FlexCache: Flexible Approximate Cache System for Video Diffusion

18 December 2024

Papers citing "FlexCache: Flexible Approximate Cache System for Video Diffusion"

42 / 42 papers shown

Title
ReFrame: Layer Caching for Accelerated Inference in Real-Time Rendering Lufei Liu Tor M. Aamodt 25 0 0 14 Jun 2025
xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism Jiarui Fang Jinzhe Pan Xibo Sun Aoyu Li Jiannan Wang 120 11 0 04 Nov 2024
SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules Suyi Li Lingyun Yang Xiaoxiao Jiang Hanfeng Lu Zhipeng Di ... Tao Lan Guodong Yang Lin Qu Liping Zhang Wei Wang 68 4 0 02 Jul 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching Xinyin Ma Gongfan Fang Michael Bi Mi Xinchao Wang 118 44 0 03 Jun 2024
On the Scalability of Diffusion-based Text-to-Image Generation Hao Li Yang Zou Ying Wang Orchid Majumder Yusheng Xie R. Manmatha Ashwin Swaminathan Zhuowen Tu Stefano Ermon Stefano Soatto 98 23 0 03 Apr 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models Wenhao Wang Yi Yang VGen DiffM 108 38 0 10 Mar 2024
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models Zhekai Zhang Tianle Cai Jiaxin Cao Qinsheng Zhang Han Cai Junjie Bai Yangqing Jia Ming-Yu Liu Kai Li Song Han DiffM 135 54 0 29 Feb 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models Haoxin Chen Yong Zhang Xiaodong Cun Menghan Xia Xintao Wang Chao-Liang Weng Ying Shan VGen DiffM 264 323 0 17 Jan 2024
UMIE: Unified Multimodal Information Extraction with Instruction Tuning Lin Sun Kai Zhang Qingyuan Li Renze Lou 81 14 0 05 Jan 2024
GenTron: Diffusion Transformers for Image and Video Generation Shoufa Chen Mengmeng Xu Jiawei Ren Yuren Cong Sen He Yanping Xie Animesh Sinha Ping Luo Tao Xiang Juan-Manuel Perez-Rua VGen 101 41 0 07 Dec 2023
Cache Me if You Can: Accelerating Diffusion Models through Block Caching Felix Wimbauer Bichen Wu Edgar Schoenfeld Xiaoliang Dai Ji Hou ... Jonas Kohler Christian Rupprecht Zorah Lähner Peter Vajda Jialiang Wang DiffM 105 78 0 06 Dec 2023
VideoBooth: Diffusion-based Video Generation with Image Prompts Yuming Jiang Tianxing Wu Shuai Yang Chenyang Si Dahua Lin Yu Qiao Chen Change Loy Ziwei Liu DiffM VGen 128 74 0 01 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 138 152 0 01 Dec 2023
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models Hyeonho Jeong Geon Yeong Park Jong Chul Ye VGen DiffM 157 60 0 01 Dec 2023
HiDiffusion: Unlocking Higher-Resolution Creativity and Efficiency in Pretrained Diffusion Models Shen Zhang Zhaowei Chen Zhenyu Zhao Yuhao Chen Yao Tang Jiajun Liang 105 8 0 29 Nov 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 345 1,190 0 25 Nov 2023
Prompt Cache: Modular Attention Reuse for Low-Latency Inference In Gim Guojun Chen Seung-seob Lee Nikhil Sarda Anurag Khandelwal Lin Zhong 124 88 0 07 Nov 2023
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling Haonan Qiu Menghan Xia Yong Zhang Yin-Yin He Xintao Wang Ying Shan Ziwei Liu DiffM VGen 101 102 0 23 Oct 2023
DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors Jinbo Xing Menghan Xia Yong Zhang Haoxin Chen Wangbo Yu Hanyuan Liu Xintao Wang Tien-Tsin Wong Ying Shan VGen 128 257 0 18 Oct 2023
Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models Hyeonho Jeong Jong Chul Ye DiffM VGen 99 43 0 02 Oct 2023
Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs Hao Fei Shengqiong Wu Wei Ji Hanwang Zhang Tat-Seng Chua VGen DiffM 92 34 0 26 Aug 2023
AltDiffusion: A Multilingual Text-to-Image Diffusion Model Fulong Ye Guangyi Liu Xinya Wu Ledell Yu Wu VLM 109 29 0 19 Aug 2023
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning Tri Dao LRM 168 1,336 0 17 Jul 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 424 2,462 0 04 Jul 2023
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference Zihao Yu Haoyang Li Fangcheng Fu Xupeng Miao Tengjiao Wang DiffM 95 8 0 27 May 2023
Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation Wenjing Wang Huan Yang Zixi Tuo Huiguo He Sitong Su Jianlong Fu Jiaying Liu DiffM VGen 158 117 0 18 May 2023
Token Merging for Fast Stable Diffusion Daniel Bolya Judy Hoffman 99 113 0 30 Mar 2023
ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground Selection Yongqi An Xu Zhao Tao Yu Haiyun Guo Chaoyang Zhao Ming Tang Jinqiao Wang 77 20 0 26 Mar 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 430 4,197 1 10 Feb 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 198 2,441 0 19 Dec 2022
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 254 616 0 02 Nov 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 162 305 0 26 Oct 2022
Make-A-Video: Text-to-Video Generation without Text-Video Data Uriel Singer Adam Polyak Thomas Hayes Xiaoyue Yin Jie An ... Oron Ashual Oran Gafni Devi Parikh Sonal Gupta Yaniv Taigman DiffM VGen 126 1,440 0 29 Sep 2022
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Tri Dao Daniel Y. Fu Stefano Ermon Atri Rudra Christopher Ré VLM 451 2,299 0 27 May 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 640 15,868 0 20 Dec 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 496 8,017 0 11 May 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,116 0 26 Feb 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 355 7,541 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.1K 18,551 0 19 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 661 42,863 0 03 Dec 2019
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 95 325 0 18 Apr 2018
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 2.1K 77,887 0 18 May 2015