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Paper Citation Record · LEDGER

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention

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.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.14513 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T05:17:48.403406Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

  • verified exact37
  • verified fuzzy14
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c4b86f4f-a798-420a-8258-7091a7d092e6 · outbound

This paper cites Dicache: Let diffusion model determine its own cache.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Dicache: Let diffusion model determine its own cache

Reference 1

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arxiv_id, observed 2026-05-15T05:19:46.027347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation d75c50f4-ebb0-4ac4-a96a-4f25e1ea86b1 · outbound

This paper cites RainFusion: Adaptive Video Generation Acceleration via Multi-Dimensional Visual Redundancy.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention RainFusion: Adaptive Video Generation Acceleration via Multi-Dimensional Visual Redundancy

Reference 2

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arxiv_id, observed 2026-05-15T05:19:46.033033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation cc58dfc0-61cf-4cd2-98c6-7226b322cc1b · outbound

This paper cites RainFusion2.0: Temporal-Spatial Awareness and Hardware-Efficient Block-wise Sparse Attention.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention RainFusion2.0: Temporal-Spatial Awareness and Hardware-Efficient Block-wise Sparse Attention

Reference 3

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local_arxiv, observed 2026-05-15T05:19:46.021127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation c509e37d-a7a3-44e1-bc6f-91d1390c36b5 · outbound

This paper cites Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers

Reference 4

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arxiv_id, observed 2026-05-15T05:19:46.210669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:7f8b6b93ad4a813c11b710919c37efdd5ea31745d7055f3aaa083ac941f6fdeb

Observation 0f942716-92ea-4086-92d5-6ea33d4821e7 · outbound

This paper cites Hicache: Training-free acceleration of diffusion models via hermite polynomial-based feature caching.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Hicache: Training-free acceleration of diffusion models via hermite polynomial-based feature caching

Reference 5

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arxiv_id, observed 2026-05-15T05:19:46.105042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:392429bbc30809365c2aa74a77b3336a1caa3bccf93659521fb2ae6b24b0a1ca

Observation bbeff5e7-d11b-4f9a-b60a-00878285cd01 · outbound

This paper cites One Step Diffusion via Shortcut Models.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention One Step Diffusion via Shortcut Models

Reference 6

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arxiv_id, observed 2026-05-15T06:40:55.602339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:d0ebd30c8f3e608120e199513d549559538ce6efa0af0b14d44a841bc7914a6a

Observation eab3b923-3e0c-448a-abf9-77d8fef5ff16 · outbound

This paper cites Blade: Block-sparse attention meets step distillation for efficient video generation.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Blade: Block-sparse attention meets step distillation for efficient video generation

Reference 7

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arxiv_id, observed 2026-05-15T05:19:46.244708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:9542ebc03b7dacd4a22cccea67741f15bf1e97f8148069c0124e40a08a075a95

Observation 9e9f139c-0207-4f6a-aa61-c693729f6209 · outbound

This paper cites Block Sparse Attention.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Block Sparse Attention

Reference 8

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raw_fallback, observed 2026-05-15T05:20:02.792259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:63c16ec6f97beebab3965f22956ff1f28d78f073463e0c7c573049e91fd03c36

Observation a05a9e2c-0df6-4ffe-ba71-fc013b5b6161 · outbound

This paper cites Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 54955872-64ef-4820-82a4-3a30e850d5fa · outbound

This paper cites Vbench: Comprehensive benchmark suite for video generative models.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Vbench: Comprehensive benchmark suite for video generative models

Reference 10

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raw_fallback, observed 2026-05-15T05:20:02.738578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:3f020547dcfb1cc720397aba48824995114f27bae8725f26bd26e5a77ff420fb

Observation c84cd09e-97ad-40ba-8f5e-df9ec6a9a385 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 11

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local_arxiv, observed 2026-05-15T05:19:46.170422Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:d23303119f39ca7fad6b084c4c9ae626f0ca92a6655688c10927e529a7eb8392

Observation e452f0b2-5c7c-4af0-a0c2-3c82c0b25470 · outbound

This paper cites Svdquant: Absorbing outliers by low-rank components for 4-bit diffusion models.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Svdquant: Absorbing outliers by low-rank components for 4-bit diffusion models

Reference 12

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arxiv_id, observed 2026-05-15T05:19:46.113328Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation df394248-2aa0-4557-91f1-cc461be9ec1d · outbound

This paper cites Compact Attention: Exploiting Structured Spatio-Temporal Sparsity for Fast Video Generation.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Compact Attention: Exploiting Structured Spatio-Temporal Sparsity for Fast Video Generation

Reference 13

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arxiv_id, observed 2026-05-15T05:19:46.232730Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:80d60708009c4577feba5174e60881b1e7ed48b3bb6a17fe9d0dca29f7f4dfac

Observation 2fd24dc6-3c88-4237-b074-e9254941e97d · outbound

This paper cites Radial attention:O(nlogn)sparse attention with energy decay for long video generation.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Radial attention:O(nlogn)sparse attention with energy decay for long video generation

Reference 14

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arxiv_id, observed 2026-05-15T05:19:46.152811Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation dbdb1a06-875e-419b-8c88-6fe7dcea4181 · outbound

This paper cites Flow Matching for Generative Modeling.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Flow Matching for Generative Modeling

Reference 15

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local_arxiv, observed 2026-05-15T05:19:46.147144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 61eef461-9111-4bc1-b461-a0feb574bf30 · outbound

This paper cites Timestep embedding tells: It’s time to cache for video diffusion model.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Timestep embedding tells: It’s time to cache for video diffusion model

Reference 16

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raw_fallback, observed 2026-05-15T05:20:02.797649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:cde434e506765842a4477e926ecc6ab12276842ba83c5b878493c82ac836af5c

Observation d6ace888-5403-4a75-bf69-55b34e01551b · outbound

This paper cites FreqCa: Accelerating diffusion models via frequency-aware caching.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention FreqCa: Accelerating diffusion models via frequency-aware caching

Reference 17

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arxiv_id, observed 2026-05-15T05:19:46.088889Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation a09511a3-3f6b-4187-ba58-4d336c2eea11 · outbound

This paper cites From reusing to forecasting: Accelerating diffusion models with taylorseers.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention From reusing to forecasting: Accelerating diffusion models with taylorseers

Reference 18

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source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:40b11369e130112b90430a46001b4411a2f91b5e159d0db9972e52f36eb70687

Observation d1e4637b-065e-43e9-9771-715a409ed7e9 · outbound

This paper cites Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering

Reference 20

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local_arxiv, observed 2026-05-15T05:19:46.175585Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:861b3c59c450b35ee1f7f90dc7748a08fc8d30844c26084c2bd3052fec011905

Observation 658e9d79-8cae-437e-943c-f6038e0cc3e8 · outbound

This paper cites Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

Reference 21

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arxiv_id, observed 2026-05-19T08:02:24.560574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:29ef65056048c3996cd36a8023aaf0d5cbe09902ff65a5daf7c7ac70ddc511d0

Observation 18f6bb47-e0be-4059-8fcc-e4fc53b606dd · outbound

This paper cites Latte: Latent Diffusion Transformer for Video Generation.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Latte: Latent Diffusion Transformer for Video Generation

Reference 22

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local_arxiv, observed 2026-05-15T05:19:46.215743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:da48130f0bb839e122eb280add3ba4f5446f168272d3759a9699244ccb2e4d9c

Observation 721ff330-5963-442f-9299-71b1180b5c33 · outbound

This paper cites Scalable diffusion models with transformers.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Scalable diffusion models with transformers

Reference 23

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raw_fallback, observed 2026-05-15T05:20:02.824845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:dd0c195265015e3c27a907f4286b0a3a8bb04d797fa1bebba9fd4c3d680b90a1

Observation 26f0861a-7bdb-4851-8642-418078fac93c · outbound

This paper cites DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance, May.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance, May

Reference 24

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raw_fallback, observed 2026-05-15T05:20:02.810665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:4f56dfcca27eab746c53465c123d857e635529750b70833ad09996c9bb536ecd

Observation da10acec-124e-4ec7-bb8d-8c6b1dce5c42 · outbound

This paper cites DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 25

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arxiv_id, observed 2026-05-15T05:19:46.144604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:963a757702065370ac0c059d573849c77a22081ab149aa4629174b651b39bf2e

Observation 862327a0-8f4e-4ace-b015-edc4ea5222d7 · outbound

This paper cites LiteAttention: A Temporal Sparse Attention for Diffusion Transformers, November 2025.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention LiteAttention: A Temporal Sparse Attention for Diffusion Transformers, November 2025

Reference 26

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arxiv_id, observed 2026-05-15T05:19:46.231117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:4fda7109614500f521383c287517d9693988ad5441619275fd3cbbf7c16ad6dd

Observation 10afb26b-81fb-4e37-afa0-aa71b95142c9 · outbound

This paper cites Denoising Diffusion Implicit Models.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Denoising Diffusion Implicit Models

Reference 27

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local_arxiv, observed 2026-05-15T05:19:46.208339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:7a11e66bf146d07fcb84dde4f0bfd22a48fbd806c0dde17c6f850bb31c0aa48e

Observation 60167cab-a097-4163-89b2-4f0e032fde56 · outbound

This paper cites AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration, December 2024.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration, December 2024

Reference 28

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raw_fallback, observed 2026-05-15T05:20:02.754362Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:7d13a891b99956eb68f80b4f78a7ee3049360629c6e6880fd21a50d09927fd87

Observation 6486ffaf-aa4e-45eb-93cd-4aedef1bf132 · outbound

This paper cites AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration

Reference 29

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arxiv_id, observed 2026-05-15T05:19:46.138671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:f078fd948ab13fde948138488deede79586292c41587ee66c15afc819cfbdbd4

Observation 4e671aff-5653-4f89-9b52-764cca0b0ec7 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Wan: Open and Advanced Large-Scale Video Generative Models

Reference 30

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local_arxiv, observed 2026-05-15T05:19:46.119617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:e381702bc46360cd6299c7df5fb12135d1b2c910256906cd2af908e119e92df3

Observation d7b5b834-6f07-4d7a-bb5c-1134edbd300f · outbound

This paper cites Objective video quality assessment.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Objective video quality assessment

Reference 31

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raw_fallback, observed 2026-05-15T05:20:02.748570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:a453c659f718350dfc73e171f29e58c1d6065c4020800411c5990d56a75f63b4

Observation d27495e8-da08-4338-9a78-722752446280 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612

Reference 32

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raw_fallback, observed 2026-05-15T05:20:02.780039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:1ed1a8ea908475d7cee5808f8c16ba468872a5501f7615940492e918a6d59c4e

Observation 2a89e8e0-840b-458c-8dce-7c9949e7981f · outbound

This paper cites VMoBA: Mixture-of-Block Attention for Video Diffusion Models.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention VMoBA: Mixture-of-Block Attention for Video Diffusion Models

Reference 33

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arxiv_id, observed 2026-05-15T05:19:46.221326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:ec06307781e1b0217be5e5eab193662dd31c84286a685a008b92d0bd7846d1c2

Observation d59e2c91-5970-4b51-968e-640e80891e36 · outbound

This paper cites USV: Unified Sparsification for Accelerating Video Diffusion Models, December 2025.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention USV: Unified Sparsification for Accelerating Video Diffusion Models, December 2025

Reference 34

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arxiv_id, observed 2026-05-15T05:19:46.164031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:001eb9e6f39e5a50780769d58538d1720b719627568b84b74d6e051f21d505e8

Observation 5f9cecb8-8c3e-4cb4-9cc4-a890597178d1 · outbound

This paper cites Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.250983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:36c4866f4a40755f1e3ca81ab314883d67e1b6c9f8287ad83480a5d15e287ac5

Observation 5ed6ee11-16ad-46eb-aa1a-4c7d97069d4f · outbound

This paper cites Training-free and Adaptive Sparse Attention for Efficient Long Video Generation.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Training-free and Adaptive Sparse Attention for Efficient Long Video Generation

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.226767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:26b049e430c2bb9affca1400554d7e9ec73efd05d4903cf19778dd5965ed4717

Observation 623cd67e-8060-4d46-b423-001d6e104a60 · outbound

This paper cites XAttention: Block Sparse Attention with Antidiagonal Scoring.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention XAttention: Block Sparse Attention with Antidiagonal Scoring

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.238732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:d043e9269bc9c1394d239130ef6b3e9b6e0d878e1499913ac1fad3d5618285c2

Observation 99603888-b9f9-490c-a338-f1a1d674335a · outbound

This paper cites Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-15T05:19:46.256500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:7cf79f85a3ec005083561531d5f898dc664ca981b4cdfb329e2c284f5247607f

Observation 0faa3e05-13a5-4b71-85ec-0f574df9afd7 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-15T05:19:46.221540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:50a283a286bacfece6c084f23d32087e7b19e330df99ae9e405493ecca63ee01

Observation 93f42242-5dee-4763-af56-8058bf47ec9d · outbound

This paper cites Improved distribution matching distillation for fast image synthesis.Advances in neural information processing systems, 37:47455–47487.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Improved distribution matching distillation for fast image synthesis.Advances in neural information processing systems, 37:47455–47487

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:20:02.760604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:aee4e691cde1ed6bcf6ae1d62575d234b270a9fe8e5beaa41c8b59b237979231

Observation 925ad7cf-01e1-42b9-b515-71aa1f40a3da · outbound

This paper cites One-step diffusion with distribution matching distillation.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention One-step diffusion with distribution matching distillation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:20:02.785655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:c80ad99dfa72d02b9b505cd69c35bc0c9762709b8be189e72dbed67ee9a36df8

Observation babf2b9c-baa4-4b49-851d-b0f94569b4e9 · outbound

This paper cites Bidirectional sparse attention for faster video diffusion training.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Bidirectional sparse attention for faster video diffusion training

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.189201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:c7212c7bf08266a37824ac549eb3d29510902900eff3ffe97c50521aa528ae20

Observation 01bdf2e8-9914-4c42-ae1b-1c1b96bad3e1 · outbound

This paper cites Sageattention2: Efficient attention with thorough outlier smoothing and per-thread int4 quantization.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Sageattention2: Efficient attention with thorough outlier smoothing and per-thread int4 quantization

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.077415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:5ba1a81938ffcca7acda8821700a15aa74c05d533b8374b8de849ca8c84383ae

Observation 1c597905-08a4-4732-af8f-ee1f6b75a108 · outbound

This paper cites Sageat- tention: Accurate 8-bit attention for plug-and-play inference acceleration.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Sageat- tention: Accurate 8-bit attention for plug-and-play inference acceleration

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.194635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:777196aebf236f907469fb19c92a093e7036ffce326bd0d6b003b4c2c263195b

Observation cd04a400-090c-4c76-8b98-7ecf6d0b00ee · outbound

This paper cites Gonzalez, Jun Zhu, and Jianfei Chen.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Gonzalez, Jun Zhu, and Jianfei Chen

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.225952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:e0e185d7e365f18fdd0d0de66d8c629f65eb569af76913ff390ede68b0a18a5e

Observation 14709e50-fce9-4cd0-8889-a6ae36bdc05d · outbound

This paper cites Spargeattn: Accurate sparse attention accelerating any model inference.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Spargeattn: Accurate sparse attention accelerating any model inference

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.158176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:290e560bf79dc3fdddbcac222c63a116e349cb9c349088e2ca03f13cd5bbc21a

Observation f6e83383-df29-4aed-9548-8798de478f12 · outbound

This paper cites VSA: Faster Video Diffusion with Trainable Sparse Attention, October 2025.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention VSA: Faster Video Diffusion with Trainable Sparse Attention, October 2025

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.205897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:a2442fbce0dc2464fa80fd18be97bcf6f26cdb8316905e4fe10164082faa2b19

Observation c6a0ec79-3149-4bff-abaf-37fc751b9ef1 · outbound

This paper cites Fast Video Generation with Sliding Tile Attention.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Fast Video Generation with Sliding Tile Attention

Reference 48

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T05:19:46.216546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:0935c601d5f618b17e06793870224616ec17597f5198f69542c3d1563e192c07

Observation 8b3b9ef3-16c1-4fd4-ad7a-bb019713f997 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention The unreasonable effectiveness of deep features as a perceptual metric

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:20:02.767040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:cb840e6214439dc109915eb596769acc06197af05c4521d925d97ee03ff171d8

Observation 6ed679d3-f3c8-438f-8843-1f839aed0472 · outbound

This paper cites Ride the Wave: Precision-Allocated Sparse Attention for Smooth Video Generation.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Ride the Wave: Precision-Allocated Sparse Attention for Smooth Video Generation

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-05-15T05:19:46.261982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:20bdd37739f1f4f3f14af4d63979f61cc889edea9950f630d9e82dbafbefe73b

Observation bd905158-4fbc-40bd-b32a-33c23ae31caa · outbound

This paper cites Training-free efficient video gener- ation via dynamic token carving.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Training-free efficient video gener- ation via dynamic token carving

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.150926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:b27c2736290853f0ac00ec74f5102d4e71c6e64146baf0e4459b8410ba45cb28

Observation 31882355-daf9-4383-8a9c-8c0d513798a1 · outbound

This paper cites ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.183911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:0d710d72dd4903415803d9d887351875b646446356267a5d8c316f60bd055945

Observation 908e6438-6909-4813-a979-f17ceb788497 · outbound

This paper cites PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.176449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:f57d64a2775da2ad615c47840e0360c8f0af482b094c75fa2872e05959cb9b29

Observation 260d6522-0df3-4aeb-9239-1476c8921287 · outbound

This paper cites an unresolved cited work.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-15T05:20:02.829336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:e96d3b3e56a4121ced4ba62b39778ecebb481dd9395619f554d753a9df7a8dc6

Observation 6898b495-f64c-444c-ad3a-1c65745f9c59 · outbound

This paper cites an unresolved cited work.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-15T05:20:02.743495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:064e0f20a47c0306cf59f650db516d30b7e40dcc5d579638d83aa022c8d5b852

Observation 9d0d5437-4d2e-4c64-8ee1-e0b82737552a · outbound

This paper cites Therefore, the additive objective is not an exact decomposition of the full network error.

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention Therefore, the additive objective is not an exact decomposition of the full network error

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T05:20:02.774699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T05:17:48.403406Z digest=sha256:0ef0c8a03d40757e03605c5b9f16fe83c307e50cec15782807c8422c8303d541

Pith citing papers

No inbound Pith citation observations are available.