视频大模型

DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking Head Video Generation

Hanbo Cheng, Limin Lin, Chenyu Liu, Pengcheng Xia, Pengfei Hu, Jiefeng Ma, Jun Du, Jia Pan

机构 * University of Science and Technology of China（中国科学技术大学） ； iFLYTEK Research（讯飞研究院） 纠错

专题命中 视频生成 ：video generation(title,abstract)；long video(abstract)；分类 cs.CV

Resource-Efficient Motion Control for Video Generation via Dynamic Mask Guidance

Sicong Feng, Jielong Yang, Li Peng

机构 * Jiangnan University（江南大学） 纠错

专题命中 视频生成 ：video generation(title,abstract)；text-to-video(abstract)；分类 cs.CV

VideoDirector: Precise Video Editing via Text-to-Video Models

Yukun Wang, Longguang Wang, Zhiyuan Ma, Qibin Hu, Kai Xu, Yulan Guo

机构 * Shenzhen Campus of Sun Yat-sen University（中山大学深圳校区） ； Sun Yat-sen University（中山大学） ； Tsinghua University（清华大学） ； National University of Defense Technology（国防科技大学） 纠错

专题命中 视频生成 ：text-to-video(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments 15 figures

Fast Autoregressive Video Generation with Diagonal Decoding

Yang Ye, Junliang Guo, Haoyu Wu, Tianyu He, Tim Pearce, Tabish Rashid, Katja Hofmann, Jiang Bian

机构 * Microsoft Research（微软研究院） 纠错

专题命中 视频生成 ：video generation(title,abstract)；long video(abstract)；分类 cs.CV

Long Context Tuning for Video Generation

Yuwei Guo, Ceyuan Yang, Ziyan Yang, Zhibei Ma, Zhijie Lin, Zhenheng Yang, Dahua Lin, Lu Jiang

机构 * The Chinese University of Hong Kong（香港中文大学） ； ByteDance（字节跳动） 纠错

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments Project Page: https://guoyww.github.io/projects/long-context-video/

StereoCrafter-Zero: Zero-Shot Stereo Video Generation with Noisy Restart

Jian Shi, Qian Wang, Zhenyu Li, Ramzi Idoughi, Peter Wonka

机构 * KAUST（阿卜杜拉国王科技大学） 纠错

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation

Gihyun Kwon, Jong Chul Ye

机构 * KRAFTON ； Kim Jaechul Graduate School of AI, KAIST（KAIST金哉澈人工智能研究生院） 纠错

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments Github Page: https://github.com/KwonGihyun/TweedieMix

VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking

Runyi Hu, Jie Zhang, Yiming Li, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang

机构 * Nanyang Technological University（南洋理工大学） ； IHPC, A*STAR（新加坡高性能计算研究所（新加坡科研局下属）） ； Zhejiang University（浙江大学） ； Tsinghua University（清华大学） 纠错

专题命中 视频生成 ：video generation(title,abstract)；text-to-video(abstract)；分类 cs.CV

Comments International Conference on Learning Representations (ICLR) 2025

SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation

Koichi Namekata, Sherwin Bahmani, Ziyi Wu, Yash Kant, Igor Gilitschenski, David B. Lindell

机构 * University of Toronto（多伦多大学） ； Vector Institute（向量研究所） 纠错

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments ICLR 2025. Project page: https://kmcode1.github.io/Projects/SG-I2V/

Training-free Camera Control for Video Generation

Chen Hou, Zhibo Chen

机构 * University of Science and Technology of China（中国科学技术大学） 纠错

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Can Hallucination Correction Improve Video-Language Alignment?

Lingjun Zhao, Mingyang Xie, Paola Cascante-Bonilla, Hal Daumé, Kwonjoon Lee

机构 * University of Maryland（马里兰大学） ； Stony Brook University（石溪大学） ； Honda Research Institute（本田研究所） 纠错

专题命中 视频生成 ：video-language(title,abstract)；text-to-video(abstract)；分类 cs.CV

MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation

Jinbo Xing, Long Mai, Cusuh Ham, Jiahui Huang, Aniruddha Mahapatra, Chi-Wing Fu, Tien-Tsin Wong, Feng Liu

机构 * The Chinese University of Hong Kong（香港中文大学） ； Adobe Research（奥多比研究院） ； Monash University（莫纳什大学） 纠错

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments It is best viewed in Acrobat. Project page: https://motion-canvas25.github.io/

HuViDPO:Enhancing Video Generation through Direct Preference Optimization for Human-Centric Alignment

Lifan Jiang, Boxi Wu, Jiahui Zhang, Xiaotong Guan, Shuang Chen

机构 * Zhejiang University（浙江大学） 纠错

专题命中 视频生成 ：video generation(title,abstract)；text-to-video(abstract)；分类 cs.CV

RichSpace: Enriching Text-to-Video Prompt Space via Text Embedding Interpolation

Yuefan Cao, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song

机构 * Zhejiang University（浙江大学） ； The University of Texas at Austin（德克萨斯大学奥斯汀分校） ； University of New South Wales（新南威尔士大学） ； The University of Hong Kong（香港大学） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Tsinghua University（清华大学） ； Simons Institute for the Theory of Computing, University of California, Berkeley（加州大学伯克利分校西蒙斯理论计算研究所） 纠错

专题命中 视频生成 ：text-to-video(title,abstract)；video generation(abstract)；分类 cs.CV

CascadeV: An Implementation of Wurstchen Architecture for Video Generation

Wenfeng Lin, Jiangchuan Wei, Boyuan Liu, Yichen Zhang, Shiyue Yan, Mingyu Guo

机构 * ByteDance（字节跳动） 纠错

专题命中 视频生成 ：video generation(title,abstract)；text-to-video(abstract)；分类 cs.CV

Training-Free Motion-Guided Video Generation with Enhanced Temporal Consistency Using Motion Consistency Loss

Xinyu Zhang, Zicheng Duan, Dong Gong, Lingqiao Liu

机构 * The University of Adelaide（阿德莱德大学） ； The University of New South Wales（新南威尔士大学） 纠错

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments Project page: https://zhangxinyu-xyz.github.io/SimulateMotion.github.io/

CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities

Tao Wu, Yong Zhang, Xintao Wang, Xianpan Zhou, Guangcong Zheng, Zhongang Qi, Ying Shan, Xi Li

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments Accepted by AAAI 2025. Project page: https://customcrafter.github.io/

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training

Xiuli Bi, Jian Lu, Bo Liu, Xiaodong Cun, Yong Zhang, Weisheng Li, Bin Xiao

专题命中 视频生成 ：video generation(title)；video diffusion(abstract)；text-to-video(abstract)；分类 cs.CV

Comments Accepted in AAAI 2025. Project Page: https://customttt.github.io/ Code: https://github.com/RongPiKing/CustomTTT

OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation

Weiqi Li, Shijie Zhao, Chong Mou, Xuhan Sheng, Zhenyu Zhang, Qian Wang, Junlin Li, Li Zhang, Jian Zhang

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

AniClipart: Clipart Animation with Text-to-Video Priors

Ronghuan Wu, Wanchao Su, Kede Ma, Jing Liao

专题命中 视频生成 ：text-to-video(title,abstract)；video generation(abstract)；分类 cs.CV

Comments IJCV 2024, Project Page: https://aniclipart.github.io/

NewMove: Customizing text-to-video models with novel motions

Joanna Materzynska, Josef Sivic, Eli Shechtman, Antonio Torralba, Richard Zhang, Bryan Russell

专题命中 视频生成 ：text-to-video(title,abstract)；video generation(abstract)；分类 cs.CV

Comments Project page: this website https://joaanna.github.io/customizing_motion/

Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion

Ge Ya Luo, Zhi Hao Luo, Anthony Gosselin, Alexia Jolicoeur-Martineau, Christopher Pal

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

GameGen-X: Interactive Open-world Game Video Generation

Haoxuan Che, Xuanhua He, Quande Liu, Cheng Jin, Hao Chen

专题命中 视频生成 ：video generation(title,abstract)；text-to-video(abstract)；分类 cs.CV

Comments Homepage: https://gamegen-x.github.io/ Github: https://github.com/GameGen-X/GameGen-X

FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing

Youyuan Zhang, Xuan Ju, James J. Clark

专题命中 视频生成 ：text-to-video(title,abstract)；video generation(abstract)；分类 cs.CV

Comments Accepted to WACV 2025

GenRec: Unifying Video Generation and Recognition with Diffusion Models

Zejia Weng, Xitong Yang, Zhen Xing, Zuxuan Wu, Yu-Gang Jiang

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments 19 pages, 6 figures, 12 tables

MarDini: Masked Autoregressive Diffusion for Video Generation at Scale

Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan C. Pérez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Pérez-Rúa

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments Project Page: https://mardini-vidgen.github.io

MotionClone: Training-Free Motion Cloning for Controllable Video Generation

Pengyang Ling, Jiazi Bu, Pan Zhang, Xiaoyi Dong, Yuhang Zang, Tong Wu, Huaian Chen, Jiaqi Wang, Yi Jin

专题命中 视频生成 ：video generation(title,abstract)；text-to-video(abstract)；分类 cs.CV

Comments 18 pages, 14 figures, https://bujiazi.github.io/motionclone.github.io/

Animating the Past: Reconstruct Trilobite via Video Generation

Xiaoran Wu, Zien Huang, Chonghan Yu

专题命中 视频生成 ：video generation(title,abstract)；text-to-video(abstract)；分类 cs.CV

AnimateLCM: Computation-Efficient Personalized Style Video Generation without Personalized Video Data

Fu-Yun Wang, Zhaoyang Huang, Weikang Bian, Xiaoyu Shi, Keqiang Sun, Guanglu Song, Yu Liu, Hongsheng Li

专题命中 视频生成 ：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments Accepted as a Short Paper by SIGGRAPH ASIA 2024 Technical Communications. This is a short version of the original work. Project Page: https://animatelcm.github.io/

Mora: Enabling Generalist Video Generation via A Multi-Agent Framework

Zhengqing Yuan, Yixin Liu, Yihan Cao, Weixiang Sun, Haolong Jia, Ruoxi Chen, Zhaoxu Li, Bin Lin, Li Yuan, Lifang He, Chi Wang, Yanfang Ye, Lichao Sun

专题命中 视频生成 ：video generation(title,abstract)；text-to-video(abstract)；分类 cs.CV