视频大模型

CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models

Weichen Fan, Amber Yijia Zheng, Raymond A. Yeh, Ziwei Liu

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

Comments Project Page: https://weichenfan.github.io/webpage-cfg-zero-star/ Github: https://github.com/WeichenFan/CFG-Zero-star

SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation

Teng Hu, Jiangning Zhang, Ran Yi, Hongrui Huang, Yabiao Wang, Lizhuang Ma

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

Comments Accepted by ICLR 2025

GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors

Tian-Xing Xu, Xiangjun Gao, Wenbo Hu, Xiaoyu Li, Song-Hai Zhang, Ying Shan

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

Comments Project webpage: https://geometrycrafter.github.io/

PSF-4D: A Progressive Sampling Framework for View Consistent 4D Editing

Hasan Iqbal, Nazmul Karim, Umar Khalid, Azib Farooq, Zichun Zhong, Chen Chen, Jing Hua

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

Comments 9 pages, 7 figures

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer

Xinyu Liu, Ailing Zeng, Wei Xue, Harry Yang, Wenhan Luo, Qifeng Liu, Yike Guo

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

ExScene: Free-View 3D Scene Reconstruction with Gaussian Splatting from a Single Image

Tianyi Gong, Boyan Li, Yifei Zhong, Fangxin Wang

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

Comments ICME 2025

MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis

Shitong Shao, Hongwei Yi, Hanzhong Guo, Tian Ye, Daquan Zhou, Michael Lingelbach, Zhiqiang Xu, Zeke Xie

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

GenFusion: Closing the Loop between Reconstruction and Generation via Videos

Sibo Wu, Congrong Xu, Binbin Huang, Andreas Geiger, Anpei Chen

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

Comments CVPR 2025, project page: https://genfusion.sibowu.com

Training-free Diffusion Acceleration with Bottleneck Sampling

Ye Tian, Xin Xia, Yuxi Ren, Shanchuan Lin, Xing Wang, Xuefeng Xiao, Yunhai Tong, Ling Yang, Bin Cui

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

Comments Project Page: https://tyfeld.github.io/BottleneckSampling.github.io/

Rethinking Video Tokenization: A Conditioned Diffusion-based Approach

Nianzu Yang, Pandeng Li, Liming Zhao, Yang Li, Chen-Wei Xie, Yehui Tang, Xudong Lu, Zhihang Liu, Yun Zheng, Yu Liu, Junchi Yan

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

Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency

Tianqi Liu, Zihao Huang, Zhaoxi Chen, Guangcong Wang, Shoukang Hu, Liao Shen, Huiqiang Sun, Zhiguo Cao, Wei Li, Ziwei Liu

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

Comments Project Page: https://free4d.github.io/ , Code: https://github.com/TQTQliu/Free4D

PhysAnimator: Physics-Guided Generative Cartoon Animation

Tianyi Xie, Yiwei Zhao, Ying Jiang, Chenfanfu Jiang

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

Comments Accepted by CVPR 2025

PartRM: Modeling Part-Level Dynamics with Large Cross-State Reconstruction Model

Mingju Gao, Yike Pan, Huan-ang Gao, Zongzheng Zhang, Wenyi Li, Hao Dong, Hao Tang, Li Yi, Hao Zhao

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

Comments Accepted to CVPR 2025. Project Page: https://partrm.c7w.tech/

HunyuanPortrait: Implicit Condition Control for Enhanced Portrait Animation

Zunnan Xu, Zhentao Yu, Zixiang Zhou, Jun Zhou, Xiaoyu Jin, Fa-Ting Hong, Xiaozhong Ji, Junwei Zhu, Chengfei Cai, Shiyu Tang, Qin Lin, Xiu Li, Qinglin Lu

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

Comments Accepted to CVPR 2025

Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model

Yingying Fan, Quanwei Yang, Kaisiyuan Wang, Hang Zhou, Yingying Li, Haocheng Feng, Errui Ding, Yu Wu, Jingdong Wang

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

Comments Accepted to CVPR 2025

ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions

Tomáš Souček, Prajwal Gatti, Michael Wray, Ivan Laptev, Dima Damen, Josef Sivic

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

Comments CVPR 2025

Generative Omnimatte: Learning to Decompose Video into Layers

Yao-Chih Lee, Erika Lu, Sarah Rumbley, Michal Geyer, Jia-Bin Huang, Tali Dekel, Forrester Cole

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

Comments CVPR 2025. Project page: https://gen-omnimatte.github.io/

LayerAnimate: Layer-level Control for Animation

Yuxue Yang, Lue Fan, Zuzeng Lin, Feng Wang, Zhaoxiang Zhang

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

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

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration

Jianyi Wang, Zhijie Lin, Meng Wei, Yang Zhao, Ceyuan Yang, Fei Xiao, Chen Change Loy, Lu Jiang

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

Comments CVPR25 CR ver., add a co-author additionally. Project page: https://iceclear.github.io/projects/seedvr/

From Image to Video: An Empirical Study of Diffusion Representations

Pedro Vélez, Luisa F. Polanía, Yi Yang, Chuhan Zhang, Rishabh Kabra, Anurag Arnab, Mehdi S. M. Sajjadi

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

Training Video Foundation Models with NVIDIA NeMo

Zeeshan Patel, Ethan He, Parth Mannan, Xiaowei Ren, Ryan Wolf, Niket Agarwal, Jacob Huffman, Zhuoyao Wang, Carl Wang, Jack Chang, Yan Bai, Tommy Huang, Linnan Wang, Sahil Jain, Shanmugam Ramasamy, Joseph Jennings, Ekaterina Sirazitdinova, Oleg Sudakov, Mingyuan Ma, Bobby Chen, Forrest Lin, Hao Wang, Vasanth Rao Naik Sabavat, Sriharsha Niverty, Rong Ou, Pallab Bhattacharya, David Page, Nima Tajbakhsh, Ashwath Aithal

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

Towards Suturing World Models: Learning Predictive Models for Robotic Surgical Tasks

Mehmet Kerem Turkcan, Mattia Ballo, Filippo Filicori, Zoran Kostic

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

A Speech-to-Video Synthesis Approach Using Spatio-Temporal Diffusion for Vocal Tract MRI

Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Fangxu Xing, Xiaofeng Liu, Maureen Stone, Jiachen Zhuo, Juan Rafael Orozco-Arroyave, Elmar Nöth, Jana Hutter, Jerry L. Prince, Andreas Maier, Jonghye Woo

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

Video Depth without Video Models

Bingxin Ke, Dominik Narnhofer, Shengyu Huang, Lei Ke, Torben Peters, Katerina Fragkiadaki, Anton Obukhov, Konrad Schindler

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

Comments Project page: rollingdepth.github.io

Pyramidal Flow Matching for Efficient Video Generative Modeling

Yang Jin, Zhicheng Sun, Ningyuan Li, Kun Xu, Kun Xu, Hao Jiang, Nan Zhuang, Quzhe Huang, Yang Song, Yadong Mu, Zhouchen Lin

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

Comments ICLR 2025

MuDG: Taming Multi-modal Diffusion with Gaussian Splatting for Urban Scene Reconstruction

Yingshuang Zou, Yikang Ding, Chuanrui Zhang, Jiazhe Guo, Bohan Li, Xiaoyang Lyu, Feiyang Tan, Xiaojuan Qi, Haoqian Wang

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

ProReflow: Progressive Reflow with Decomposed Velocity

Lei Ke, Haohang Xu, Xuefei Ning, Yu Li, Jiajun Li, Haoling Li, Yuxuan Lin, Dongsheng Jiang, Yujiu Yang, Linfeng Zhang

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

Comments Our codes will be released at Github

Depth Any Video with Scalable Synthetic Data

Honghui Yang, Di Huang, Wei Yin, Chunhua Shen, Haifeng Liu, Xiaofei He, Binbin Lin, Wanli Ouyang, Tong He

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

Comments Project Page: https://depthanyvideo.github.io/

Preserving Product Fidelity in Large Scale Image Recontextualization with Diffusion Models

Ishaan Malhi, Praneet Dutta, Ellie Talius, Sally Ma, Brendan Driscoll, Krista Holden, Garima Pruthi, Arunachalam Narayanaswamy

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

E2ED^2:Direct Mapping from Noise to Data for Enhanced Diffusion Models

Zhiyu Tan, WenXu Qian, Hesen Chen, Mengping Yang, Lei Chen, Hao Li

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

Comments Technical report