Title
Understanding Attention Mechanism in Video Diffusion Models Bingyan Liu Chengyu Wang Tongtong Su Huan Ten Jun Huang K. Guo Kui Jia VGen 64 0 0 16 Apr 2025
Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model Qi Mao L. Chen Yuchao Gu Mike Zheng Shou Ming-Hsuan Yang DiffM 39 0 0 08 Apr 2025
ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer Jiayi Gao Zijin Yin Changcheng Hua Yuxin Peng Kongming Liang Zhanyu Ma J. Guo Yang Liu VGen DiffM 36 0 0 03 Apr 2025
FiVE: A Fine-grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models Minghan Li C. Xie Y. Wu Lei Zhang M. Wang DiffM VGen 52 0 0 17 Mar 2025
Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction Haonan Wang Qixiang Zhang Lehan Wang Xuanqi Huang Xiaomeng Li VOS VGen 57 0 0 14 Mar 2025
DIVE: Taming DINO for Subject-Driven Video Editing Yi Huang Wei Xiong He Zhang Chaoqi Chen Jianzhuang Liu Mingfu Yan Shifeng Chen VGen DiffM 76 0 0 04 Dec 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun J. Liu H. Shen Xiaofeng Zhu Ping Hu VLM 43 4 0 07 Oct 2024
DNI: Dilutional Noise Initialization for Diffusion Video Editing Sunjae Yoon Gwanhyeong Koo Ji Woo Hong Chang D. Yoo DiffM 31 2 0 19 Sep 2024
K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences Zhikai Li Xuewen Liu Dongrong Fu Jianquan Li Qingyi Gu Kurt Keutzer Zhen Dong EGVM VGen DiffM 81 1 0 26 Aug 2024
E-Bench: Subjective-Aligned Benchmark Suite for Text-Driven Video Editing Quality Assessment Shangkun Sun Xiaoyu Liang S. Fan Wenxu Gao Wei-Nan Gao DiffM 50 0 0 21 Aug 2024
Segment Anything for Videos: A Systematic Survey Chunhui Zhang Yawen Cui Weilin Lin Guanjie Huang Yan Rong Li Liu Shiguang Shan VLM 39 6 0 31 Jul 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 55 22 0 26 Jun 2024
FRAG: Frequency Adapting Group for Diffusion Video Editing Sunjae Yoon Gwanhyeong Koo Geonwoo Kim Chang D. Yoo DiffM 37 5 0 10 Jun 2024
Enhancing Temporal Consistency in Video Editing by Reconstructing Videos with 3D Gaussian Splatting Inkyu Shin Qihang Yu Xiaohui Shen In So Kweon KuK-Jin Yoon Liang-Chieh Chen VGen DiffM 66 1 0 04 Jun 2024
I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models Wenqi Ouyang Yi Dong Lei Yang Jianlou Si Xingang Pan VGen DiffM 37 11 0 26 May 2024
Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices Nathaniel Cohen Vladimir Kulikov Matan Kleiner Inbar Huberman-Spiegelglas T. Michaeli VGen DiffM 30 15 0 20 May 2024
Video Editing via Factorized Diffusion Distillation Uriel Singer Amit Zohar Yuval Kirstain Shelly Sheynin Adam Polyak Devi Parikh Yaniv Taigman DiffM VGen 33 12 0 14 Mar 2024
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing Youyuan Zhang Xuan Ju James J. Clark VGen DiffM 32 6 0 10 Mar 2024
Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models Yixuan Ren Yang Zhou Jimei Yang Jing Shi Difan Liu Feng Liu Mingi Kwon Abhinav Shrivastava DiffM VGen 94 34 0 22 Feb 2024
Magic-Me: Identity-Specific Video Customized Diffusion Ze Ma Daquan Zhou Chun-Hsiao Yeh Xue-She Wang Xiuyu Li Huanrui Yang Zhen Dong Kurt Keutzer Jiashi Feng VGen DiffM 27 31 0 14 Feb 2024
Towards A Better Metric for Text-to-Video Generation Jay Zhangjie Wu Guian Fang Haoning Wu Xintao Wang Yixiao Ge ... Rui Zhao Weisi Lin Wynne Hsu Ying Shan Mike Zheng Shou VGen 22 34 0 15 Jan 2024
VidToMe: Video Token Merging for Zero-Shot Video Editing Xirui Li Chao Ma Xiaokang Yang Ming-Hsuan Yang DiffM VGen 24 40 0 17 Dec 2023
Neutral Editing Framework for Diffusion-based Video Editing Sunjae Yoon Gwanhyeong Koo Jiajing Hong Changdong Yoo VGen DiffM 16 1 0 10 Dec 2023
Drag-A-Video: Non-rigid Video Editing with Point-based Interaction Yao Teng Enze Xie Yue Wu Haoyu Han Zhenguo Li Xihui Liu DiffM VGen 20 11 0 05 Dec 2023
BIVDiff: A Training-Free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models Fengyuan Shi Jiaxi Gu Hang Xu Songcen Xu Wei Zhang Limin Wang VGen DiffM 25 12 0 05 Dec 2023
VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence Yuchao Gu Yipin Zhou Bichen Wu Licheng Yu Jia-Wei Liu Rui Zhao Jay Zhangjie Wu David Junhao Zhang Mike Zheng Shou Kevin Tang DiffM VGen 60 37 0 04 Dec 2023
VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models Zhen Xing Qi Dai Zihao Zhang Hui Zhang Hang-Rui Hu Zuxuan Wu Yu-Gang Jiang VGen 33 17 0 30 Nov 2023
SmoothVideo: Smooth Video Synthesis with Noise Constraints on Diffusion Models for One-shot Video Tuning Liang Peng Haoran Cheng Zheng Yang Ruisi Zhao Linxuan Xia Chaotian Song Qinglin Lu Boxi Wu Wei Liu VGen 12 2 0 29 Nov 2023
CCEdit: Creative and Controllable Video Editing via Diffusion Models Danfeng Hong Wenming Weng Hao Li Yuhui Yuan Jing Yao Chong Luo Zhibo Chen Baining Guo DiffM VGen 14 42 0 28 Sep 2023
Edit Temporal-Consistent Videos with Image Diffusion Model Yuan-Zheng Wang Yong Li Xiaoya Zhang Xin Liu Anbo Dai Antoni B. Chan Zhen Cui DiffM 25 6 0 17 Aug 2023
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 163 349 0 02 May 2023
Edit-A-Video: Single Video Editing with Object-Aware Consistency Chaehun Shin Heeseung Kim Che Hyun Lee Sang-gil Lee Sung-Hoon Yoon DiffM VGen 111 51 0 14 Mar 2023
Video-P2P: Video Editing with Cross-attention Control Shaoteng Liu Yuechen Zhang Wenbo Li Zhe-nan Lin Jiaya Jia DiffM VGen 133 202 0 08 Mar 2023