Paper Citation Record · LEDGER

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

As of 10 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 65 inbound Pith citation observations for arXiv:2502.01776.

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

pith.paper-citation-record.v1
2502.01776 v2

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:35:10.707673Z

measured 136 of 136 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 65 of 65 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:45:11.296944Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:49:44.815320Z

Reference resolution

71 of 71 outbound references displayed

verified exact2
verified fuzzy22
unresolved47
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 64c08113-569a-41c4-8077-821c6f92b04d · outbound

This paper cites Vivit: A video vision transformer.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Vivit: A video vision transformer

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:12.052716Z

Source-reported events for the cited work

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Observation 1239322d-3d74-46fa-9bf6-cfec7a595b5e · outbound

This paper cites Efficientvit: Lightweight multi-scale attention for high-resolution dense prediction.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Efficientvit: Lightweight multi-scale attention for high-resolution dense prediction

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:12.038205Z

Source-reported events for the cited work

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Observation 653a7eef-abd8-48d7-b1f9-8ace9835ffeb · outbound

This paper cites Condition-aware neural network for controlled image generation.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Condition-aware neural network for controlled image generation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:12.022339Z

Source-reported events for the cited work

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Observation fbcc3c14-5c10-451d-9f2d-1e0a95cb4718 · outbound

This paper cites Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models

Reference 4

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Source-reported events for the cited work

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Observation 0749b57f-061e-4a4f-a8bb-befaf8380df3 · outbound

This paper cites Pixart-sigma: Weak-to-strong training of diffusion transformer for 4k text-to-image generation.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Pixart-sigma: Weak-to-strong training of diffusion transformer for 4k text-to-image generation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:12.008132Z

Source-reported events for the cited work

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Observation db95ab49-8eaa-4020-b584-c102977fd18f · outbound

This paper cites $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.423423Z

Source-reported events for the cited work

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Observation fbd9c6d6-09b6-40e7-abd3-55df14e4e780 · outbound

This paper cites Rethinking Attention with Performers.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Rethinking Attention with Performers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.428626Z

Source-reported events for the cited work

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Observation bd97d16f-5280-448a-95c4-483678caf532 · outbound

This paper cites Learning fast algorithms for linear transforms using butterfly factorizations.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Learning fast algorithms for linear transforms using butterfly factorizations

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.993960Z

Source-reported events for the cited work

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Observation 56cc4516-3c64-47ca-b8ab-55e24a3e73b7 · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.437142Z

Source-reported events for the cited work

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Observation 7940b615-3791-4aef-a09e-2d3274149306 · outbound

This paper cites J., and Zhang, X.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity J., and Zhang, X

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.979946Z

Source-reported events for the cited work

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Observation be0ce97c-2c41-491f-87e7-df2356fc4d3c · outbound

This paper cites Animatediff: Animate your personalized text-to-image diffusion models without specific tuning.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Animatediff: Animate your personalized text-to-image diffusion models without specific tuning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.965544Z

Source-reported events for the cited work

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Observation 6afc8d7c-dbe0-460f-a695-dfda2b3c5830 · outbound

This paper cites LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models

Reference 12

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Source-reported events for the cited work

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Observation dc75dd23-953d-4e9d-9125-4ea62f6be259 · outbound

This paper cites Denoising diffusion probabilistic models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Denoising diffusion probabilistic models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.455002Z

Source-reported events for the cited work

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Observation 1408dd31-3412-4fdc-9069-4c9d3ddf440a · outbound

This paper cites Cogvideo: Large-scale pretraining for text-to-video generation via transformers.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Cogvideo: Large-scale pretraining for text-to-video generation via transformers

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.942103Z

Source-reported events for the cited work

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Observation c55e4273-df53-4f7a-abfd-85940d5bc0a3 · outbound

This paper cites and Ziou, D.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity and Ziou, D

Reference 15

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Source-reported events for the cited work

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Observation 3ed40a54-c4f0-4168-9c20-bdaac8171774 · outbound

This paper cites VBench: Comprehensive Benchmark Suite for Video Generative Models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity VBench: Comprehensive Benchmark Suite for Video Generative Models

Reference 16

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Source-reported events for the cited work

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Observation cd041ad0-0ee2-45fc-9301-b0f8a83ec79d · outbound

This paper cites MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention

Reference 17

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Source-reported events for the cited work

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Observation 6846e508-5e6c-4ea9-ade7-cb896d39a758 · outbound

This paper cites Transformers are rnns: Fast autoregressive transformers with linear attention.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Transformers are rnns: Fast autoregressive transformers with linear attention

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.476898Z

Source-reported events for the cited work

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Observation 9553d3cd-8ef8-45cf-b906-7b61c4e7a636 · outbound

This paper cites StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation

Reference 19

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Source-reported events for the cited work

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Observation 6a5a9613-e8a3-40f8-add5-05f10e4c8465 · outbound

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

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 20

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Source-reported events for the cited work

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Observation fe4b1987-9a3c-4954-894f-3be11272fa22 · outbound

This paper cites Distrifusion: Distributed parallel inference for high-resolution diffusion models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Distrifusion: Distributed parallel inference for high-resolution diffusion models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.918311Z

Source-reported events for the cited work

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Observation c4ffc882-7c80-4f7d-95c5-d2dc065117b4 · outbound

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

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Svdquant: Absorbing outliers by low-rank components for 4-bit diffusion models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.904119Z

Source-reported events for the cited work

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Observation f90ad5c5-ff4e-46e9-8ec6-50d998706563 · outbound

This paper cites Q-diffusion: Quantizing diffusion models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Q-diffusion: Quantizing diffusion models

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.890408Z

Source-reported events for the cited work

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Observation 2676df55-5473-431b-86d0-a84c9306722c · outbound

This paper cites MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

Reference 24

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Source-reported events for the cited work

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Observation c2213898-ce79-40bb-bfaf-eaf5baf0b235 · outbound

This paper cites Looking Backward: Streaming Video-to-Video Translation with Feature Banks.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Looking Backward: Streaming Video-to-Video Translation with Feature Banks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.507059Z

Source-reported events for the cited work

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Observation 63e184d8-eab0-4bb3-99e9-24c9409942c3 · outbound

This paper cites Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.511735Z

Source-reported events for the cited work

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Observation e184dcdd-2278-4697-a129-9408c1a4d8e9 · outbound

This paper cites World model on million-length video and language with ringattention.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity World model on million-length video and language with ringattention

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.876738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d6041352-3b72-4494-8528-d46cea195395 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 28

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Source-reported events for the cited work

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Observation 942776ef-3b45-44fd-86e9-69083e2659d4 · outbound

This paper cites Instaflow: One step is enough for high-quality diffusion-based text-to-image generation.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Instaflow: One step is enough for high-quality diffusion-based text-to-image generation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.861522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c1227991-1569-420b-97e9-bd172a54664d · outbound

This paper cites Scissorhands: Exploiting the persistence of importance hypothesis for llm kv cache compression at test time.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Scissorhands: Exploiting the persistence of importance hypothesis for llm kv cache compression at test time

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.845703Z

Source-reported events for the cited work

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Observation 5b32ecea-b2ba-45be-a2a9-cef03d838ebe · outbound

This paper cites Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.831483Z

Source-reported events for the cited work

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Observation ad298745-1c44-4ab0-91d5-71e2e9ec3f70 · outbound

This paper cites DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Reference 32

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Observation 918fab8a-0e0d-47fb-a163-864dfb3874a6 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 33

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Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Unresolved cited work

Reference 34

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Observation b4a7a82d-6f0f-45e2-a0f8-77339c8fa532 · outbound

This paper cites Deepcache: Accelerating diffusion models for free.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Deepcache: Accelerating diffusion models for free

Reference 35

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Observation 185ba687-b17e-4c2b-881f-98eee694e6df · outbound

This paper cites SDE dit: Guided image synthesis and editing with stochastic differential equations.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity SDE dit: Guided image synthesis and editing with stochastic differential equations

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.788588Z

Source-reported events for the cited work

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Observation 92a21a64-a7ff-49d6-8bfb-4e1f3bbc59a5 · outbound

This paper cites and Xie, S.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity and Xie, S

Reference 37

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This paper cites LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding

Reference 38

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Source-reported events for the cited work

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Observation 770b6f5a-c98b-4b0e-a26f-ee7c029ed606 · outbound

This paper cites Denoising diffusion implicit models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Denoising diffusion implicit models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.766013Z

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Observation 0c3c93b7-a4c6-4908-9b66-002c2478a4ee · outbound

This paper cites and Ermon, S.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity and Ermon, S

Reference 40

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Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Consistency models

Reference 41

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Source-reported events for the cited work

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Observation 6a3f4b03-3f62-4b49-a654-dd4d3dab1e07 · outbound

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Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity AKVQ-VL: Attention-Aware KV Cache Adaptive 2-Bit Quantization for Vision-Language Models

Reference 42

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Source-reported events for the cited work

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Observation 3c96c00c-118e-4a65-8471-bbc61162ec7e · outbound

This paper cites Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

Reference 43

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Observation c63b42de-c093-4d62-a185-73c12c6a6cd8 · outbound

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Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Unresolved cited work

Reference 44

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Observation c236b263-07e4-4530-9cc3-613dd798d544 · outbound

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

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Wan: Open and Advanced Large-Scale Video Generative Models

Reference 45

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Observation 6b69baac-df58-4fd1-b00e-d9a47541b824 · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Linformer: Self-Attention with Linear Complexity

Reference 46

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Observation 037a8f4d-a0a2-4430-9819-cc354bc684e0 · outbound

This paper cites DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Reference 48

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Source-reported events for the cited work

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Observation a78ba5c5-3977-4caf-8009-47cfb7fdb361 · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Efficient Streaming Language Models with Attention Sinks

Reference 49

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Observation 3935e04b-58fe-40c2-86db-b89a76aca4e2 · outbound

This paper cites SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Reference 50

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Source-reported events for the cited work

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Observation 6312eccf-126e-4ff2-a4b7-7eb7dc470a91 · outbound

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

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity XAttention: Block Sparse Attention with Antidiagonal Scoring

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.617359Z

Source-reported events for the cited work

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Observation 1c1f235a-f392-4caa-9449-c6603fb66594 · outbound

This paper cites TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.621827Z

Source-reported events for the cited work

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Observation 3a65e566-1065-4199-b68d-008a03315795 · outbound

This paper cites Post-Training Sparse Attention with Double Sparsity.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Post-Training Sparse Attention with Double Sparsity

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.626233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 822b0ac8-b241-4f8e-8be1-4ac1770026ea · outbound

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

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.630494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcaabfb5-ae5b-4fa3-a16a-f4a9a216905c · outbound

This paper cites SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-08-09T14:35:11.268172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ad4b3cb-c827-4629-8f5c-1b2efe4464ef · outbound

This paper cites FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.639239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 229bafaa-2b98-4c71-8bb5-c88cbc50d78a · outbound

This paper cites Improved Distribution Matching Distillation for Fast Image Synthesis.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Improved Distribution Matching Distillation for Fast Image Synthesis

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.643588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b8be848-fd81-4c7f-89ef-d97f3b89d370 · outbound

This paper cites T., and Park, T.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity T., and Park, T

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.647847Z

Source-reported events for the cited work

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Observation e26ed329-929d-4fb4-adf1-1ed5d9b74290 · outbound

This paper cites Metaformer is actually what you need for vision.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Metaformer is actually what you need for vision

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.652411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc96d14-e17a-4868-956e-0a68bd083f52 · outbound

This paper cites DiTFastAttn: Attention Compression for Diffusion Transformer Models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity DiTFastAttn: Attention Compression for Diffusion Transformer Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.656633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3185ecba-cee6-43f6-80c2-7203dd6df08d · outbound

This paper cites P., Jampani, V., Sun, D., and Yang, M.-H.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity P., Jampani, V., Sun, D., and Yang, M.-H

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.708764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 30bb9c35-e5b1-4e07-b79f-2aa13f2e0a54 · outbound

This paper cites Sageattention2: Efficient attention with thorough outlier smoothing and per-thread int4 quantization, 2024.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Sageattention2: Efficient attention with thorough outlier smoothing and per-thread int4 quantization, 2024

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.665175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a1a2438-a6e0-474c-9e6d-6e00c78a1d08 · outbound

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

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Sageattention: Accurate 8-bit attention for plug-and-play inference acceleration

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.694887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 085d6e35-f4b5-497e-82e9-d20780ae7208 · outbound

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

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Spargeattn: Accurate sparse attention accelerating any model inference

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.673385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a04e3274-0c66-45f4-933c-13d5e8ea6f21 · outbound

This paper cites A., Shechtman, E., and Wang, O.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity A., Shechtman, E., and Wang, O

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.677519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fe945a9-7ec6-4800-a241-5125d9efe6a1 · outbound

This paper cites H2o: Heavy-hitter oracle for efficient generative inference of large language models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity H2o: Heavy-hitter oracle for efficient generative inference of large language models

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.672309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b0c288f-7d89-415b-8072-19cf2c1705af · outbound

This paper cites H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.685957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54927b3-bdd1-42a5-85cc-fb8b08cd906d · outbound

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

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.690473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab7559ef-dab5-4f84-a086-e5305e5ff3ba · outbound

This paper cites Real-Time Video Generation with Pyramid Attention Broadcast.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Real-Time Video Generation with Pyramid Attention Broadcast

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.694822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d96f1682-3934-4707-8d63-810069de4605 · outbound

This paper cites Atom: Low-bit quantization for efficient and accurate llm serving.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Atom: Low-bit quantization for efficient and accurate llm serving

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:35:11.657809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f3da14a-5d25-4838-8f36-a5e354cf739e · outbound

This paper cites PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-08-09T14:35:10.761998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b89fd62-6c36-4fd9-9b24-3cb4be2f45c9 · outbound

This paper cites write newline.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity write newline

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.707673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 28a836d7-a604-44bd-b446-d255f7676526 · inbound

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

RainFusion: Adaptive Video Generation Acceleration via Multi-Dimensional Visual Redundancy Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:11.296944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e310da7f-e507-47da-9b95-4f8ec4dc6b43 · inbound

SageAttention2++: A More Efficient Implementation of SageAttention2 cites this paper.

SageAttention2++: A More Efficient Implementation of SageAttention2 Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T13:44:50.914597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7e096eb-6989-47c4-b97d-ae330f0af6cf · inbound

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

Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:17.692975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8888815c-1f7c-436d-bf57-7b8b239f0207 · inbound

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation cites this paper.

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:09.579398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8e8662-d508-44ac-99ac-8055f127d9e2 · inbound

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas cites this paper.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:58.832753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb3176f0-b26e-4050-811a-2033d5ee0502 · inbound

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

PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T23:51:05.488394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 717e076e-05f6-4bc1-a421-d25a846e2616 · inbound

TurboVSR: Fantastic Video Upscalers and Where to Find Them cites this paper.

TurboVSR: Fantastic Video Upscalers and Where to Find Them Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:37.039836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf59e288-1278-4493-969b-8c959b7228cc · inbound

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

VMoBA: Mixture-of-Block Attention for Video Diffusion Models Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:34:05.295827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e63883-ca03-4026-8c47-1279fea49fa5 · inbound

FreeLong++: Training-Free Long Video Generation via Multi-band SpectralFusion cites this paper.

FreeLong++: Training-Free Long Video Generation via Multi-band SpectralFusion Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T21:28:21.806986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 488f357b-a0cb-44cb-a952-f1d1a14d6909 · inbound

NABLA: Neighborhood Adaptive Block-Level Attention cites this paper.

NABLA: Neighborhood Adaptive Block-Level Attention Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:26:45.392305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12b00058-715c-45e1-8ef1-64774960aa2a · inbound

Waver: Wave Your Way to Lifelike Video Generation cites this paper.

Waver: Wave Your Way to Lifelike Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:18.378641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ffb7943-4b97-4d80-80f5-79b3fd6fc82c · inbound

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models cites this paper.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T17:42:59.370738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c6e77e-7b67-44f3-8d44-0d7380e0be90 · inbound

FG-Attn: Leveraging Fine-Grained Sparse Attention in Video Diffusion Models cites this paper.

FG-Attn: Leveraging Fine-Grained Sparse Attention in Video Diffusion Models Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T16:07:02.071295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f5d2aef-9f1a-4560-b2ab-e7ddb075913f · inbound

Towards Redundancy Reduction in Diffusion Models for Efficient Video Super-Resolution cites this paper.

Towards Redundancy Reduction in Diffusion Models for Efficient Video Super-Resolution Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T11:51:20.342942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc7f59fe-43c7-43d8-aebd-faa67ca10143 · inbound

UltraImageGen: Efficient Ultra-High-Resolution Image Generation with Hierarchical Local Attention cites this paper.

UltraImageGen: Efficient Ultra-High-Resolution Image Generation with Hierarchical Local Attention Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:20:07.411349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29858386-6753-4d0a-b7d9-e4e9a1103b10 · inbound

Timeripple: Accelerating vDiTs by Understanding the Spatio-Temporal Correlations in Latent Space cites this paper.

Timeripple: Accelerating vDiTs by Understanding the Spatio-Temporal Correlations in Latent Space Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T22:12:45.435647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0d5553-bf7c-4ced-bdb5-657b68c2f09f · inbound

End-to-End Training for Autoregressive Video Diffusion via Self-Resampling cites this paper.

End-to-End Training for Autoregressive Video Diffusion via Self-Resampling Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-03T15:46:12.720965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ebcfb7-2543-4843-82e6-59217e08f0c9 · inbound

Trainable Log-linear Sparse Attention for Efficient Diffusion Transformers cites this paper.

Trainable Log-linear Sparse Attention for Efficient Diffusion Transformers Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T15:35:16.759708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40e70530-067d-413c-9cb8-5e8c17ed031b · inbound

TinyHistory: Lightweight Video History Embeddings via Two-Stage Context Learning cites this paper.

TinyHistory: Lightweight Video History Embeddings via Two-Stage Context Learning Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T13:35:50.008026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caa6157e-9703-4170-913b-e912246b9dfc · inbound

SnapGen++: Unleashing Diffusion Transformers for Efficient High-Fidelity Image Generation on Edge Devices cites this paper.

SnapGen++: Unleashing Diffusion Transformers for Efficient High-Fidelity Image Generation on Edge Devices Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-03T10:56:16.020021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b351ad-57de-4fe1-ae9d-5270f8adcd29 · inbound

Transition Matching Distillation for Fast Video Generation cites this paper.

Transition Matching Distillation for Fast Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T10:35:06.618716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12119fda-2811-4a23-a6ff-7627ad1cdcea · inbound

Mixture of Distributions Matters: Dynamic Sparse Attention for Efficient Video Diffusion Transformers cites this paper.

Mixture of Distributions Matters: Dynamic Sparse Attention for Efficient Video Diffusion Transformers Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T10:37:47.346990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c64972-fb6b-44b8-9633-1f12f4bcbe5d · inbound

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation cites this paper.

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:32:01.847359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b50e13c0-b11d-4195-a62f-4b639e46a6ed · inbound

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation cites this paper.

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-22T11:51:29.979301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fbebeb35-b960-4f6f-bae0-f6c268a5e08d · inbound

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation cites this paper.

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T05:30:28.604102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b14e174c-2216-42b4-9311-00c1c05a1efa · inbound

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization cites this paper.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.646845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bd3b27e8-69d2-4be7-8ddd-69213ce2fd4c · inbound

Light Forcing: Accelerating Autoregressive Video Diffusion via Sparse Attention cites this paper.

Light Forcing: Accelerating Autoregressive Video Diffusion via Sparse Attention Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T04:33:11.377277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e0fb8c7-50a5-40f6-a6dd-35b2376f3d78 · inbound

Light Forcing: Accelerating Autoregressive Video Diffusion via Sparse Attention cites this paper.

Light Forcing: Accelerating Autoregressive Video Diffusion via Sparse Attention Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T00:38:17.262351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecaa71af-89a8-40c4-a854-a7c060b3b420 · inbound

S2O: Early Stopping for Sparse Attention via Online Permutation cites this paper.

S2O: Early Stopping for Sparse Attention via Online Permutation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:36:32.881938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 237d2c6b-f340-43d5-94ce-b73109df66cc · inbound

Video Compression Meets Video Generation: Latent Inter-Frame Pruning with Attention Recovery cites this paper.

Video Compression Meets Video Generation: Latent Inter-Frame Pruning with Attention Recovery Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-15T16:06:14.412858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 033b80b0-a7a8-4f85-8da4-f7a1b3b8e1b0 · inbound

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

Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:59:53.189960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e6c0224-9558-48ca-bf5d-0bd1bc36ccfb · inbound

SURF: Signature-Retained Fast Video Generation cites this paper.

SURF: Signature-Retained Fast Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-21T18:14:17.576394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fd7d2427-4387-4476-b61f-0a66bdd30ead · inbound

Long-Horizon Streaming Video Generation via Hybrid Attention with Decoupled Distillation cites this paper.

Long-Horizon Streaming Video Generation via Hybrid Attention with Decoupled Distillation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:11:10.460354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f8708ad2-5f18-43fa-ba59-6d9c95b2a0ec · inbound

Efficient Video Diffusion Models: Advancements and Challenges cites this paper.

Efficient Video Diffusion Models: Advancements and Challenges Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 152

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:03:25.714069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f685719a-ab53-4a16-b658-985b3581a6d3 · inbound

Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation cites this paper.

Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:35:19.138279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15acc78b-a1d9-4421-9b00-e34d473a2ca2 · inbound

AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation cites this paper.

AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:43:49.671215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 86555e28-e483-46d4-9c50-672909cb7cf1 · inbound

DynamicRad: Content-Adaptive Sparse Attention for Long Video Diffusion cites this paper.

DynamicRad: Content-Adaptive Sparse Attention for Long Video Diffusion Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:36:07.908341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 65b90f58-c4ac-4e88-bdd1-7390145cb356 · inbound

CoReDiT: Spatial Coherence-Guided Token Pruning and Reconstruction for Efficient Diffusion Transformers cites this paper.

CoReDiT: Spatial Coherence-Guided Token Pruning and Reconstruction for Efficient Diffusion Transformers Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-15T04:49:44.342655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention cites this paper.

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 2026-08-09T06:31:02.800959+00:00.

Observation ed1dc2ec-a890-4357-8866-461fcf7ce513 · inbound

SparseSAM: Structured Sparsification of Activations in Segment Anything Models cites this paper.

SparseSAM: Structured Sparsification of Activations in Segment Anything Models Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:48:19.746267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 64e07104-0506-4a3f-8e73-5dabbc86bf40 · inbound

DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation cites this paper.

DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:45:20.097693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 33bf7c9d-bf25-473a-bfa4-4579457705b9 · inbound

DiSC: Resolution-Scalable Acceleration of Diffusion Models by Exploiting Sparsity and Cached Token Reuse with Hash-based Distribution cites this paper.

DiSC: Resolution-Scalable Acceleration of Diffusion Models by Exploiting Sparsity and Cached Token Reuse with Hash-based Distribution Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:33:53.916733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 282da279-6c72-4d83-8773-c6ced65095f5 · inbound

RT-Lynx: Putting the GEMM Sparsity In a Right Way for Diffusion Models cites this paper.

RT-Lynx: Putting the GEMM Sparsity In a Right Way for Diffusion Models Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:43:54.747044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d4b1cc71-f3b3-44e6-b793-4447d2ac072f · inbound

OSP-Next: Efficient High-Quality Video Generation with Sparse Sequence Parallelism, HiF8 Quantization, and Reinforcement Learning cites this paper.

OSP-Next: Efficient High-Quality Video Generation with Sparse Sequence Parallelism, HiF8 Quantization, and Reinforcement Learning Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:13:27.533279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 99cdccd7-71f1-408e-a760-0cf1e75ddf3f · inbound

Veda: Scalable Video Diffusion via Distilled Sparse Attention cites this paper.

Veda: Scalable Video Diffusion via Distilled Sparse Attention Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.720126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f6732574-dd6f-4a64-91b2-1727272b69f0 · inbound

LVSA: Training-Free Sparse Attention for Long Video Diffusion cites this paper.

LVSA: Training-Free Sparse Attention for Long Video Diffusion Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:45.076275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79586b40-ad51-4cad-9c63-c8ea058d3fc4 · inbound

Light Interaction: Training-Free Inference Acceleration for Interactive Video World Models cites this paper.

Light Interaction: Training-Free Inference Acceleration for Interactive Video World Models Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:26:00.145516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e67f4da-b947-4130-a9e0-0ed777b9f8bf · inbound

RhymeFlow: Training-Free Acceleration for Video Generation with Asynchronous Denoising Flow Scheduling cites this paper.

RhymeFlow: Training-Free Acceleration for Video Generation with Asynchronous Denoising Flow Scheduling Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:26:56.724770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 800a0f5a-6871-4465-85f9-71a6ab88187a · inbound

ScalingAttention: Discovering Intrinsic Sparse Attention Topology for Video Diffusion Transformers cites this paper.

ScalingAttention: Discovering Intrinsic Sparse Attention Topology for Video Diffusion Transformers Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T09:49:44.816794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f30539c6-8789-4c39-9d06-b6a6890d702e · inbound

Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation cites this paper.

Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:49:41.596153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9e76f868-216d-4563-a5d4-88eeb61ebbbe · inbound

EcoVideo: Entropy-Orchestrated Video Generation Paradigm in Cloud-Edge Dynamics cites this paper.

EcoVideo: Entropy-Orchestrated Video Generation Paradigm in Cloud-Edge Dynamics Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:14:22.140642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34383717-cb27-4789-97c3-20285c38ae0c · inbound

SyncCache: Exploiting Asymmetric Dynamics for Fast Audio-Driven Portrait Animation cites this paper.

SyncCache: Exploiting Asymmetric Dynamics for Fast Audio-Driven Portrait Animation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:45:40.316344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7acff67a-d000-43a3-9681-d355d9067ea5 · inbound

SAF3R: Dynamic Sparse Attention for Feed-Forward 3D Reconstruction Transformers cites this paper.

SAF3R: Dynamic Sparse Attention for Feed-Forward 3D Reconstruction Transformers Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T01:12:13.747675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3480828d-6d6b-4a0e-a372-973e60cbff29 · inbound

Controlling Motion Transfer in Diffusion Transformers via Attention Heads cites this paper.

Controlling Motion Transfer in Diffusion Transformers via Attention Heads Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-14T07:11:45.493916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25f0dc1f-cc73-47b9-9044-a0c35f4a2caa · inbound

ACID: Adaptive Caching for vIDeo generation cites this paper.

ACID: Adaptive Caching for vIDeo generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T06:40:16.756592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85664d8c-dcf4-4452-92cc-75a0efeaaac4 · inbound

Kaleido: Algorithm-Hardware Co-Design for Video Diffusion Transformers by Exploiting Latent Space Correlations cites this paper.

Kaleido: Algorithm-Hardware Co-Design for Video Diffusion Transformers by Exploiting Latent Space Correlations Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T03:51:52.201118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96c6444f-561d-4539-8dc0-c48ba40df209 · inbound

DiTango: Cost-Effective Parallel Diffusion Generation with Selective Attention State Reuse cites this paper.

DiTango: Cost-Effective Parallel Diffusion Generation with Selective Attention State Reuse Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T22:45:28.423325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71237a44-5ff7-43b0-90c8-cd58819ff435 · inbound

Surprise Forcing: What to Remember, When to Skip in Long Video Generation cites this paper.

Surprise Forcing: What to Remember, When to Skip in Long Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T15:29:45.954883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9653e097-2e9c-4e36-a90a-2cbb82949270 · inbound

SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation cites this paper.

SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T07:09:08.982968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4b9599c-978b-4803-9284-d698d4c5d12c · inbound

MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models cites this paper.

MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-02T11:58:30.811138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f33261d-732d-49fe-878b-39018db1bfa9 · inbound

Chimera: Designing and Chinchilla-Scaling Hybrid Visual Diffusion Transformers cites this paper.

Chimera: Designing and Chinchilla-Scaling Hybrid Visual Diffusion Transformers Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 89

Resolution: unresolved; no resolver link, observed 2026-07-31T02:16:08.242540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0991f63-ee9f-4291-9d57-b0a7d8a4bdf9 · inbound

EchoCache: Energy-Guided Cross-Modal Caching for Efficient Audio-Driven Video Generation cites this paper.

EchoCache: Energy-Guided Cross-Modal Caching for Efficient Audio-Driven Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T06:45:49.417885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50cf944d-afd2-459c-8591-a4feb3e27e20 · inbound

Token Radius Attention for Efficient Video Generation cites this paper.

Token Radius Attention for Efficient Video Generation Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-04T06:03:07.185566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb1c392-37b1-432d-936b-09a318b8a644 · inbound

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference cites this paper.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.013151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f7f4991-0c42-4061-b600-9f7b66cdf7cf · inbound

ContextMaster: Interactive Multi-Shot Video Creation via Fixed-Budget Sparse Context Routing cites this paper.

ContextMaster: Interactive Multi-Shot Video Creation via Fixed-Budget Sparse Context Routing Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T13:04:14.205005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.