Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xi, Haocheng, Yang, Shuo, Zhao, Yilong, Xu, Chenfeng, Li, Muyang, Li, Xiuyu, Lin, Yujun, Cai, Han, Zhang, Jintao, Li, Dacheng, Chen, Jianfei, Stoica, Ion, Keutzer, Kurt, Han, Song
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
by: Yang, Shuo, et al.
Published: (2025)

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization
by: Xi, Haocheng, et al.
Published: (2026)

Flash-KMeans: Fast and Memory-Efficient Exact K-Means
by: Yang, Shuo, et al.
Published: (2026)

DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder
by: Chen, Junyu, et al.
Published: (2025)

Radial Attention: $O(n\log n)$ Sparse Attention with Energy Decay for Long Video Generation
by: Li, Xingyang, et al.
Published: (2025)

SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity
by: Khaki, Samir, et al.
Published: (2025)

SVG-EAR: Parameter-Free Linear Compensation for Sparse Video Generation via Error-aware Routing
by: Zhou, Xuanyi, et al.
Published: (2026)

StreamDiffusionV2: A Streaming System for Dynamic and Interactive Video Generation
by: Feng, Tianrui, et al.
Published: (2025)

VideoGen-Eval: Agent-based System for Video Generation Evaluation
by: Yang, Yuhang, et al.
Published: (2025)

SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention
by: Zhang, Jintao, et al.
Published: (2025)

S*: Test Time Scaling for Code Generation
by: Li, Dacheng, et al.
Published: (2025)

Jet-RL: Enabling On-Policy FP8 Reinforcement Learning with Unified Training and Rollout Precision Flow
by: Xi, Haocheng, et al.
Published: (2026)

Post-Training Sparse Attention with Double Sparsity
by: Yang, Shuo, et al.
Published: (2024)

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times
by: Zhang, Jintao, et al.
Published: (2025)

COAT: Compressing Optimizer states and Activation for Memory-Efficient FP8 Training
by: Xi, Haocheng, et al.
Published: (2024)

Looking Backward: Streaming Video-to-Video Translation with Feature Banks
by: Liang, Feng, et al.
Published: (2024)

DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space
by: He, Wenkun, et al.
Published: (2025)

STORM: Token-Efficient Long Video Understanding for Multimodal LLMs
by: Jiang, Jindong, et al.
Published: (2025)

Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
by: Li, Yiheng, et al.
Published: (2024)

SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference
by: Zhang, Jintao, et al.
Published: (2025)

Segment Any Motion in Videos
by: Huang, Nan, et al.
Published: (2025)

Improved Immiscible Diffusion: Accelerate Diffusion Training by Reducing Its Miscibility
by: Li, Yiheng, et al.
Published: (2025)

VideoGen-of-Thought: Step-by-step generating multi-shot video with minimal manual intervention
by: Zheng, Mingzhe, et al.
Published: (2025)

VideoGen-of-Thought: Step-by-step generating multi-shot video with minimal manual intervention
by: Zheng, Mingzhe, et al.
Published: (2024)

Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile
by: Ding, Hangliang, et al.
Published: (2025)

Sparse Refinement for Efficient High-Resolution Semantic Segmentation
by: Liu, Zhijian, et al.
Published: (2024)

Compact Attention: Exploiting Structured Spatio-Temporal Sparsity for Fast Video Generation
by: Li, Qirui, et al.
Published: (2025)

SqueezeLLM: Dense-and-Sparse Quantization
by: Kim, Sehoon, et al.
Published: (2023)

Magic-Me: Identity-Specific Video Customized Diffusion
by: Ma, Ze, et al.
Published: (2024)

WorldModelBench: Judging Video Generation Models As World Models
by: Li, Dacheng, et al.
Published: (2025)

HashAttention: Semantic Sparsity for Faster Inference
by: Desai, Aditya, et al.
Published: (2024)

VSA: Faster Video Diffusion with Trainable Sparse Attention
by: Zhang, Peiyuan, et al.
Published: (2025)

Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning
by: Lin, Chaofan, et al.
Published: (2025)

S-LoRA: Serving Thousands of Concurrent LoRA Adapters
by: Sheng, Ying, et al.
Published: (2023)

LoSA: Locality Aware Sparse Attention for Block-Wise Diffusion Language Models
by: Xi, Haocheng, et al.
Published: (2026)

SLA2: Sparse-Linear Attention with Learnable Routing and QAT
by: Zhang, Jintao, et al.
Published: (2026)

MPC-Minimized Secure LLM Inference
by: Rathee, Deevashwer, et al.
Published: (2024)

DynamicRad: Content-Adaptive Sparse Attention for Long Video Diffusion
by: Long, Yongji, et al.
Published: (2026)

Some Present-Day Problems of Romanian Library Science
by: Stoica, Ion
Published: (1973)

The Central University Library, Bucharest. Over Seventy-five Years in the History of a Collection
by: Stoica, Ion
Published: (1972)