视频大模型

SV4D 2.0: Enhancing Spatio-Temporal Consistency in Multi-View Video Diffusion for High-Quality 4D Generation

Chun-Han Yao, Yiming Xie, Vikram Voleti, Huaizu Jiang, Varun Jampani

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

Comments Project page: https://sv4d20.github.io/

Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion

Zhenglin Zhou, Fan Ma, Hehe Fan, Tat-Seng Chua

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

Comments Accepted by CVPR 2025, project page: https://zhenglinzhou.github.io/Zero-1-to-A/

DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Models

Ruofan Liang, Zan Gojcic, Huan Ling, Jacob Munkberg, Jon Hasselgren, Zhi-Hao Lin, Jun Gao, Alexander Keller, Nandita Vijaykumar, Sanja Fidler, Zian Wang

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

Comments CVPR 2025; project page: research.nvidia.com/labs/toronto-ai/DiffusionRenderer/

PoseTraj: Pose-Aware Trajectory Control in Video Diffusion

Longbin Ji, Lei Zhong, Pengfei Wei, Changjian Li

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

Comments Code, data and project page: https://robingg1.github.io/Pose-Traj/

Ingredients: Blending Custom Photos with Video Diffusion Transformers

Zhengcong Fei, Debang Li, Di Qiu, Changqian Yu, Mingyuan Fan

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

Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Feng Liu, Shiwei Zhang, Xiaofeng Wang, Yujie Wei, Haonan Qiu, Yuzhong Zhao, Yingya Zhang, Qixiang Ye, Fang Wan

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

Comments Accepted in CVPR 2025. Project: https://liewfeng.github.io/TeaCache

Generative Gaussian Splatting: Generating 3D Scenes with Video Diffusion Priors

Katja Schwarz, Norman Mueller, Peter Kontschieder

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

Tora: Trajectory-oriented Diffusion Transformer for Video Generation

Zhenghao Zhang, Junchao Liao, Menghao Li, Zuozhuo Dai, Bingxue Qiu, Siyu Zhu, Long Qin, Weizhi Wang

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

Comments CVPR 2025 Conference Proceedings

NIL: No-data Imitation Learning by Leveraging Pre-trained Video Diffusion Models

Mert Albaba, Chenhao Li, Markos Diomataris, Omid Taheri, Andreas Krause, Michael Black

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

CameraCtrl II: Dynamic Scene Exploration via Camera-controlled Video Diffusion Models

Hao He, Ceyuan Yang, Shanchuan Lin, Yinghao Xu, Meng Wei, Liangke Gui, Qi Zhao, Gordon Wetzstein, Lu Jiang, Hongsheng Li

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

Comments Project page: https://hehao13.github.io/Projects-CameraCtrl-II/

PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop

Chenyu Li, Oscar Michel, Xichen Pan, Sainan Liu, Mike Roberts, Saining Xie

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

TPDiff: Temporal Pyramid Video Diffusion Model

Lingmin Ran, Mike Zheng Shou

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

Comments Project page: https://showlab.github.io/TPDiff/

Unified Dense Prediction of Video Diffusion

Lehan Yang, Lu Qi, Xiangtai Li, Sheng Li, Varun Jampani, Ming-Hsuan Yang

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

Comments Accepted by CVPR2025

Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse Inputs

Yingji Zhong, Zhihao Li, Dave Zhenyu Chen, Lanqing Hong, Dan Xu

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

Comments Accepted by CVPR2025. The project page is available at https://zhongyingji.github.io/guidevd-3dgs/

StarVid: Enhancing Semantic Alignment in Video Diffusion Models via Spatial and SynTactic Guided Attention Refocusing

Yuanhang Li, Qi Mao, Lan Chen, Zhen Fang, Lei Tian, Xinyan Xiao, Libiao Jin, Hua Wu

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

High-Fidelity Relightable Monocular Portrait Animation with Lighting-Controllable Video Diffusion Model

Mingtao Guo, Guanyu Xing, Yanli Liu

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

Mobius: Text to Seamless Looping Video Generation via Latent Shift

Xiuli Bi, Jianfei Yuan, Bo Liu, Yong Zhang, Xiaodong Cun, Chi-Man Pun, Bin Xiao

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

Comments Project page: https://mobius-diffusion.github.io/ ; GitHub repository: https://github.com/YisuiTT/Mobius

ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation

Tianchen Zhao, Tongcheng Fang, Haofeng Huang, Enshu Liu, Rui Wan, Widyadewi Soedarmadji, Shiyao Li, Zinan Lin, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang

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

Comments Accepted at ICLR 2025, Project Page: https://a-suozhang.xyz/viditq.github.io/

Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval

Dezhao Luo, Shaogang Gong, Jiabo Huang, Hailin Jin, Yang Liu

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

Comments AAAI-25

FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise

Yunlong Yuan, Yuanfan Guo, Chunwei Wang, Wei Zhang, Hang Xu, Li Zhang

专题命中 视频扩散模型 ：video diffusion(title)；video generation(abstract)；分类 eess.IV

Comments ICLR 2025

SayAnything: Audio-Driven Lip Synchronization with Conditional Video Diffusion

Junxian Ma, Shiwen Wang, Jian Yang, Junyi Hu, Jian Liang, Guosheng Lin, Jingbo chen, Kai Li, Yu Meng

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

SkyReels-A1: Expressive Portrait Animation in Video Diffusion Transformers

Di Qiu, Zhengcong Fei, Rui Wang, Jialin Bai, Changqian Yu, Mingyuan Fan, Guibin Chen, Xiang Wen

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

Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile

Hangliang Ding, Dacheng Li, Runlong Su, Peiyuan Zhang, Zhijie Deng, Ion Stoica, Hao Zhang

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

Lumina-Video: Efficient and Flexible Video Generation with Multi-scale Next-DiT

Dongyang Liu, Shicheng Li, Yutong Liu, Zhen Li, Kai Wang, Xinyue Li, Qi Qin, Yufei Liu, Yi Xin, Zhongyu Li, Bin Fu, Chenyang Si, Yuewen Cao, Conghui He, Ziwei Liu, Yu Qiao, Qibin Hou, Hongsheng Li, Peng Gao

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

Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy

Shaoyan Pan, Yikang Liu, Lin Zhao, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

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

Comments AAAI 2025

Towards Precise Scaling Laws for Video Diffusion Transformers

Yuanyang Yin, Yaqi Zhao, Mingwu Zheng, Ke Lin, Jiarong Ou, Rui Chen, Victor Shea-Jay Huang, Jiahao Wang, Xin Tao, Pengfei Wan, Di Zhang, Baoqun Yin, Wentao Zhang, Kun Gai

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

CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models

Rundi Wu, Ruiqi Gao, Ben Poole, Alex Trevithick, Changxi Zheng, Jonathan T. Barron, Aleksander Holynski

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

Comments Project page: https://cat-4d.github.io/

DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors

Tianyu Huang, Haoze Zhang, Yihan Zeng, Zhilu Zhang, Hui Li, Wangmeng Zuo, Rynson W. H. Lau

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

Comments Accepted by AAAI 2025. Codes are released at: https://github.com/tyhuang0428/DreamPhysics

Re-Attentional Controllable Video Diffusion Editing

Yuanzhi Wang, Yong Li, Mengyi Liu, Xiaoya Zhang, Xin Liu, Zhen Cui, Antoni B. Chan

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

Comments Accepted by AAAI 2025. Codes are released at: https://github.com/mdswyz/ReAtCo

Video Diffusion Models are Strong Video Inpainter

Minhyeok Lee, Suhwan Cho, Chajin Shin, Jungho Lee, Sunghun Yang, Sangyoun Lee

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

Comments Accepted to AAAI 2025