视频大模型

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

Phy124: Fast Physics-Driven 4D Content Generation from a Single Image

Jiajing Lin, Zhenzhong Wang, Yongjie Hou, Yuzhou Tang, Min Jiang

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

Blended Latent Diffusion under Attention Control for Real-World Video Editing

Deyin Liu, Lin Yuanbo Wu, Xianghua Xie

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

Matryoshka Diffusion Models

Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Josh Susskind, Navdeep Jaitly

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

Comments Accepted by ICLR2024

VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers

Juncan Deng, Shuaiting Li, Zeyu Wang, Hong Gu, Kedong Xu, Kejie Huang

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

Comments 11 pages, 6 figures

One-Shot Learning Meets Depth Diffusion in Multi-Object Videos

Anisha Jain

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

GenDDS: Generating Diverse Driving Video Scenarios with Prompt-to-Video Generative Model

Yongjie Fu, Yunlong Li, Xuan Di

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

Pixel-Aligned Multi-View Generation with Depth Guided Decoder

Zhenggang Tang, Peiye Zhuang, Chaoyang Wang, Aliaksandr Siarohin, Yash Kant, Alexander Schwing, Sergey Tulyakov, Hsin-Ying Lee

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

CT4D: Consistent Text-to-4D Generation with Animatable Meshes

Ce Chen, Shaoli Huang, Xuelin Chen, Guangyi Chen, Xiaoguang Han, Kun Zhang, Mingming Gong

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

WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation

Jiachen Lu, Ze Huang, Zeyu Yang, Jiahui Zhang, Li Zhang

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

Comments ECCV 2024

Faster Diffusion Action Segmentation

Shuaibing Wang, Shunli Wang, Mingcheng Li, Dingkang Yang, Haopeng Kuang, Ziyun Qian, Lihua Zhang

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

Comments 25 pages, 6 figures

Motion-aware Latent Diffusion Models for Video Frame Interpolation

Zhilin Huang, Yijie Yu, Ling Yang, Chujun Qin, Bing Zheng, Xiawu Zheng, Zikun Zhou, Yaowei Wang, Wenming Yang

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

Comments 17 pages, 4 figures

ProcessPainter: Learn Painting Process from Sequence Data

Yiren Song, Shijie Huang, Chen Yao, Xiaojun Ye, Hai Ci, Jiaming Liu, Yuxuan Zhang, Mike Zheng Shou

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

Accelerating Image Generation with Sub-path Linear Approximation Model

Chen Xu, Tianhui Song, Weixin Feng, Xubin Li, Tiezheng Ge, Bo Zheng, Limin Wang

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