视频大模型

AdaDiff: Adaptive Step Selection for Fast Diffusion Models

Hui Zhang, Zuxuan Wu, Zhen Xing, Jie Shao, Yu-Gang Jiang

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Comments Accepted by AAAI 2025

TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models

Haocheng Huang, Jiaxin Chen, Jinyang Guo, Ruiyi Zhan, Yunhong Wang

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Real-time One-Step Diffusion-based Expressive Portrait Videos Generation

Hanzhong Guo, Hongwei Yi, Daquan Zhou, Alexander William Bergman, Michael Lingelbach, Yizhou Yu

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Comments 14 pages

SwiftTry: Fast and Consistent Video Virtual Try-On with Diffusion Models

Hung Nguyen, Quang Qui-Vinh Nguyen, Khoi Nguyen, Rang Nguyen

专题命中 视频扩散模型 ：long video(abstract)；分类 cs.CV

Video Creation by Demonstration

Yihong Sun, Hao Zhou, Liangzhe Yuan, Jennifer J. Sun, Yandong Li, Xuhui Jia, Hartwig Adam, Bharath Hariharan, Long Zhao, Ting Liu

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Comments Project page at https://delta-diffusion.github.io/

HiFiVFS: High Fidelity Video Face Swapping

Xu Chen, Keke He, Junwei Zhu, Yanhao Ge, Wei Li, Chengjie Wang

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Contrastive Sequential-Diffusion Learning: Non-linear and Multi-Scene Instructional Video Synthesis

Vasco Ramos, Yonatan Bitton, Michal Yarom, Idan Szpektor, Joao Magalhaes

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Align3R: Aligned Monocular Depth Estimation for Dynamic Videos

Jiahao Lu, Tianyu Huang, Peng Li, Zhiyang Dou, Cheng Lin, Zhiming Cui, Zhen Dong, Sai-Kit Yeung, Wenping Wang, Yuan Liu

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Comments Project Page: https://igl-hkust.github.io/Align3R.github.io/

One Shot, One Talk: Whole-body Talking Avatar from a Single Image

Jun Xiang, Yudong Guo, Leipeng Hu, Boyang Guo, Yancheng Yuan, Juyong Zhang

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Comments Project Page: https://ustc3dv.github.io/OneShotOneTalk/

DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses

Yatian Pang, Bin Zhu, Bin Lin, Mingzhe Zheng, Francis E. H. Tay, Ser-Nam Lim, Harry Yang, Li Yuan

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

StableAnimator: High-Quality Identity-Preserving Human Image Animation

Shuyuan Tu, Zhen Xing, Xintong Han, Zhi-Qi Cheng, Qi Dai, Chong Luo, Zuxuan Wu

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Transforming Static Images Using Generative Models for Video Salient Object Detection

Suhwan Cho, Minhyeok Lee, Jungho Lee, Sangyoun Lee

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers

Lei Chen, Yuan Meng, Chen Tang, Xinzhu Ma, Jingyan Jiang, Xin Wang, Zhi Wang, Wenwu Zhu

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Motion Diffusion-Guided 3D Global HMR from a Dynamic Camera

Jaewoo Heo, Kuan-Chieh Wang, Karen Liu, Serena Yeung-Levy

专题命中 视频扩散模型 ：long video(abstract)；分类 cs.CV

Comments 15 pages, 2 figures, submitted to TMLR

HelloMeme: Integrating Spatial Knitting Attentions to Embed High-Level and Fidelity-Rich Conditions in Diffusion Models

Shengkai Zhang, Nianhong Jiao, Tian Li, Chaojie Yang, Chenhui Xue, Boya Niu, Jun Gao

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Comments 11 pages, 7 figures, 2 tables

DiTFastAttn: Attention Compression for Diffusion Transformer Models

Zhihang Yuan, Hanling Zhang, Pu Lu, Xuefei Ning, Linfeng Zhang, Tianchen Zhao, Shengen Yan, Guohao Dai, Yu Wang

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices

Zhiyuan Ma, Yuzhu Zhang, Guoli Jia, Liangliang Zhao, Yichao Ma, Mingjie Ma, Gaofeng Liu, Kaiyan Zhang, Jianjun Li, Bowen Zhou

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference

Senmao Li, Taihang Hu, Joost van de Weijer, Fahad Shahbaz Khan, Tao Liu, Linxuan Li, Shiqi Yang, Yaxing Wang, Ming-Ming Cheng, Jian Yang

专题命中 视频扩散模型 ：text-to-video(abstract)；分类 cs.CV

Comments NeurIPS 2024

Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation

Jiahao Cui, Hui Li, Yao Yao, Hao Zhu, Hanlin Shang, Kaihui Cheng, Hang Zhou, Siyu Zhu, Jingdong Wang

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy

Hancheng Ye, Jiakang Yuan, Renqiu Xia, Xiangchao Yan, Tao Chen, Junchi Yan, Botian Shi, Bo Zhang

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2024, Homepage: https://jiakangyuan.github.io/AdaptiveDiffusion-project-page/ The code is available at https://github.com/UniModal4Reasoning/AdaptiveDiffusion

IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis

Shitong Shao, Zikai Zhou, Lichen Bai, Haoyi Xiong, Zeke Xie

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Semantically Consistent Video Inpainting with Conditional Diffusion Models

Dylan Green, William Harvey, Saeid Naderiparizi, Matthew Niedoba, Yunpeng Liu, Xiaoxuan Liang, Jonathan Lavington, Ke Zhang, Vasileios Lioutas, Setareh Dabiri, Adam Scibior, Berend Zwartsenberg, Frank Wood

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models

Tianyi Lu, Xing Zhang, Jiaxi Gu, Renjing Pei, Songcen Xu, Xingjun Ma, Hang Xu, Zuxuan Wu

专题命中 视频扩散模型 ：text-to-video(abstract)；分类 cs.CV

ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction

Hyungjin Chung, Dohun Lee, Jong Chul Ye

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Comments 25 pages, 10 figures. Project page: https://acdc2025.github.io/

Qihoo-T2X: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Any-Task

Jing Wang, Ao Ma, Jiasong Feng, Dawei Leng, Yuhui Yin, Xiaodan Liang

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising

Zigeng Chen, Xinyin Ma, Gongfan Fang, Zhenxiong Tan, Xinchao Wang

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2024

Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation

Lanqing Guo, Yingqing He, Haoxin Chen, Menghan Xia, Xiaodong Cun, Yufei Wang, Siyu Huang, Yong Zhang, Xintao Wang, Qifeng Chen, Ying Shan, Bihan Wen

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Comments Accepted by ECCV 2024; Project Page: https://guolanqing.github.io/Self-Cascade/

Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation

Chenyu Wang, Shuo Yan, Yixuan Chen, Yujiang Wang, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

StereoCrafter: Diffusion-based Generation of Long and High-fidelity Stereoscopic 3D from Monocular Videos

Sijie Zhao, Wenbo Hu, Xiaodong Cun, Yong Zhang, Xiaoyu Li, Zhe Kong, Xiangjun Gao, Muyao Niu, Ying Shan

专题命中 视频扩散模型 ：video diffusion(abstract)；分类 cs.CV

Comments 11 pages, 10 figures

EMOdiffhead: Continuously Emotional Control in Talking Head Generation via Diffusion

Jian Zhang, Weijian Mai, Zhijun Zhang

专题命中 视频扩散模型 ：video generation(abstract)；分类 cs.CV

Comments 12 pages, 7 figures