Token Merging for Fast Stable Diffusion

30 March 2023

Papers citing "Token Merging for Fast Stable Diffusion"

23 / 73 papers shown

Title
Conditional computation in neural networks: principles and research trends Simone Scardapane Alessandro Baiocchi Alessio Devoto V. Marsocci Pasquale Minervini Jary Pomponi 34 1 0 12 Mar 2024
ToDo: Token Downsampling for Efficient Generation of High-Resolution Images Ethan Smith Nayan Saxena Aninda Saha DiffM 38 5 0 21 Feb 2024
Object-Centric Diffusion for Efficient Video Editing Kumara Kahatapitiya Adil Karjauv Davide Abati Fatih Porikli Yuki M. Asano A. Habibian VGen 40 12 0 11 Jan 2024
VidToMe: Video Token Merging for Zero-Shot Video Editing Xirui Li Chao Ma Xiaokang Yang Ming-Hsuan Yang DiffM VGen 32 40 0 17 Dec 2023
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference Bartosz Wójcik Alessio Devoto Karol Pustelnik Pasquale Minervini Simone Scardapane 23 5 0 15 Dec 2023
Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models Senmao Li Taihang Hu Fahad Shahbaz Khan Linxuan Li Shiqi Yang Yaxing Wang Ming-Ming Cheng Jian Yang DiffM 34 1 0 15 Dec 2023
Agent Attention: On the Integration of Softmax and Linear Attention Dongchen Han Tianzhu Ye Yizeng Han Zhuofan Xia Siyuan Pan Pengfei Wan Shiji Song Gao Huang 37 74 0 14 Dec 2023
CBQ: Cross-Block Quantization for Large Language Models Xin Ding Xiaoyu Liu Zhijun Tu Yun-feng Zhang Wei Li ... Hanting Chen Yehui Tang Zhiwei Xiong Baoqun Yin Yunhe Wang MQ 36 13 0 13 Dec 2023
Efficient Quantization Strategies for Latent Diffusion Models Yuewei Yang Xiaoliang Dai Jialiang Wang Peizhao Zhang Hongbo Zhang DiffM MQ 24 13 0 09 Dec 2023
FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models Junhyuk So Jungwon Lee Eunhyeok Park DiffM 34 9 0 06 Dec 2023
F3-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis Sitong Su Jianzhi Liu Lianli Gao Jingkuan Song DiffM VGen 25 4 0 06 Dec 2023
Token Fusion: Bridging the Gap between Token Pruning and Token Merging Minchul Kim Shangqian Gao Yen-Chang Hsu Yilin Shen Hongxia Jin 25 30 0 02 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 24 124 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 32 6 0 29 Nov 2023
High-fidelity Person-centric Subject-to-Image Synthesis Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin VGen 28 21 0 17 Nov 2023
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models Jing Liu Ruihao Gong Xiuying Wei Zhiwei Dong Jianfei Cai Bohan Zhuang MQ 28 51 0 12 Oct 2023
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models Yi-Lin Sung Jaehong Yoon Mohit Bansal VLM 23 14 0 04 Oct 2023
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning Chun-Mei Feng Kai Yu Yong Liu Salman Khan W. Zuo VLM 22 78 0 11 Aug 2023
DiffRate : Differentiable Compression Rate for Efficient Vision Transformers Yonghong Tian Wenqi Shao Peng Xu Mingbao Lin Kaipeng Zhang Rongrong Ji Rongrong Ji Yu Qiao Ping Luo ViT 49 44 0 29 May 2023
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference Zihao Yu Haoyang Li Fangcheng Fu Xupeng Miao Bin Cui DiffM 30 8 0 27 May 2023
Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers Hongjie Wang Bhishma Dedhia N. Jha ViT VLM 44 26 0 27 May 2023
Efficient Large-Scale Visual Representation Learning And Evaluation Eden Dolev A. Awad Denisa Roberts Zahra Ebrahimzadeh Marcin Mejran Vaibhav Malpani Mahir Yavuz 40 0 0 22 May 2023
Token Pooling in Vision Transformers D. Marin Jen-Hao Rick Chang Anurag Ranjan Anish K. Prabhu Mohammad Rastegari Oncel Tuzel ViT 76 66 0 08 Oct 2021