{"as_of":"2026-08-05T22:26:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:248df94f7cd338dd2b4699de4071af2dadee10bd84ba62e6ed4ed29ea737015a","coverage":[{"denominator":55,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":55,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-15T05:17:48.403406Z","state":"measured"},{"denominator":55,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":55,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+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/2605.14513/citation-record","integrity":"/paper/2605.14513/integrity","json":"/paper/2605.14513/citation-record.json","paper":"/paper/2605.14513"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2508.17356","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T13:39:50.632827Z","title":"Dicache: Let diffusion model determine its own cache","venue":null,"work_id":"c2389322-8839-490a-8d61-34832e66ebb6","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:748741fa1c1666b10c0c05c2b7bbddbb007b8d96678aa1c124a043911cb6e1ad","observation_id":"c4b86f4f-a798-420a-8258-7091a7d092e6","resolution":{"observed_at":"2026-05-15T05:19:46.027347Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.21036","last_updated":"2025-06-09T11:33:40Z","snapshot_observed_at":"2026-07-06T21:31:20.981220Z","submitted_at":"2025-05-27T11:15:02Z","title":"RainFusion: Adaptive Video Generation Acceleration via Multi-Dimensional Visual Redundancy","version":2},"cited_work":{"arxiv_id":"2505.21036","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.21036","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Rainfusion: Adaptive video generation acceleration via multi-dimensional visual redundancy","venue":null,"work_id":"a6bfc322-49cb-4f3c-bf04-19fcfb1e39b5","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2505.21036","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:3caeb747fb730d35cf7981c74638d37185b5b4a3dbb3b3b5b47a828882fbb6e8","observation_id":"d75c50f4-ebb0-4ac4-a96a-4f25e1ea86b1","resolution":{"observed_at":"2026-05-15T05:19:46.033033Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2512.24086","last_updated":"2026-04-20T08:06:06Z","snapshot_observed_at":"2026-07-06T22:40:23.205898Z","submitted_at":"2025-12-30T08:55:20Z","title":"RainFusion2.0: Temporal-Spatial Awareness and Hardware-Efficient Block-wise Sparse Attention","version":2},"cited_work":{"arxiv_id":"2512.24086","doi":null,"metadata_source":"pith","pith_arxiv_id":"2512.24086","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"RainFusion2.0: Temporal-Spatial Awareness and Hardware-Efficient Block-wise Sparse Attention","venue":"cs.CV","work_id":"179d3710-8907-440f-8695-8d1a532bfe14","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2512.24086","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:6cd26f1e682c1ed43cd9205f0d98f2c1d78548ee05e0c033f5597f9e6e3f2cd8","observation_id":"cc58dfc0-61cf-4cd2-98c6-7226b322cc1b","resolution":{"observed_at":"2026-05-15T05:19:46.021127Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.03065","last_updated":"2025-06-03T16:42:37Z","snapshot_observed_at":"2026-07-06T21:35:56.582332Z","submitted_at":"2025-06-03T16:42:37Z","title":"Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers","version":1},"cited_work":{"arxiv_id":"2506.03065","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.03065","snapshot_observed_at":"2026-07-04T09:49:44.825271Z","title":"Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers, June 2025","venue":null,"work_id":"8ff929a3-a68f-4193-909e-1b19fbdb4f57","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2506.03065","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:7f8b6b93ad4a813c11b710919c37efdd5ea31745d7055f3aaa083ac941f6fdeb","observation_id":"c509e37d-a7a3-44e1-bc6f-91d1390c36b5","resolution":{"observed_at":"2026-05-15T05:19:46.210669Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2508.16984","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T13:39:50.677398Z","title":"Hicache: Training-free acceleration of diffusion models via hermite polynomial-based feature caching","venue":null,"work_id":"43ebda46-bf78-416c-9a3e-a372d3d1b9e7","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:392429bbc30809365c2aa74a77b3336a1caa3bccf93659521fb2ae6b24b0a1ca","observation_id":"0f942716-92ea-4086-92d5-6ea33d4821e7","resolution":{"observed_at":"2026-05-15T05:19:46.105042Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12557","last_updated":"2025-06-23T14:26:35Z","snapshot_observed_at":"2026-07-06T19:34:32.629776Z","submitted_at":"2024-10-16T13:34:40Z","title":"One Step Diffusion via Shortcut Models","version":3},"cited_work":{"arxiv_id":"2410.12557","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.12557","snapshot_observed_at":"2026-07-04T17:09:58.784233Z","title":"One Step Diffusion via Shortcut Models","venue":"cs.LG","work_id":"4017f821-b436-40dd-a38d-0b3bb52f7d99","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2410.12557","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:d0ebd30c8f3e608120e199513d549559538ce6efa0af0b14d44a841bc7914a6a","observation_id":"bbeff5e7-d11b-4f9a-b60a-00878285cd01","resolution":{"observed_at":"2026-05-15T06:40:55.602339Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2508.10774","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Blade: Block-sparse attention meets step distillation for efficient video generation","venue":null,"work_id":"95d98bdf-e98e-4e19-b1a6-5e084c6f2c1f","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:9542ebc03b7dacd4a22cccea67741f15bf1e97f8148069c0124e40a08a075a95","observation_id":"eab3b923-3e0c-448a-abf9-77d8fef5ff16","resolution":{"observed_at":"2026-05-15T05:19:46.244708Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Block Sparse Attention","venue":null,"work_id":"4e62a35f-7ca6-4636-abe7-e95b50cf3cd1","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:63c16ec6f97beebab3965f22956ff1f28d78f073463e0c7c573049e91fd03c36","observation_id":"9e9f139c-0207-4f6a-aa61-c693729f6209","resolution":{"observed_at":"2026-05-15T05:20:02.792259Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-10T14:37:16.225324Z","title":"Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851","venue":null,"work_id":"82ba805b-3e59-43c6-b37f-3aa1940eea68","year":2020},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:e34be5c7a611fe049466295c3f1f6ef8a5472ff503f2d10acc0562b44696458d","observation_id":"a05a9e2c-0df6-4ffe-ba71-fc013b5b6161","resolution":{"observed_at":"2026-05-15T05:20:02.805410Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-11T01:07:50.611559Z","title":"Vbench: Comprehensive benchmark suite for video generative models","venue":null,"work_id":"2383dbc4-0e5d-40ed-a102-5aac37332eae","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:3f020547dcfb1cc720397aba48824995114f27bae8725f26bd26e5a77ff420fb","observation_id":"54955872-64ef-4820-82a4-3a30e850d5fa","resolution":{"observed_at":"2026-05-15T05:20:02.738578Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.03603","last_updated":"2025-03-11T08:14:25Z","snapshot_observed_at":"2026-08-03T00:44:01.942521Z","submitted_at":"2024-12-03T23:52:37Z","title":"HunyuanVideo: A Systematic Framework For Large Video Generative Models","version":6},"cited_work":{"arxiv_id":"2412.03603","doi":"10.48550/arxiv.2412.03603","metadata_source":"pith","pith_arxiv_id":"2412.03603","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"HunyuanVideo: A Systematic Framework For Large Video Generative Models","venue":"cs.CV","work_id":"881efa7e-7e73-4c66-9cc3-2803e551061c","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2412.03603","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:d23303119f39ca7fad6b084c4c9ae626f0ca92a6655688c10927e529a7eb8392","observation_id":"c84cd09e-97ad-40ba-8f5e-df9ec6a9a385","resolution":{"observed_at":"2026-05-15T05:19:46.170422Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-07-10T21:18:49.433177+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T21:18:49.433177+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2411.05007","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T17:29:59.571033Z","title":"Svdquant: Absorbing outliers by low-rank components for 4-bit diffusion models","venue":null,"work_id":"1002a922-9818-4da4-87d3-a04f25173c6a","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:aa3efbb75eccdce085e58db913dfcc2887214ad799342f8cdfa4fa0369e24bf6","observation_id":"e452f0b2-5c7c-4af0-a0c2-3c82c0b25470","resolution":{"observed_at":"2026-05-15T05:19:46.113328Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2508.12969","last_updated":"2025-08-18T14:45:42Z","snapshot_observed_at":"2026-08-05T19:11:29.533537Z","submitted_at":"2025-08-18T14:45:42Z","title":"Compact Attention: Exploiting Structured Spatio-Temporal Sparsity for Fast Video Generation","version":1},"cited_work":{"arxiv_id":"2508.12969","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2508.12969","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Compact Attention: Exploiting Structured Spatio-Temporal Sparsity for Fast Video Generation, August 2025","venue":null,"work_id":"c02b7e7c-6546-4851-b82e-f02e79f45cfd","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2508.12969","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:7d7d860fbc73aad3dfd53d390f7f79632b8f95403199d713256b6570852f7ee1","observation_id":"df394248-2aa0-4557-91f1-cc461be9ec1d","resolution":{"observed_at":"2026-05-15T05:19:46.232730Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2506.19852","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T08:49:41.548735Z","title":"Radial attention:O(nlogn)sparse attention with energy decay for long video generation","venue":null,"work_id":"f37b4eb0-dbad-4cee-a31f-d0b68241edc3","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:7f1d27cf9a90324898429a9a729e403aa2fbdc689939a66816af55ad7d9969e3","observation_id":"2fd24dc6-3c88-4237-b074-e9254941e97d","resolution":{"observed_at":"2026-05-15T05:19:46.152811Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.02747","last_updated":"2023-02-08T15:46:05Z","snapshot_observed_at":"2026-08-02T18:24:58.914589Z","submitted_at":"2022-10-06T08:32:20Z","title":"Flow Matching for Generative Modeling","version":2},"cited_work":{"arxiv_id":"2210.02747","doi":"10.1038/s41467-024-47656-z","metadata_source":"pith","pith_arxiv_id":"2210.02747","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flow Matching for Generative Modeling","venue":"cs.LG","work_id":"6edb71c4-5d64-40af-a394-9757ea051a36","year":2022},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2210.02747","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:467fde3bfe79713f515ae5a636fc5bb054625ba04c39ff7e737a7e017dc51c03","observation_id":"dbdb1a06-875e-419b-8c88-6fe7dcea4181","resolution":{"observed_at":"2026-05-15T05:19:46.147144Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-06-01T22:57:59.860918+00:00","source":"crossref_status_cache"},{"observed_at":"2026-06-01T22:57:59.860918+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Timestep embedding tells: It’s time to cache for video diffusion model","venue":null,"work_id":"ff1036c1-3d00-441c-9d89-a9d495ac2a9f","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:cde434e506765842a4477e926ecc6ab12276842ba83c5b878493c82ac836af5c","observation_id":"61eef461-9111-4bc1-b461-a0feb574bf30","resolution":{"observed_at":"2026-05-15T05:20:02.797649Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2510.08669","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T13:39:50.673719Z","title":"FreqCa: Accelerating diffusion models via frequency-aware caching","venue":null,"work_id":"5c6a5e09-6173-4fbf-a2b8-532732c16c30","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:3407f9f063ef2470600e549cedfd86f702f8728e2b324017238ab079fbc9e333","observation_id":"d6ace888-5403-4a75-bf69-55b34e01551b","resolution":{"observed_at":"2026-05-15T05:19:46.088889Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"From reusing to forecasting: Accelerating diffusion models with taylorseers","venue":null,"work_id":"0102abd2-26a6-4f77-9e77-ad34cdc3185a","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:40b11369e130112b90430a46001b4411a2f91b5e159d0db9972e52f36eb70687","observation_id":"a09511a3-3f6b-4187-ba58-4d336c2eea11","resolution":{"observed_at":"2026-05-15T05:20:02.819191Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2603.18636","last_updated":"2026-05-08T04:13:25Z","snapshot_observed_at":"2026-07-06T22:49:42.664225Z","submitted_at":"2026-03-19T09:00:08Z","title":"Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering","version":2},"cited_work":{"arxiv_id":"2603.18636","doi":null,"metadata_source":"pith","pith_arxiv_id":"2603.18636","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering","venue":"cs.CV","work_id":"e72e50ce-bc33-4fe0-8e51-ddb540bb564d","year":2026},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2603.18636","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:861b3c59c450b35ee1f7f90dc7748a08fc8d30844c26084c2bd3052fec011905","observation_id":"d1e4637b-065e-43e9-9771-715a409ed7e9","resolution":{"observed_at":"2026-05-15T05:19:46.175585Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.10248","last_updated":"2025-02-24T10:12:11Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-02-14T15:58:10Z","title":"Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model","version":3},"cited_work":{"arxiv_id":"2502.10248","doi":"10.48550/arxiv.2502.10248","metadata_source":"pith","pith_arxiv_id":"2502.10248","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model","venue":"cs.CV","work_id":"f9be7275-0997-4f96-bbde-dcd6ea138476","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2502.10248","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:29ef65056048c3996cd36a8023aaf0d5cbe09902ff65a5daf7c7ac70ddc511d0","observation_id":"658e9d79-8cae-437e-943c-f6038e0cc3e8","resolution":{"observed_at":"2026-05-19T08:02:24.560574Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.03048","last_updated":"2025-05-01T09:40:21Z","snapshot_observed_at":"2026-08-02T13:01:06.918463Z","submitted_at":"2024-01-05T19:55:15Z","title":"Latte: Latent Diffusion Transformer for Video Generation","version":3},"cited_work":{"arxiv_id":"2401.03048","doi":null,"metadata_source":"pith","pith_arxiv_id":"2401.03048","snapshot_observed_at":"2026-07-10T01:46:41.160163Z","title":"Latte: Latent Diffusion Transformer for Video Generation","venue":"cs.CV","work_id":"5328e907-7278-4781-a2bb-c5ef40dc87fb","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2401.03048","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:da48130f0bb839e122eb280add3ba4f5446f168272d3759a9699244ccb2e4d9c","observation_id":"18f6bb47-e0be-4059-8fcc-e4fc53b606dd","resolution":{"observed_at":"2026-05-15T05:19:46.215743Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-11T02:27:53.186413Z","title":"Scalable diffusion models with transformers","venue":null,"work_id":"0c67bec8-6388-449f-9600-64c8ea9bc79f","year":2023},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:dd0c195265015e3c27a907f4286b0a3a8bb04d797fa1bebba9fd4c3d680b90a1","observation_id":"721ff330-5963-442f-9299-71b1180b5c33","resolution":{"observed_at":"2026-05-15T05:20:02.824845Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance, May","venue":null,"work_id":"acc79e5f-1f5a-44a9-a261-3669916f785f","year":null},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:4f56dfcca27eab746c53465c123d857e635529750b70833ad09996c9bb536ecd","observation_id":"26f0861a-7bdb-4851-8642-418078fac93c","resolution":{"observed_at":"2026-05-15T05:20:02.810665Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.14708","last_updated":"2025-05-17T04:34:34Z","snapshot_observed_at":"2026-08-05T01:03:43.235993Z","submitted_at":"2025-05-17T04:34:34Z","title":"DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance","version":1},"cited_work":{"arxiv_id":"2505.14708","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.14708","snapshot_observed_at":"2026-07-04T08:49:41.589584Z","title":"Draftattention: Fast video diffusion via low-resolution attention guidance","venue":null,"work_id":"18f36a2c-524f-4504-87be-6c73cf9cbda3","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2505.14708","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:963a757702065370ac0c059d573849c77a22081ab149aa4629174b651b39bf2e","observation_id":"da10acec-124e-4ec7-bb8d-8c6b1dce5c42","resolution":{"observed_at":"2026-05-15T05:19:46.144604Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2511.11062","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"LiteAttention: A Temporal Sparse Attention for Diffusion Transformers, November 2025","venue":null,"work_id":"5678da2b-251f-4314-9cfb-5fa0d83fa754","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:4fda7109614500f521383c287517d9693988ad5441619275fd3cbbf7c16ad6dd","observation_id":"862327a0-8f4e-4ace-b015-edc4ea5222d7","resolution":{"observed_at":"2026-05-15T05:19:46.231117Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2010.02502","last_updated":"2022-10-05T20:19:21Z","snapshot_observed_at":"2026-07-06T10:01:50.133383Z","submitted_at":"2020-10-06T06:15:51Z","title":"Denoising Diffusion Implicit Models","version":4},"cited_work":{"arxiv_id":"2010.02502","doi":"10.48550/arxiv.2010.02502","metadata_source":"pith","pith_arxiv_id":"2010.02502","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Denoising Diffusion Implicit Models","venue":"cs.LG","work_id":"8fa2128b-d18c-405c-ac92-0e669cf89ac0","year":2020},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2010.02502","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:7a11e66bf146d07fcb84dde4f0bfd22a48fbd806c0dde17c6f850bb31c0aa48e","observation_id":"10afb26b-81fb-4e37-afa0-aa71b95142c9","resolution":{"observed_at":"2026-05-15T05:19:46.208339Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-07-12T13:49:41.147667+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-12T13:49:41.147667+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration, December 2024","venue":null,"work_id":"88263a52-0554-461b-a91e-4bef3ec3b0b1","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:7d13a891b99956eb68f80b4f78a7ee3049360629c6e6880fd21a50d09927fd87","observation_id":"60167cab-a097-4163-89b2-4f0e032fde56","resolution":{"observed_at":"2026-05-15T05:20:02.754362Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.11706","last_updated":"2025-05-24T17:39:32Z","snapshot_observed_at":"2026-07-06T20:07:41.462631Z","submitted_at":"2024-12-16T12:28:22Z","title":"AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration","version":3},"cited_work":{"arxiv_id":"2412.11706","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.11706","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Asymrnr: Video dif- fusion transformers acceleration with asymmetric reduction and restoration.arXiv preprint arXiv:2412.11706, 2024a","venue":null,"work_id":"9840ba6c-8127-476c-a643-10db48203a84","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2412.11706","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:f078fd948ab13fde948138488deede79586292c41587ee66c15afc819cfbdbd4","observation_id":"6486ffaf-aa4e-45eb-93cd-4aedef1bf132","resolution":{"observed_at":"2026-05-15T05:19:46.138671Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.20314","last_updated":"2025-04-19T02:22:42Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-03-26T08:25:43Z","title":"Wan: Open and Advanced Large-Scale Video Generative Models","version":2},"cited_work":{"arxiv_id":"2503.20314","doi":"10.1109/19.492748","metadata_source":"pith","pith_arxiv_id":"2503.20314","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Wan: Open and Advanced Large-Scale Video Generative Models","venue":"cs.CV","work_id":"ad3ebc3b-4224-46c9-b61d-bcf135da0a7c","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2503.20314","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:e381702bc46360cd6299c7df5fb12135d1b2c910256906cd2af908e119e92df3","observation_id":"4e671aff-5653-4f89-9b52-764cca0b0ec7","resolution":{"observed_at":"2026-05-15T05:19:46.119617Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Objective video quality assessment","venue":null,"work_id":"d282ef1b-9570-46d5-80a4-c9b00255febd","year":2003},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:a453c659f718350dfc73e171f29e58c1d6065c4020800411c5990d56a75f63b4","observation_id":"d7b5b834-6f07-4d7a-bb5c-1134edbd300f","resolution":{"observed_at":"2026-05-15T05:20:02.748570Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-10T17:57:26.576391Z","title":"Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612","venue":null,"work_id":"9cbaa8a9-c031-41b2-bf97-f8b7a2b7cfff","year":2004},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:1ed1a8ea908475d7cee5808f8c16ba468872a5501f7615940492e918a6d59c4e","observation_id":"d27495e8-da08-4338-9a78-722752446280","resolution":{"observed_at":"2026-05-15T05:20:02.780039Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.23858","last_updated":"2025-06-30T13:52:31Z","snapshot_observed_at":"2026-07-06T21:49:47.325553Z","submitted_at":"2025-06-30T13:52:31Z","title":"VMoBA: Mixture-of-Block Attention for Video Diffusion Models","version":1},"cited_work":{"arxiv_id":"2506.23858","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.23858","snapshot_observed_at":"2026-07-01T19:26:00.141144Z","title":"Vmoba: Mixture-of-block attention for video diffusion models.arXiv preprint arXiv:2506.23858","venue":null,"work_id":"08462ec3-ee24-4a13-a35a-05cd1792c374","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2506.23858","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:ec06307781e1b0217be5e5eab193662dd31c84286a685a008b92d0bd7846d1c2","observation_id":"2a89e8e0-840b-458c-8dce-7c9949e7981f","resolution":{"observed_at":"2026-05-15T05:19:46.221326Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2512.05754","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"USV: Unified Sparsification for Accelerating Video Diffusion Models, December 2025","venue":null,"work_id":"c0f1b35c-2b3d-4199-bb5c-68b8f9c0e147","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:001eb9e6f39e5a50780769d58538d1720b719627568b84b74d6e051f21d505e8","observation_id":"d59e2c91-5970-4b51-968e-640e80891e36","resolution":{"observed_at":"2026-05-15T05:19:46.164031Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.01776","last_updated":"2025-04-27T00:10:11Z","snapshot_observed_at":"2026-07-06T20:30:31.588538Z","submitted_at":"2025-02-03T19:29:16Z","title":"Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity","version":2},"cited_work":{"arxiv_id":"2502.01776","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.01776","snapshot_observed_at":"2026-07-04T09:49:44.815320Z","title":"Sparse videogen: Acceler- ating video diffusion transformers with spatial-temporal sparsity.arXiv preprint arXiv:2502.01776","venue":null,"work_id":"178063b3-8569-4875-a453-50fafdeecd54","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2502.01776","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:36c4866f4a40755f1e3ca81ab314883d67e1b6c9f8287ad83480a5d15e287ac5","observation_id":"5f9cecb8-8c3e-4cb4-9cc4-a890597178d1","resolution":{"observed_at":"2026-05-15T05:19:46.250983Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.21079","last_updated":"2025-02-28T14:11:20Z","snapshot_observed_at":"2026-07-06T20:44:22.327776Z","submitted_at":"2025-02-28T14:11:20Z","title":"Training-free and Adaptive Sparse Attention for Efficient Long Video Generation","version":1},"cited_work":{"arxiv_id":"2502.21079","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.21079","snapshot_observed_at":"2026-07-02T12:26:56.731258Z","title":"Training-free and adaptive sparse attention for efficient long video generation","venue":null,"work_id":"33e5bf65-e076-486f-ad32-ce01642ddb43","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2502.21079","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:26b049e430c2bb9affca1400554d7e9ec73efd05d4903cf19778dd5965ed4717","observation_id":"5ed6ee11-16ad-46eb-aa1a-4c7d97069d4f","resolution":{"observed_at":"2026-05-15T05:19:46.226767Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.16428","last_updated":"2025-03-20T17:59:58Z","snapshot_observed_at":"2026-07-06T20:56:14.017923Z","submitted_at":"2025-03-20T17:59:58Z","title":"XAttention: Block Sparse Attention with Antidiagonal Scoring","version":1},"cited_work":{"arxiv_id":"2503.16428","doi":"10.48550/arxiv.2503.16428","metadata_source":"arxiv_reference","pith_arxiv_id":"2503.16428","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Xattention: Block sparse attention with antidiagonal scoring.arXiv preprint arXiv:2503.16428","venue":"ArXiv.org","work_id":"660ed69e-6b5b-4d82-8a52-f5b1514a694b","year":2018},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2503.16428","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:d043e9269bc9c1394d239130ef6b3e9b6e0d878e1499913ac1fad3d5618285c2","observation_id":"623cd67e-8060-4d46-b423-001d6e104a60","resolution":{"observed_at":"2026-05-15T05:19:46.238732Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.18875","last_updated":"2026-05-06T23:08:29Z","snapshot_observed_at":"2026-08-02T05:41:40.015287Z","submitted_at":"2025-05-24T21:30:29Z","title":"Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation","version":5},"cited_work":{"arxiv_id":"2505.18875","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.18875","snapshot_observed_at":"2026-07-04T08:49:41.575846Z","title":"Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation","venue":"cs.CV","work_id":"decf2600-7c29-49c9-b5e5-a399c4eea166","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2505.18875","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:7cf79f85a3ec005083561531d5f898dc664ca981b4cdfb329e2c284f5247607f","observation_id":"99603888-b9f9-490c-a338-f1a1d674335a","resolution":{"observed_at":"2026-05-15T05:19:46.256500Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.06072","last_updated":"2025-03-26T08:33:10Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-08-12T11:47:11Z","title":"CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer","version":3},"cited_work":{"arxiv_id":"2408.06072","doi":"10.48550/arxiv.2408.06072","metadata_source":"pith","pith_arxiv_id":"2408.06072","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer","venue":"cs.CV","work_id":"f38fc088-12aa-4bf4-9ecd-08d3e797ccb7","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2408.06072","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:50a283a286bacfece6c084f23d32087e7b19e330df99ae9e405493ecca63ee01","observation_id":"0faa3e05-13a5-4b71-85ec-0f574df9afd7","resolution":{"observed_at":"2026-05-15T05:19:46.221540Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-08T07:34:43.902351Z","title":"Improved distribution matching distillation for fast image synthesis.Advances in neural information processing systems, 37:47455–47487","venue":null,"work_id":"7d717b4b-8acc-4ba0-bdbd-729798db2a84","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:aee4e691cde1ed6bcf6ae1d62575d234b270a9fe8e5beaa41c8b59b237979231","observation_id":"93f42242-5dee-4763-af56-8058bf47ec9d","resolution":{"observed_at":"2026-05-15T05:20:02.760604Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-08T07:34:43.937880Z","title":"One-step diffusion with distribution matching distillation","venue":null,"work_id":"067514cd-e6d1-4fca-a39f-b484eb80fc78","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:c80ad99dfa72d02b9b505cd69c35bc0c9762709b8be189e72dbed67ee9a36df8","observation_id":"925ad7cf-01e1-42b9-b515-71aa1f40a3da","resolution":{"observed_at":"2026-05-15T05:20:02.785655Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2509.01085","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Bidirectional sparse attention for faster video diffusion training","venue":null,"work_id":"9835cbda-7ae1-4c7f-8e6e-e32994eea87d","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:c7212c7bf08266a37824ac549eb3d29510902900eff3ffe97c50521aa528ae20","observation_id":"babf2b9c-baa4-4b49-851d-b0f94569b4e9","resolution":{"observed_at":"2026-05-15T05:19:46.189201Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2411.10958","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T12:59:52.390042Z","title":"Sageattention2: Efficient attention with thorough outlier smoothing and per-thread int4 quantization","venue":null,"work_id":"54843e85-c1d4-4d6f-b4fc-58a5902d95bd","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:5ba1a81938ffcca7acda8821700a15aa74c05d533b8374b8de849ca8c84383ae","observation_id":"01bdf2e8-9914-4c42-ae1b-1c1b96bad3e1","resolution":{"observed_at":"2026-05-15T05:19:46.077415Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2410.02367","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Sageat- tention: Accurate 8-bit attention for plug-and-play inference acceleration","venue":null,"work_id":"01558fec-4c8a-4c87-9664-37a72341d96e","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:777196aebf236f907469fb19c92a093e7036ffce326bd0d6b003b4c2c263195b","observation_id":"1c597905-08a4-4732-af8f-ee1f6b75a108","resolution":{"observed_at":"2026-05-15T05:19:46.194635Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2509.24006","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T01:07:44.716756Z","title":"Gonzalez, Jun Zhu, and Jianfei Chen","venue":null,"work_id":"1e0775fb-c356-4c8a-89b3-aa194ebc07f7","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:e0e185d7e365f18fdd0d0de66d8c629f65eb569af76913ff390ede68b0a18a5e","observation_id":"cd04a400-090c-4c76-8b98-7ecf6d0b00ee","resolution":{"observed_at":"2026-05-15T05:19:46.225952Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2502.18137","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-03T20:48:56.478959Z","title":"Spargeattn: Accurate sparse attention accelerating any model inference","venue":null,"work_id":"6199672f-7a6e-41ee-9a53-dcc98d435cb6","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:290e560bf79dc3fdddbcac222c63a116e349cb9c349088e2ca03f13cd5bbc21a","observation_id":"14709e50-fce9-4cd0-8889-a6ae36bdc05d","resolution":{"observed_at":"2026-05-15T05:19:46.158176Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2505.13389","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T01:07:44.526111Z","title":"VSA: Faster Video Diffusion with Trainable Sparse Attention, October 2025","venue":null,"work_id":"35a93b7b-fb25-4254-b014-f48bb199bfee","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:a2442fbce0dc2464fa80fd18be97bcf6f26cdb8316905e4fe10164082faa2b19","observation_id":"f6e83383-df29-4aed-9548-8798de478f12","resolution":{"observed_at":"2026-05-15T05:19:46.205897Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.04507","last_updated":"2025-06-04T23:21:39Z","snapshot_observed_at":"2026-08-05T18:16:36.053313Z","submitted_at":"2025-02-06T21:17:09Z","title":"Fast Video Generation with Sliding Tile Attention","version":3},"cited_work":{"arxiv_id":"2502.04507","doi":null,"metadata_source":"pith","pith_arxiv_id":"2502.04507","snapshot_observed_at":"2026-07-11T01:07:44.493549Z","title":"Spargeattn: Accurate sparse attention accelerat- ing any model inference","venue":"cs.CV","work_id":"c53350cf-72d0-42b0-af6c-8d19e35404e8","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2502.04507","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:6c3126ca08982f95392353cc9da20485aa7a96e8f4397c160535633825a2f744","observation_id":"c6a0ec79-3149-4bff-abaf-37fc751b9ef1","resolution":{"observed_at":"2026-05-15T05:19:46.216546Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-10T17:57:26.568638Z","title":"The unreasonable effectiveness of deep features as a perceptual metric","venue":null,"work_id":"ffd7b63b-f3e1-48da-bdd1-24909a005ca5","year":2018},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:cb840e6214439dc109915eb596769acc06197af05c4521d925d97ee03ff171d8","observation_id":"8b3b9ef3-16c1-4fd4-ad7a-bb019713f997","resolution":{"observed_at":"2026-05-15T05:20:02.767040Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2604.12219","last_updated":"2026-04-14T02:51:52Z","snapshot_observed_at":"2026-07-06T23:00:28.036409Z","submitted_at":"2026-04-14T02:51:52Z","title":"Ride the Wave: Precision-Allocated Sparse Attention for Smooth Video Generation","version":1},"cited_work":{"arxiv_id":"2604.12219","doi":null,"metadata_source":"pith","pith_arxiv_id":"2604.12219","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Ride the Wave: Precision-Allocated Sparse Attention for Smooth Video Generation","venue":"cs.CV","work_id":"522c0dc1-4869-42ac-bd42-3ee98d2e7cfc","year":2026},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2604.12219","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:20bdd37739f1f4f3f14af4d63979f61cc889edea9950f630d9e82dbafbefe73b","observation_id":"6ed679d3-f3c8-438f-8843-1f839aed0472","resolution":{"observed_at":"2026-05-15T05:19:46.261982Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2505.16864","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-02T22:27:26.259476Z","title":"Training-free efficient video gener- ation via dynamic token carving","venue":null,"work_id":"7b739720-fa30-4330-b5b5-bb401753b77c","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:b27c2736290853f0ac00ec74f5102d4e71c6e64146baf0e4459b8410ba45cb28","observation_id":"bd905158-4fbc-40bd-b32a-33c23ae31caa","resolution":{"observed_at":"2026-05-15T05:19:46.150926Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.02540","last_updated":"2025-02-22T16:29:03Z","snapshot_observed_at":"2026-07-06T18:25:22.852874Z","submitted_at":"2024-06-04T17:57:10Z","title":"ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation","version":3},"cited_work":{"arxiv_id":"2406.02540","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2406.02540","snapshot_observed_at":"2026-07-03T20:48:55.686449Z","title":"Vidit-q: Efficient and accurate quantization of diffusion transformers for image and video genera- tion","venue":null,"work_id":"e48c18fd-8b2d-4817-8981-60bdc8141677","year":2024},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2406.02540","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:0d710d72dd4903415803d9d887351875b646446356267a5d8c316f60bd055945","observation_id":"31882355-daf9-4383-8a9c-8c0d513798a1","resolution":{"observed_at":"2026-05-15T05:19:46.183911Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.16054","last_updated":"2025-06-19T06:25:02Z","snapshot_observed_at":"2026-08-03T22:14:30.748044Z","submitted_at":"2025-06-19T06:25:02Z","title":"PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models","version":1},"cited_work":{"arxiv_id":"2506.16054","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.16054","snapshot_observed_at":"2026-07-04T09:49:44.827683Z","title":"PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models, June 2025","venue":null,"work_id":"f8647163-2751-4f2b-8224-d2f26e7bbbbd","year":2025},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"cited_paper":"/paper/2506.16054","citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:f57d64a2775da2ad615c47840e0360c8f0af482b094c75fa2872e05959cb9b29","observation_id":"908e6438-6909-4813-a979-f17ceb788497","resolution":{"observed_at":"2026-05-15T05:19:46.176449Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"dc6e7ece-8e16-44e9-80ff-4ac04f2aedc8","year":null},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:e96d3b3e56a4121ced4ba62b39778ecebb481dd9395619f554d753a9df7a8dc6","observation_id":"260d6522-0df3-4aeb-9239-1476c8921287","resolution":{"observed_at":"2026-05-15T05:20:02.829336Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"e236b63b-2ab6-46cb-b93b-19d36cf0880e","year":null},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:064e0f20a47c0306cf59f650db516d30b7e40dcc5d579638d83aa022c8d5b852","observation_id":"6898b495-f64c-444c-ad3a-1c65745f9c59","resolution":{"observed_at":"2026-05-15T05:20:02.743495Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Therefore, the additive objective is not an exact decomposition of the full network error","venue":null,"work_id":"fdb3136b-3d38-4dc8-97df-7514b61c69f5","year":null},"citing_paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-15T05:17:48.403406Z"},"links":{"citing_paper":"/paper/2605.14513"},"observation_digest":"sha256:0ef0c8a03d40757e03605c5b9f16fe83c307e50cec15782807c8422c8303d541","observation_id":"9d0d5437-4d2e-4c64-8ee1-e0b82737552a","resolution":{"observed_at":"2026-05-15T05:20:02.774699Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2605.14513","last_updated":"2026-05-14T07:57:55Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-02T01:59:59.234796Z","submitted_at":"2026-05-14T07:57:55Z","title":"HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention"},"reference_resolution":{"displayed":55,"state_counts":{"malformed_identifier":0,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":2,"verified_exact":37,"verified_fuzzy":14},"total_outbound_references":55},"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":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2605.14513."}