39a6965-628a-47be-a398-ff2f5acbf64f","resolution":{"observed_at":"2026-08-05T20:44:11.388639Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:11.142036Z","title":null,"venue":null,"work_id":"acb157a0-21a8-4f3e-bac5-b226f61edd4b","year":null},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:10.066123Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:79e4d804d3716391be64d77c9a64fbc5d83a9b929f46c68c4b509ea261afbf8b","observation_id":"855b23cf-81a9-4340-872b-1d2e0e53d322","resolution":{"observed_at":"2026-08-05T20:44:11.207829Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:10.967322Z","title":null,"venue":null,"work_id":"2037e126-7ba9-4809-9e87-110707777d38","year":null},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:10.121621Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:4d69e2eca0f0de8036daeecfb9d5495fbbf058ec68d97375116d04ff387f7d53","observation_id":"9b2f4571-f31b-4887-a8a3-9ed8b4e17cfe","resolution":{"observed_at":"2026-08-05T20:44:11.030202Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:10.830457Z","title":"The Rich Storyboard Benchmark allows us to systematically test a model’s ability to maintain identity while navigating scene transitions and visual storytelling demands","venue":null,"work_id":"bd61d328-47ce-4187-990a-c7fd370e7c96","year":null},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:10.205045Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:c6f7319f040d915e4386b369da54d35758c36e41ebd500f3f3a7dd480aec3b45","observation_id":"ff047a55-ca0e-4cfa-bae7-2588bafd9949","resolution":{"observed_at":"2026-08-05T20:44:10.889270Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:10.691215Z","title":null,"venue":null,"work_id":"c9f6ab44-27d3-4369-b6fb-b9945ee61085","year":null},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:10.298746Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:a86f19f07c61720d0b6186ae816e6d64e6bbb3d93d698a440efc5bfd23249add","observation_id":"c19175b8-bb28-49ff-a484-027718d899a2","resolution":{"observed_at":"2026-08-05T20:44:10.744701Z","resolver_source":"raw_fallback","status":"parse_uncertain"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:44:10.535990Z","title":"Overall Preference","venue":null,"work_id":"c402bcf6-67b9-44bf-8d21-e480ed45b3ac","year":null},"citing_paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-05T20:44:10.345082Z"},"links":{"citing_paper":"/paper/2508.09983"},"observation_digest":"sha256:3f0a8062b055bbdab399905ec3bc735cdf20ad02a81461b5c16f47c7facb6eaa","observation_id":"4898aad6-50a8-482a-bca3-31ecb7a40ca9","resolution":{"observed_at":"2026-08-05T20:44:10.621542Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2508.09983","last_updated":"2025-08-13T17:56:26Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-06T06:14:24.561368Z","submitted_at":"2025-08-13T17:56:26Z","title":"Story2Board: A Training-Free Approach for Expressive Storyboard Generation"},"reference_resolution":{"displayed":49,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":1,"unresolved":25,"verified_exact":0,"verified_fuzzy":23},"total_outbound_references":49},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 7 inbound Pith citation observations for arXiv:2508.09983."}