FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation

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FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation

26 May 2025

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Papers citing "FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation"

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Title
A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation Jiacheng Liu Xinyu Wang Yuqi Lin Zhikai Wang P. Wang ... Zexuan Yan Zhengyi Shi Chang Zou Yue Ma Linfeng Zhang 287 2 0 22 Oct 2025
Cognitive Load Traces as Symbolic and Visual Accounts of Deep Model Cognition Dong Liu Yanxuan Yu 100 0 0 13 Oct 2025
BWCache: Accelerating Video Diffusion Transformers through Block-Wise Caching Hanshuai Cui Zhiqing Tang Zhifei Xu Zhi Yao Wenyi Zeng Weijia Jia VGen 261 0 0 17 Sep 2025
TinyServe: Query-Aware Cache Selection for Efficient LLM Serving Dong Liu Yanxuan Yu 96 3 0 28 Aug 2025
ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion Xurui Peng Hong Liu Chenqian Yan Rui Ma Fangmin Chen X. Wang Zhihua Wu Songwei Liu Mingbao Lin DiffM 177 1 0 27 Aug 2025
SemToken: Semantic-Aware Tokenization for Efficient Long-Context Language Modeling Dong Liu Yanxuan Yu 128 1 0 21 Aug 2025
QuickMerge++: Fast Token Merging with Autoregressive Prior Dong Liu Yanxuan Yu MoMe VLM 157 1 0 16 Aug 2025
PiKV: KV Cache Management System for Mixture of Experts Dong Liu Yanxuan Yu Ben Lengerich Ying Nian Wu Xuhong Wang MoE 84 3 0 02 Aug 2025
Anomaly Detection and Early Warning Mechanism for Intelligent Monitoring Systems in Multi-Cloud Environments Based on LLM Yihong Jin Ze Yang Juntian Liu Xinhe Xu 166 4 0 09 Jun 2025
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion TransformersComputer Vision and Pattern Recognition (CVPR), 2025 Hui Zhang Tingwei Gao Jie Shao Zuxuan Wu 316 9 0 20 Mar 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High QualityInternational Conference on Learning Representations (ICLR), 2024 Zhengyao Lv Chenyang Si Junhao Song Zhenyu Yang Ping Luo Yu Qiao Kwan-Yee K. Wong VGen DiffM 374 46 0 13 Mar 2025
Real-Time Video Generation with Pyramid Attention BroadcastInternational Conference on Learning Representations (ICLR), 2024 Xuanlei Zhao Xiaolong Jin Kai Wang Yang You VGen DiffM 458 75 0 22 Aug 2024
Latte: Latent Diffusion Transformer for Video Generation Xin Ma Yaohui Wang Gengyun Jia Xinyuan Chen Ziqiang Liu Yuan-Fang Li Cunjian Chen Yu Qiao DiffM VGen 806 415 0 05 Jan 2024