{"as_of":"2026-08-21T15:11:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b2b2d6afd8c8f28320f848f47b306dc3b2a69cfcb6797af0b15c534303af0c7d","coverage":[{"denominator":58,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":58,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-14T12:17:53.070720Z","state":"measured"},{"denominator":58,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":58,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2608.13391/citation-record","integrity":"/paper/2608.13391/integrity","json":"/paper/2608.13391/citation-record.json","paper":"/paper/2608.13391"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T12:17:54.370147Z","title":"Sd3.5-flash: Distribution-guided distillation of generative flows","venue":null,"work_id":"5e7fa576-3851-4d4d-82da-a5813c3209a0","year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.790519Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:1a56bff60a2f2183ed7278a961eef541b8c30aa02d3e982b2540ebc2cacc19e8","observation_id":"76c60cfa-2ee3-4f0b-be65-c5230ee3009e","resolution":{"observed_at":"2026-08-14T12:17:54.375401Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:52.796649Z","title":"Mode seeking meets mean seeking for fast long video generation.arXiv preprint arXiv:2602.24289, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.796649Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:2a5d4da9efc2476435d83d3a9822fad6afbb5b54ac18e2bca88f13d1a1a4eb33","observation_id":"8108d484-bfcc-4b4c-8025-4a9d0f1a505b","resolution":{"observed_at":"2026-08-14T12:17:52.796649Z","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":"2026-08-14T12:17:54.354358Z","title":"Diffusion forcing: Next-token prediction meets full-sequence diffusion","venue":null,"work_id":"0801b6ac-297d-4f16-a642-79d933323188","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.802767Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:5265dbf96d43fc70e308a8fce1a126af0b7af4072fc18f770afa5241d37dd68a","observation_id":"3029fde0-7ea2-47f9-baae-b26e2ece0410","resolution":{"observed_at":"2026-08-14T12:17:54.359487Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.13074","last_updated":"2025-04-21T10:34:50Z","snapshot_observed_at":"2026-08-20T10:21:54.278311Z","submitted_at":"2025-04-17T16:37:27Z","title":"SkyReels-V2: Infinite-length Film Generative Model","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.13074","snapshot_observed_at":"2026-08-14T12:17:52.808507Z","title":"Skyreels-v2: Infinite-length film generative model.arXiv preprint arXiv:2504.13074, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.808507Z"},"links":{"cited_paper":"/paper/2504.13074","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:84c89b757af5803c476847e6c76fe5212f6d395eb40b24aead13b8be5bad5020","observation_id":"2a9f7d46-21e9-44d0-9b4d-53c2815bacc3","resolution":{"observed_at":"2026-08-14T12:17:52.808507Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T12:17:52.814401Z","title":"Context forcing: Consistent autoregressive video generation with long context.arXiv preprint arXiv:2602.06028, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.814401Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:ea5e1bddd304ff16033bb48767c5be6753fa62a26b8f4f892f9327456f4a24c6","observation_id":"0a7aaabd-9513-43c3-b94b-8b5e5ea342b8","resolution":{"observed_at":"2026-08-14T12:17:52.814401Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T12:17:52.819114Z","title":"Lol: Longer than longer, scaling video generation to hour.arXiv preprint arXiv:2601.16914, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.819114Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:686cadc8b7a0760d103c671c0e828a22571925001492402387a1b8d364e7d7c0","observation_id":"3f6362df-4a6b-4514-9a77-55c7733d73d2","resolution":{"observed_at":"2026-08-14T12:17:52.819114Z","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":"2026-08-14T12:17:54.339075Z","title":"Flashattention-2: Faster attention with better parallelism and work partitioning","venue":null,"work_id":"69cd6d26-9de7-4d4e-9ace-83977255ed02","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.824859Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:14723c6b4ace59f271fc9cf3a9fe542f2bec3f5f79b01d1db6dccec71f7f3eaa","observation_id":"1cf0684b-542d-4db3-b7fd-661b9feab016","resolution":{"observed_at":"2026-08-14T12:17:54.343814Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.23458","last_updated":"2026-05-22T10:16:58Z","snapshot_observed_at":"2026-08-20T05:25:20.048635Z","submitted_at":"2026-05-22T10:16:58Z","title":"One-Forcing: Towards Stable One-Step Autoregressive Video Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.23458","snapshot_observed_at":"2026-08-14T12:17:52.830252Z","title":"One-forcing: Towards stable one-step autore- gressive video generation.arXiv preprint arXiv:2605.23458, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.830252Z"},"links":{"cited_paper":"/paper/2605.23458","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:baa825c59dc32751ddf37f605f7427601f91139b00342310061bbf54d656e950","observation_id":"4cb47e60-b6c9-4c41-bf83-85bc347255a0","resolution":{"observed_at":"2026-08-14T12:17:52.830252Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.16375","last_updated":"2025-05-21T10:38:01Z","snapshot_observed_at":"2026-08-17T01:27:04.025030Z","submitted_at":"2024-11-25T13:33:41Z","title":"Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.16375","snapshot_observed_at":"2026-08-14T12:17:52.836008Z","title":"Ca2-vdm: Ef- ficient autoregressive video diffusion model with causal generation and cache sharing.arXiv preprint arXiv:2411.16375, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.836008Z"},"links":{"cited_paper":"/paper/2411.16375","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:987b29cb2f81565e4eea95e963102e11872dc75898e7c293c78b3c856e308ec7","observation_id":"6bfa884f-388a-4dc2-948e-d44ba3e69bdc","resolution":{"observed_at":"2026-08-14T12:17:52.836008Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2607.07534","last_updated":"2026-07-08T15:33:25Z","snapshot_observed_at":"2026-08-17T14:37:02.087364Z","submitted_at":"2026-07-08T15:33:25Z","title":"Infinite Worlds with Versatile Interactions","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2607.07534","snapshot_observed_at":"2026-08-14T12:17:52.841588Z","title":"Infinite worlds with versatile interactions.arXiv preprint arXiv:2607.07534, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.841588Z"},"links":{"cited_paper":"/paper/2607.07534","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:9cb7fffb1935f4335fa304d72eea6be4dca58156c0dbc17b5f0a4e18fee0d9b9","observation_id":"cc636c23-5aec-4c8e-8a13-afc3db38282b","resolution":{"observed_at":"2026-08-14T12:17:52.841588Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2512.15702","last_updated":"2026-07-01T03:39:09Z","snapshot_observed_at":"2026-08-06T15:52:47.972204Z","submitted_at":"2025-12-17T18:53:29Z","title":"End-to-End Training for Autoregressive Video Diffusion via Self-Resampling","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2512.15702","snapshot_observed_at":"2026-08-14T12:17:52.846824Z","title":"End-to-endtrainingforautoregressivevideodiffusionviaself-resampling","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.846824Z"},"links":{"cited_paper":"/paper/2512.15702","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:46c0058f3735f701f910c50c64f1bfb28016e02837511c6a3f8ca3a8d6fe4911","observation_id":"deea0f04-490a-490a-b554-69220b9aa3f8","resolution":{"observed_at":"2026-08-14T12:17:52.846824Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.02101","last_updated":"2025-03-13T18:35:06Z","snapshot_observed_at":"2026-08-16T17:39:09.604516Z","submitted_at":"2024-04-02T16:52:41Z","title":"CameraCtrl: Enabling Camera Control for Text-to-Video Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.02101","snapshot_observed_at":"2026-08-14T12:17:52.851971Z","title":"CameraCtrl: Enabling camera control for text-to-video generation.arXiv preprint arXiv:2404.02101, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.851971Z"},"links":{"cited_paper":"/paper/2404.02101","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:6d417be45460ca876d31ac251522ce187bc81c189cf3f68172db89f38d3eb996","observation_id":"cd4d87c1-b5d2-4fa6-8ced-9fdf12998601","resolution":{"observed_at":"2026-08-14T12:17:52.851971Z","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":"2026-08-14T12:17:54.323667Z","title":"Cameractrl ii: Dynamic scene exploration via camera-controlled video diffusion models","venue":null,"work_id":"1bbfadbd-407d-4544-a5e3-84980d67aec9","year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.856630Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:e23f6e12192f28d10e76f3b0bbcdce10892ba1b438b4b9f26174c980a733d5a6","observation_id":"eb69a9e6-2b8c-4983-858f-2934d2dee6a0","resolution":{"observed_at":"2026-08-14T12:17:54.328768Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.14773","last_updated":"2025-04-16T13:38:58Z","snapshot_observed_at":"2026-08-18T16:04:07.176253Z","submitted_at":"2024-03-21T18:27:29Z","title":"StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.14773","snapshot_observed_at":"2026-08-14T12:17:52.860842Z","title":"Streamingt2v: Consistent, dynamic, and extendable long video generation from text.arXiv preprint arXiv:2403.14773, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.860842Z"},"links":{"cited_paper":"/paper/2403.14773","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:0c64476b1076417a00a7c324879b1ee4d3c41d036352d5680f1fb2ebcc5ea799","observation_id":"fbb70ac6-02e4-4ac7-9d66-e73767264caa","resolution":{"observed_at":"2026-08-14T12:17:52.860842Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.08009","last_updated":"2025-11-10T04:36:27Z","snapshot_observed_at":"2026-08-15T15:02:59.826496Z","submitted_at":"2025-06-09T17:59:55Z","title":"Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.08009","snapshot_observed_at":"2026-08-14T12:17:52.865263Z","title":"Self forcing: Bridging the train-test gap in autoregressive video diffusion.arXiv preprint arXiv:2506.08009, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.865263Z"},"links":{"cited_paper":"/paper/2506.08009","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:f71489d7d43f54a77da4e927ffbbbf143a3b7bb6dd2978d3126d747eab487919","observation_id":"0a53666f-9e15-443c-9577-13233f7ac1c3","resolution":{"observed_at":"2026-08-14T12:17:52.865263Z","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":"2026-08-14T12:17:54.308173Z","title":"Vbench++: Comprehensive and versatile benchmark suite for video generative models.IEEE TPAMI, 2025","venue":null,"work_id":"8a4cd40c-6e76-4a71-90ed-730c7b9366fb","year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.870004Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:e07f3e64d48707cfae9b9a9e80caba627f8357e4392b4a340f7c53231378f4fb","observation_id":"823f7d1a-b8e9-4549-89aa-da66f6746085","resolution":{"observed_at":"2026-08-14T12:17:54.313104Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:54.293091Z","title":"Fifo-diffusion: Generating infinite videos from text without training","venue":null,"work_id":"7082b7f9-2328-4fbd-8211-79724ecb4196","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.874798Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:0489e2b04e5f52c0f4aab0a071ecd40108c537ba32fa369b0792024d4e8c0c85","observation_id":"ecb20f90-872b-4f63-a443-0b7da65cc6d6","resolution":{"observed_at":"2026-08-14T12:17:54.297614Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.03603","last_updated":"2025-03-11T08:14:25Z","snapshot_observed_at":"2026-08-17T07:44:10.213698Z","submitted_at":"2024-12-03T23:52:37Z","title":"HunyuanVideo: A Systematic Framework For Large Video Generative Models","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.03603","snapshot_observed_at":"2026-08-14T12:17:52.879447Z","title":"Hunyuanvideo: A systematic framework for large video generative models.arXiv preprint arXiv:2412.03603, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.879447Z"},"links":{"cited_paper":"/paper/2412.03603","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:4a3244267633d70615b67b89b3f244e91d8b907d065aa2226cc21722072b9965","observation_id":"a3107ba0-90a0-4257-ae72-a860099f9c3b","resolution":{"observed_at":"2026-08-14T12:17:52.879447Z","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":"2026-08-14T12:17:54.277385Z","title":"Eschernet: A generative model for scalable view synthesis","venue":null,"work_id":"8117dcfb-8442-4b95-a4dd-ca2acd9722c7","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.884463Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:560d7eae2c3c3d752f9444fd12b1a724e05e896a0e6ac35bdfba531bd1dbafca","observation_id":"93448fd3-a165-45db-8936-f446282b61e0","resolution":{"observed_at":"2026-08-14T12:17:54.282601Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:54.261635Z","title":"Cameras as relative positional encoding","venue":null,"work_id":"d2318907-90d7-48ad-9e52-22637e114e9a","year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.889150Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:372037e39b70ed853bddc1fb3b734adc632d57fd250e03c7fd5e6b72087806cf","observation_id":"06177518-8f30-4f4d-87d2-8c4340128475","resolution":{"observed_at":"2026-08-14T12:17:54.266712Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:54.244628Z","title":"Autoregressive adversarial post-training for real-time interactive video generation","venue":null,"work_id":"3e9e8f19-e18f-4366-846a-77d3a66507d7","year":null},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.893935Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:3087b5a548b8b17f2ae9d05ab5f5eeae40097992f2a696d6ec8a56bafeed2831","observation_id":"d8e9ad1f-5d95-4140-b3d7-5eca9d26ac16","resolution":{"observed_at":"2026-08-14T12:17:54.249986Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:54.229830Z","title":"Dl3dv-10k: A large-scale scene dataset for deep learning-based 3d vision","venue":null,"work_id":"deb18775-2b55-4702-b4b8-9b0850b5bc44","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.899625Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:202d9f0373e7528d9c665419ac895664e3f4506c8aa312d98acce4314f4e088e","observation_id":"3ed29982-e769-4e97-a991-ed58d3052f6f","resolution":{"observed_at":"2026-08-14T12:17:54.234373Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.28816","last_updated":"2026-05-27T17:59:31Z","snapshot_observed_at":"2026-08-13T23:19:52.582867Z","submitted_at":"2026-05-27T17:59:31Z","title":"Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.28816","snapshot_observed_at":"2026-08-14T12:17:52.904214Z","title":"Gamma-world: Generative multi-agent world modeling beyond two players","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.904214Z"},"links":{"cited_paper":"/paper/2605.28816","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:0af07a7540caaa5ceb527bd30b190d29b39ad177ca1e4449eac84ebe2078b7ff","observation_id":"9b101957-8a81-4475-9d68-ab515155fc58","resolution":{"observed_at":"2026-08-14T12:17:52.904214Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2509.25161","last_updated":"2025-09-29T17:57:14Z","snapshot_observed_at":"2026-08-09T09:15:39.740119Z","submitted_at":"2025-09-29T17:57:14Z","title":"Rolling Forcing: Autoregressive Long Video Diffusion in Real Time","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2509.25161","snapshot_observed_at":"2026-08-14T12:17:52.909064Z","title":"Rolling forcing: Autoregressive long video diffusion in real time.arXiv preprint arXiv:2509.25161, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.909064Z"},"links":{"cited_paper":"/paper/2509.25161","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:c66abc6e43bdae88187e02c37b298ca68e972740fe1be3e83c91ba58fbc82794","observation_id":"28ce0fce-7bd6-415b-b7bd-9aad185b4437","resolution":{"observed_at":"2026-08-14T12:17:52.909064Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T12:17:52.913739Z","title":"Packforcing: Short video training suffices for long video sampling and long context inference.arXiv preprint arXiv:2603.25730, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.913739Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:be1da583ff2b91dc38d88b1d0e2bd8333c4d16107fb1b71394779c065b000cd0","observation_id":"58349edb-1924-4c02-b1d6-1ae811629cf2","resolution":{"observed_at":"2026-08-14T12:17:52.913739Z","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":"2026-08-14T12:17:54.214335Z","title":"Gta: A geometry-aware attention mechanism for multi-view transformers","venue":null,"work_id":"a78a48ae-545f-4935-bac5-8f9130404466","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.917852Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:3e42a844db7333db8b879095d8297e19501486dccb895c70580c451f5416ba91","observation_id":"87385d57-5b48-4b2c-9aaf-081f65e2e215","resolution":{"observed_at":"2026-08-14T12:17:54.220127Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2511.00062","last_updated":"2026-02-24T21:52:50Z","snapshot_observed_at":"2026-07-06T22:34:38.619949Z","submitted_at":"2025-10-28T22:44:13Z","title":"World Simulation with Video Foundation Models for Physical AI","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2511.00062","snapshot_observed_at":"2026-08-14T12:17:52.923009Z","title":"World simulation with video foundation models for physical ai.arXiv preprint arXiv:2511.00062, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.923009Z"},"links":{"cited_paper":"/paper/2511.00062","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:8046dfd9bf8b8adaf7efbf4e8dafd9b3c4a8da12707d7fc4057ff63392698dc3","observation_id":"980e177d-439d-46f1-8b15-1e1872ed5d5f","resolution":{"observed_at":"2026-08-14T12:17:52.923009Z","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":"2026-08-14T12:17:54.198169Z","title":"Freenoise: Tuning-free longer video diffusion via noise rescheduling","venue":null,"work_id":"cfd8e297-a4b5-486c-92eb-5c3ad719c007","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.927445Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:4c09e58eadd4da8952fb23e3a33075aadfa4c28c5fd306d0319d0dcdc1c56923","observation_id":"7819087a-8b5f-4bba-99f9-32dd717169c6","resolution":{"observed_at":"2026-08-14T12:17:54.203392Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:54.182699Z","title":"Gen3c: 3d-informed world-consistent video generation with precise camera control","venue":null,"work_id":"6ffec49b-6827-4a6a-8614-bc33891f5dee","year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.931616Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:1b02be4f5f3b65cab1a8c9e9fec2a390114abdc376e03423915fc2535e3fe6e3","observation_id":"862792e5-02b5-41fe-b29e-3f484683b659","resolution":{"observed_at":"2026-08-14T12:17:54.187587Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2604.13036","last_updated":"2026-04-14T17:59:44Z","snapshot_observed_at":"2026-08-11T10:46:08.311397Z","submitted_at":"2026-04-14T17:59:44Z","title":"Lyra 2.0: Explorable Generative 3D Worlds","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.13036","snapshot_observed_at":"2026-08-14T12:17:52.936162Z","title":"Lyra 2.0: Explorable generative 3d worlds.arXiv preprint arXiv:2604.13036, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.936162Z"},"links":{"cited_paper":"/paper/2604.13036","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:05f99785df738722f3f7c88c695e12b6d642e99f468cbe5b1c772a2a371af3b1","observation_id":"b6054274-ed4e-405c-bef7-f477da87b56d","resolution":{"observed_at":"2026-08-14T12:17:52.936162Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2512.14614","last_updated":"2026-06-09T16:18:08Z","snapshot_observed_at":"2026-08-14T16:23:20.854858Z","submitted_at":"2025-12-16T17:22:46Z","title":"WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2512.14614","snapshot_observed_at":"2026-08-14T12:17:52.940970Z","title":"Worldplay: Towards long-term geometric consistency for real-time interactive world modeling.arXiv preprint arXiv:2512.14614, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.940970Z"},"links":{"cited_paper":"/paper/2512.14614","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:c95cda22d84fac2d9d7110d91eaa46b754c8ecdf9cd60327896c8ba0ce4a0bde","observation_id":"985ae0b1-c30d-4896-8a0d-4ff62b957f92","resolution":{"observed_at":"2026-08-14T12:17:52.940970Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.20540","last_updated":"2026-01-28T12:37:01Z","snapshot_observed_at":"2026-08-13T17:45:09.123419Z","submitted_at":"2026-01-28T12:37:01Z","title":"Advancing Open-source World Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.20540","snapshot_observed_at":"2026-08-14T12:17:52.945938Z","title":"Advancing open-source world models.arXiv preprint arXiv:2601.20540, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.945938Z"},"links":{"cited_paper":"/paper/2601.20540","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:2edbaa1cb9b620ceef8bb62d5bbe7c601e8412b5fa341af74eaf5977307467bd","observation_id":"a9bac423-7b46-4934-abbb-1b2df635b64a","resolution":{"observed_at":"2026-08-14T12:17:52.945938Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.13211","last_updated":"2025-05-19T14:58:50Z","snapshot_observed_at":"2026-08-17T23:27:13.017878Z","submitted_at":"2025-05-19T14:58:50Z","title":"MAGI-1: Autoregressive Video Generation at Scale","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.13211","snapshot_observed_at":"2026-08-14T12:17:52.951381Z","title":"Magi-1: Autoregressive video generation at scale","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.951381Z"},"links":{"cited_paper":"/paper/2505.13211","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:56c2c6276e74345bccfdf715823546a0f612adc51687f02de4559d642bf40062","observation_id":"632d07b7-80a8-4d58-ab43-c361f40a0c8d","resolution":{"observed_at":"2026-08-14T12:17:52.951381Z","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":"2026-08-14T12:17:54.165984Z","title":"Least-squares estimation of transformation parameters between two point patterns","venue":null,"work_id":"f1b42b03-5006-4463-95cf-3b31c30d902d","year":1991},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.956297Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:5ecfec7a38eff8dccc9c500f9f1d1af03a35ade23ee86d295f2d451ba1435c12","observation_id":"6435f13b-e62a-4d83-b2c0-cb892d5f9b5e","resolution":{"observed_at":"2026-08-14T12:17:54.171385Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.20314","last_updated":"2025-04-19T02:22:42Z","snapshot_observed_at":"2026-08-12T22:34:51.361078Z","submitted_at":"2025-03-26T08:25:43Z","title":"Wan: Open and Advanced Large-Scale Video Generative Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.20314","snapshot_observed_at":"2026-08-14T12:17:52.961162Z","title":"Wan: Open and advanced large-scale video generative models.arXiv preprint arXiv:2503.20314, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.961162Z"},"links":{"cited_paper":"/paper/2503.20314","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:378aa08710636879b342f66ac8c62b0c4bff615396c780954e4579fae0da8479","observation_id":"0993f681-c63d-42d9-9b19-2a3460a18635","resolution":{"observed_at":"2026-08-14T12:17:52.961162Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.13347","last_updated":"2026-03-07T07:01:59Z","snapshot_observed_at":"2026-08-18T07:52:03.034005Z","submitted_at":"2025-07-17T17:59:53Z","title":"$\\pi^3$: Permutation-Equivariant Visual Geometry Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.13347","snapshot_observed_at":"2026-08-14T12:17:52.966099Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.966099Z"},"links":{"cited_paper":"/paper/2507.13347","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:5d628cfd97a1bb37e32f8ad4de18f94f11870128cc8231a2587293e3b12ed5e4","observation_id":"27c6fed0-1664-497b-987c-356a40c6bf42","resolution":{"observed_at":"2026-08-14T12:17:52.966099Z","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":"2026-08-14T12:17:54.149966Z","title":"Motionctrl: A unified and flexible motion controller for video generation","venue":null,"work_id":"f8da99d4-b26d-46ea-886c-ccd87b3b4a94","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.971660Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:0f7b35e71151ded3a42bace510ad638a7be3784e05758e1ddfc10c1988f1a235","observation_id":"7401332c-a1d3-4af4-b9b9-f3135a8a097a","resolution":{"observed_at":"2026-08-14T12:17:54.154842Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:54.134581Z","title":"Worldmem: Long-term consistent world simulation with memory","venue":null,"work_id":"8007cdc2-4dce-40e4-8af8-55371f1ca027","year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.976127Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:92320495aed6024ef4c35db1e0669e4120e97cb0537953b5b2ce1b9350689ec5","observation_id":"22e8a276-c29a-415c-99b8-9f244f9c9e11","resolution":{"observed_at":"2026-08-14T12:17:54.139735Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.02509","last_updated":"2024-06-04T17:27:19Z","snapshot_observed_at":"2026-08-04T13:02:12.217544Z","submitted_at":"2024-06-04T17:27:19Z","title":"CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.02509","snapshot_observed_at":"2026-08-14T12:17:52.980110Z","title":"Camco: Camera-controllable 3d-consistent image-to-video generation.arXiv preprint arXiv:2406.02509, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.980110Z"},"links":{"cited_paper":"/paper/2406.02509","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:a80a0bc4d4f017315753c4873b428a111534327327fb94eae80a04526f922b51","observation_id":"a718999d-4da4-4561-9e9c-19ca776a0b11","resolution":{"observed_at":"2026-08-14T12:17:52.980110Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06051","last_updated":"2026-05-07T11:36:29Z","snapshot_observed_at":"2026-08-13T15:48:49.119833Z","submitted_at":"2026-05-07T11:36:29Z","title":"RealCam: Real-Time Novel-View Video Generation with Interactive Camera Control","version":1},"cited_work":{"arxiv_id":"2605.06051","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.06051","snapshot_observed_at":"2026-08-14T12:17:53.469693Z","title":"RealCam: Real-Time Novel-View Video Generation with Interactive Camera Control","venue":"cs.CV","work_id":"e007ed85-5ec4-4382-9c61-d06e7fbd88fa","year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.984573Z"},"links":{"cited_paper":"/paper/2605.06051","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:998a3cc86b00536e13dc58e2670fa5a61e529b8c06689757e6c0dd70a5fd35ed","observation_id":"298aab18-2c59-45ca-ae84-9d876fd240c0","resolution":{"observed_at":"2026-08-14T12:17:53.474862Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-08-14T12:17:52.989983Z","title":"Qwen3 technical report.arXiv preprint arXiv:2505.09388, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.989983Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:0f3edac3fe705992b8d3f370ba852aaac69cf262493c638ce962bdacc48c2d17","observation_id":"32de6ed1-07de-4d77-849d-485ce8e889c9","resolution":{"observed_at":"2026-08-14T12:17:52.989983Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2509.22622","last_updated":"2025-10-13T22:41:26Z","snapshot_observed_at":"2026-08-20T21:21:54.424645Z","submitted_at":"2025-09-26T17:48:24Z","title":"LongLive: Real-time Interactive Long Video Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2509.22622","snapshot_observed_at":"2026-08-14T12:17:52.994871Z","title":"Longlive: Real-time interactive long video generation.arXiv preprint arXiv:2509.22622, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:52.994871Z"},"links":{"cited_paper":"/paper/2509.22622","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:9eac9786c0cf1e4782b25d7484d55dbbe1713d5a804a557c02af04b8ab00f6f1","observation_id":"35ca8097-d113-4f81-8447-c9e7b4ac5765","resolution":{"observed_at":"2026-08-14T12:17:52.994871Z","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":"2026-08-14T12:17:54.118184Z","title":"Infinity-rope: Action- controllable infinite video generation emerges from autoregressive self-rollout","venue":null,"work_id":"569d93d0-bc28-42b8-a164-0aa43cc646bc","year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.000379Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:20c1a1e9662a09d30acc43f98d9fddefd5c38eded55c407d09a41f600dcfc9dc","observation_id":"412808b9-5fe1-4941-9455-456dd9fe6d51","resolution":{"observed_at":"2026-08-14T12:17:54.123980Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:53.005768Z","title":"Deep forc- ing: Training-free long video generation with deep sink and participative compression.arXiv preprint arXiv:2512.05081, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.005768Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:369d0ec59a020c191706947fddaaeada611c7b0f9a580562a0f6e1471716f901","observation_id":"93cc9836-e953-4ecd-aa10-9d5fdc0da3f4","resolution":{"observed_at":"2026-08-14T12:17:53.005768Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2606.27345","last_updated":"2026-08-12T17:22:33Z","snapshot_observed_at":"2026-08-15T23:12:08.846349Z","submitted_at":"2026-06-25T17:51:02Z","title":"SCoPE: Sightline-Coordinate Positional Encoding for Video Diffusion Transformers","version":3},"cited_work":{"arxiv_id":"2606.27345","doi":null,"metadata_source":"pith","pith_arxiv_id":"2606.27345","snapshot_observed_at":"2026-08-14T12:17:53.349206Z","title":"SCoPE: Sightline-Coordinate Positional Encoding for Video Diffusion Transformers","venue":"cs.CV","work_id":"890cef06-1a38-4016-96f6-b0e93fe99c1f","year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.010349Z"},"links":{"cited_paper":"/paper/2606.27345","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:25c6eb53848b8ce44274441e136be242826012291294419a4d8158dd6ea6c147","observation_id":"2ddba969-044a-459c-a43c-601acb77c324","resolution":{"observed_at":"2026-08-14T12:17:53.354674Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:54.101417Z","title":"Improved distribution matching distillation for fast image synthesis","venue":null,"work_id":"fbda5c74-aad4-4e7c-8550-0fd3aa8391ff","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.015046Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:03027e46d0908b78f7e3725279217c54991dfcf53051dba7ffb5390a510f344f","observation_id":"7f6133e6-837a-42f8-becf-6905cfd9990c","resolution":{"observed_at":"2026-08-14T12:17:54.106340Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:54.083939Z","title":"One-step diffusion with distribution matching distillation","venue":null,"work_id":"efc9c2d3-9941-44b2-8a05-9e96779bc5d3","year":2024},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.019466Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:c67bac182b23971963605c9f7affde21c417ad5becd62f3f4c6d68c927ba00f8","observation_id":"2a43b2de-65d7-42d1-9244-f17e4d2d198e","resolution":{"observed_at":"2026-08-14T12:17:54.089679Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:54.067592Z","title":"From slow bidirectional to fast autoregressive video diffusion models","venue":null,"work_id":"75aae167-eaad-445e-9e47-22a00736e8d7","year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.024014Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:ac17e785f1e01bfa853e886f5951e2f0dcc75362676a0f55fba56ee04cf8b5c4","observation_id":"3c0080e1-d7c3-4a3c-aab2-eec834f3b24e","resolution":{"observed_at":"2026-08-14T12:17:54.073280Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T12:17:53.028461Z","title":"Videossm: Autoregressive long video generation with hybrid state-space memory","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.028461Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:0a2d15fa907120a6d5a682fe752fdf32d2c0cc97b56152da9a84fb7bda73ccf8","observation_id":"83646d91-344d-484c-ac1a-35bb32b234a1","resolution":{"observed_at":"2026-08-14T12:17:53.028461Z","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":"2026-08-14T12:17:54.052110Z","title":"Frame context packing and drift prevention in next-frame-prediction video diffusion models","venue":null,"work_id":"6cf2bdbc-997f-47d4-9e9a-4ae5ffe9c20a","year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.032910Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:07dd31f8a4fd5e9e6f27b8aa5feba118d7b9870f096ab401b801ad16007c2c92","observation_id":"a607988b-338f-4b48-a6f3-da7abe7e3a19","resolution":{"observed_at":"2026-08-14T12:17:54.057147Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.04507","last_updated":"2025-06-04T23:21:39Z","snapshot_observed_at":"2026-08-17T20:33:39.027283Z","submitted_at":"2025-02-06T21:17:09Z","title":"Fast Video Generation with Sliding Tile Attention","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.04507","snapshot_observed_at":"2026-08-14T12:17:53.037705Z","title":"Fast video generation with sliding tile attention.arXiv preprint arXiv:2502.04507, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.037705Z"},"links":{"cited_paper":"/paper/2502.04507","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:5e3bd5cdeae834d7b333c8fd979bdb410f304000aface2048ef1f6a92e48b700","observation_id":"9d2bb1c0-a7e7-4eb7-94f1-55b0e242ce38","resolution":{"observed_at":"2026-08-14T12:17:53.037705Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.30263","last_updated":"2026-05-28T17:27:03Z","snapshot_observed_at":"2026-08-13T05:30:53.434869Z","submitted_at":"2026-05-28T17:27:03Z","title":"minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.30263","snapshot_observed_at":"2026-08-14T12:17:53.042354Z","title":"minWM: A full-stack open-source framework for real-time interactive video world models.arXiv preprint arXiv:2605.30263, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.042354Z"},"links":{"cited_paper":"/paper/2605.30263","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:147fac67655af87bca51e86a6d5e8823a665effd13b37e3a938686d5fa97fcfa","observation_id":"87dc6171-bd02-4f62-b155-3388efde3361","resolution":{"observed_at":"2026-08-14T12:17:53.042354Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.15141","last_updated":"2026-06-01T14:27:49Z","snapshot_observed_at":"2026-08-14T11:03:14.501844Z","submitted_at":"2026-05-14T17:46:36Z","title":"Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.15141","snapshot_observed_at":"2026-08-14T12:17:53.047060Z","title":"Causal forcing++: Scalable few-step autoregressive diffusion distillation for real-time interactive video generation.arXiv preprint arXiv:2605.15141, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.047060Z"},"links":{"cited_paper":"/paper/2605.15141","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:9407c866fb2f41ddfa698293613610f0149ad110618312c370cf18dc41492ff6","observation_id":"b8f846eb-c8d1-496c-a6ca-e124dcec16b7","resolution":{"observed_at":"2026-08-14T12:17:53.047060Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2606.25473","last_updated":"2026-06-24T06:58:02Z","snapshot_observed_at":"2026-08-05T22:45:50.916812Z","submitted_at":"2026-06-24T06:58:02Z","title":"Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2606.25473","snapshot_observed_at":"2026-08-14T12:17:53.051279Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.051279Z"},"links":{"cited_paper":"/paper/2606.25473","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:c841511aefb939275cbb26c34ef39cd2188750cff00af4a98939bc5f229fa537","observation_id":"eff0d07f-6f15-40ab-a5d1-81b3e25196c7","resolution":{"observed_at":"2026-08-14T12:17:53.051279Z","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":"2026-08-14T12:17:54.036020Z","title":"Taming teacher forcing for masked autoregressive video generation","venue":null,"work_id":"9b867e8b-294b-4dc8-9905-16821d3dd5f9","year":2025},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.056212Z"},"links":{"citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:6a91f6e8c5e22633a4729cac74eb9cad7fa185c86ec6b2d68f952467f9becafe","observation_id":"6620ebda-f3f2-4f91-ac85-811ee823cb1d","resolution":{"observed_at":"2026-08-14T12:17:54.041115Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.15178","last_updated":"2026-05-14T17:58:03Z","snapshot_observed_at":"2026-08-19T17:56:23.871096Z","submitted_at":"2026-05-14T17:58:03Z","title":"SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.15178","snapshot_observed_at":"2026-08-14T12:17:53.060484Z","title":"SANA-WM: Efficient minute-scale world modeling with hybrid linear diffusion transformer","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.060484Z"},"links":{"cited_paper":"/paper/2605.15178","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:5e15b1afe3f3e0a63bb62f6ddcd977804c60aa578fdf0b3137db95f2527a7bcc","observation_id":"18026155-d6c7-441e-964c-47385c13b6e1","resolution":{"observed_at":"2026-08-14T12:17:53.060484Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.02214","last_updated":"2026-06-01T14:32:37Z","snapshot_observed_at":"2026-08-17T22:01:08.736822Z","submitted_at":"2026-02-02T15:19:22Z","title":"Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.02214","snapshot_observed_at":"2026-08-14T12:17:53.065317Z","title":"Causal forcing: Autore- gressive diffusion distillation done right for high-quality real-time interactive video generation.arXiv preprint arXiv:2602.02214, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.065317Z"},"links":{"cited_paper":"/paper/2602.02214","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:1f2a111547326586d763d55111f24fd18b7989165b591f380d8528b385e82a20","observation_id":"d04632cd-8a2e-49d2-97e1-fabe802034b3","resolution":{"observed_at":"2026-08-14T12:17:53.065317Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2607.20368","last_updated":"2026-07-24T08:16:28Z","snapshot_observed_at":"2026-08-18T04:58:10.558807Z","submitted_at":"2026-07-22T16:59:23Z","title":"Self Gradient Forcing: Native Long Video Extrapolation","version":2},"cited_work":{"arxiv_id":"2607.20368","doi":null,"metadata_source":"pith","pith_arxiv_id":"2607.20368","snapshot_observed_at":"2026-08-14T12:17:53.109666Z","title":"Self Gradient Forcing: Native Long Video Extrapolation","venue":"cs.CV","work_id":"3b0c2ec3-312c-4736-a67e-791e7e4e67ab","year":2026},"citing_paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-14T12:17:53.070720Z"},"links":{"cited_paper":"/paper/2607.20368","citing_paper":"/paper/2608.13391"},"observation_digest":"sha256:911c4230f88b55e5d7a951f12a867300d459ff6ba2111e64cccc6feee30139ed","observation_id":"576e3333-ee0d-4109-b718-49d1b6e43491","resolution":{"observed_at":"2026-08-14T12:17:53.117080Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.13391","last_updated":"2026-08-13T15:51:31Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-16T23:51:49.758110Z","submitted_at":"2026-08-13T15:51:31Z","title":"Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation"},"reference_resolution":{"displayed":58,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":33,"verified_exact":3,"verified_fuzzy":22},"total_outbound_references":58},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 21 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2608.13391."}