DeepCache: Accelerating Diffusion Models for Free

1 December 2023

Papers citing "DeepCache: Accelerating Diffusion Models for Free"

45 / 95 papers shown

Title
Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond Hong Chen Xin Wang Yuwei Zhou Bin Huang Yipeng Zhang Wei Feng Houlun Chen Zeyang Zhang Siao Tang Wenwu Zhu DiffM 47 7 0 23 Sep 2024
LinFusion: 1 GPU, 1 Minute, 16K Image Songhua Liu Weihao Yu Zhenxiong Tan Xinchao Wang 43 11 0 03 Sep 2024
TrajWeaver: Trajectory Recovery with State Propagation Diffusion Model Jinming Wang Hai Wang Hongkai Wen Geyong Min Man Luo 32 0 0 01 Sep 2024
Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization Vage Egiazarian Denis Kuznedelev Anton Voronov Ruslan Svirschevski Michael Goin Daniil Pavlov Dan Alistarh Dmitry Baranchuk MQ 31 0 0 31 Aug 2024
Real-Time Video Generation with Pyramid Attention Broadcast Xuanlei Zhao Xiaolong Jin Kai Wang Yang You VGen DiffM 69 31 0 22 Aug 2024
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao DiffM MQ 49 0 0 28 Jul 2024
SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow Yuanzhi Zhu Xingchao Liu Qiang Liu 41 9 0 17 Jul 2024
Gated Temporal Diffusion for Stochastic Long-Term Dense Anticipation Olga Zatsarynna Emad Bahrami Yazan Abu Farha Gianpiero Francesca Juergen Gall 28 1 0 16 Jul 2024
LiteFocus: Accelerated Diffusion Inference for Long Audio Synthesis Zhenxiong Tan Xinyin Ma Gongfan Fang Xinchao Wang 33 3 0 15 Jul 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 29 2 0 02 Jul 2024
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration Pratheba Selvaraju Tianyu Ding Tianyi Chen Ilya Zharkov Luming Liang 34 20 0 01 Jul 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh Reza Shirkavand Shangqian Gao Heng Huang DiffM VLM 43 4 0 17 Jun 2024
Improving Adversarial Robustness via Feature Pattern Consistency Constraint Jiacong Hu Jingwen Ye Zunlei Feng Jiazhen Yang Shunyu Liu Xiaotian Yu Lingxiang Jia Mingli Song AAML 31 2 0 13 Jun 2024
DiTFastAttn: Attention Compression for Diffusion Transformer Models Zhihang Yuan Pu Lu Hanling Zhang Xuefei Ning Linfeng Zhang Tianchen Zhao Shengen Yan Guohao Dai Yu Wang 38 20 0 12 Jun 2024
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising Zigeng Chen Xinyin Ma Gongfan Fang Zhenxiong Tan Xinchao Wang 39 7 0 11 Jun 2024
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation Yuanhao Zhai Kevin Lin Zhengyuan Yang Linjie Li Jianfeng Wang Chung-Ching Lin David Doermann Junsong Yuan Lijuan Wang VGen DiffM 33 9 0 11 Jun 2024
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation Tianchen Zhao Tongcheng Fang Haofeng Huang Enshu Liu Widyadewi Soedarmadji ... Shengen Yan Huazhong Yang Xuefei Ning Xuefei Ning Yu Wang MQ VGen 97 22 0 04 Jun 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching Xinyin Ma Gongfan Fang Michael Bi Mi Xinchao Wang 53 30 0 03 Jun 2024
$Δ$ -DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers Pengtao Chen Mingzhu Shen Peng Ye Jianjian Cao Chongjun Tu C. Bouganis Yiren Zhao Tao Chen 53 26 0 03 Jun 2024
Looking Backward: Streaming Video-to-Video Translation with Feature Banks Feng Liang Akio Kodaira Chenfeng Xu M. Tomizuka Kurt Keutzer Diana Marculescu DiffM VGen 70 7 0 24 May 2024
Frame Interpolation with Consecutive Brownian Bridge Diffusion Zonglin Lyu Ming Li Jianbo Jiao C. L. P. Chen DiffM 32 4 0 09 May 2024
Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond Zheng Zhu Xiaofeng Wang Wangbo Zhao Chen Min Nianchen Deng ... Dawei Zhao Liang Xiao Jian-jun Zhao Jiwen Lu Guan Huang VGen LM&Ro 79 36 0 06 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 26 1 0 01 May 2024
CONTUNER: Singing Voice Beautifying with Pitch and Expressiveness Condition Jianzong Wang Pengcheng Li Xulong Zhang Ning Cheng Jing Xiao 26 0 0 30 Apr 2024
LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models Dingkun Zhang Sijia Li Chen Chen Qingsong Xie H. Lu 39 22 0 17 Apr 2024
MindBridge: A Cross-Subject Brain Decoding Framework Shizun Wang Songhua Liu Zhenxiong Tan Xinchao Wang AI4CE 48 24 0 11 Apr 2024
Hash3D: Training-free Acceleration for 3D Generation Xingyi Yang Xinchao Wang 3DGS 31 10 0 09 Apr 2024
Faster Diffusion via Temporal Attention Decomposition Haozhe Liu Wentian Zhang Jinheng Xie Francesco Faccio Mengmeng Xu Tao Xiang Mike Zheng Shou Juan-Manuel Perez-Rua Jürgen Schmidhuber DiffM 67 19 0 03 Apr 2024
Invertible Diffusion Models for Compressed Sensing Bin Chen Zhenyu Zhang Weiqi Li Chen Zhao Jiwen Yu Shijie Zhao Jie Chen Jian Andrew Zhang DiffM 41 5 0 25 Mar 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images Chaoqin Huang Aofan Jiang Jinghao Feng Ya-Qin Zhang Xinchao Wang Yanfeng Wang MedIm 35 25 0 19 Mar 2024
sVAD: A Robust, Low-Power, and Light-Weight Voice Activity Detection with Spiking Neural Networks Qu Yang Qianhui Liu Nan Li Meng Ge Zeyang Song Haizhou Li 32 5 0 09 Mar 2024
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching Zizheng Pan Bohan Zhuang De-An Huang Weili Nie Zhiding Yu Chaowei Xiao Jianfei Cai A. Anandkumar 28 17 0 21 Feb 2024
Gradient weighting for speaker verification in extremely low Signal-to-Noise Ratio Yi Ma Kong Aik Lee Ville Hautamaki Meng Ge Haizhou Li 14 0 0 05 Jan 2024
Mutual-modality Adversarial Attack with Semantic Perturbation Jingwen Ye Ruonan Yu Songhua Liu Xinchao Wang AAML 24 9 0 20 Dec 2023
FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models Junhyuk So Jungwon Lee Eunhyeok Park DiffM 26 9 0 06 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 29 6 0 29 Nov 2023
AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration Lijiang Li Huixia Li Xiawu Zheng Jie Wu Xuefeng Xiao Rui Wang Min Zheng Xin Pan Fei Chao R. Ji 77 35 0 19 Sep 2023
TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling Shimin Zhang Qu Yang Chenxiang Ma Jibin Wu Haizhou Li Kay Chen Tan 22 16 0 25 Aug 2023
VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation Zhengxiong Luo Dayou Chen Yingya Zhang Yan Huang Liangsheng Wang Yujun Shen Deli Zhao Jinren Zhou Tien-Ping Tan DiffM VGen 132 215 0 15 Mar 2023
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 171 772 0 27 May 2022
Accelerating Diffusion Models via Early Stop of the Diffusion Process Zhaoyang Lyu Xu Xudong Ceyuan Yang Dahua Lin Bo Dai DiffM 193 92 0 25 May 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 774 0 27 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 325 1,584 0 10 Nov 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 175 719 0 02 Mar 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 232 75,445 0 18 May 2015