视频大模型

QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation

Junyi Wu, Zhiteng Li, Zheng Hui, Yulun Zhang, Linghe Kong, Xiaokang Yang

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

Comments The code and models will be available at https://github.com/JunyiWuCode/QuantCache

DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation

Runze Zhang, Guoguang Du, Xiaochuan Li, Qi Jia, Liang Jin, Lu Liu, Jingjing Wang, Cong Xu, Zhenhua Guo, Yaqian Zhao, Xiaoli Gong, Rengang Li, Baoyu Fan

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

ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Bohao Peng, Jian Wang, Yuechen Zhang, Wenbo Li, Ming-Chang Yang, Jiaya Jia

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

Comments controllable generation

What Are You Doing? A Closer Look at Controllable Human Video Generation

Emanuele Bugliarello, Anurag Arnab, Roni Paiss, Pieter-Jan Kindermans, Cordelia Schmid

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

DualDiff+: Dual-Branch Diffusion for High-Fidelity Video Generation with Reward Guidance

Zhao Yang, Zezhong Qian, Xiaofan Li, Weixiang Xu, Gongpeng Zhao, Ruohong Yu, Lingsi Zhu, Longjun Liu

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

LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment

Yibin Wang, Zhiyu Tan, Junyan Wang, Xiaomeng Yang, Cheng Jin, Hao Li

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

Comments Project page: https://codegoat24.github.io/LiFT

Autoregressive Video Generation without Vector Quantization

Haoge Deng, Ting Pan, Haiwen Diao, Zhengxiong Luo, Yufeng Cui, Huchuan Lu, Shiguang Shan, Yonggang Qi, Xinlong Wang

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

Comments Accepted to ICLR 2025. Project page at https://github.com/baaivision/NOVA

WorldModelBench: Judging Video Generation Models As World Models

Dacheng Li, Yunhao Fang, Yukang Chen, Shuo Yang, Shiyi Cao, Justin Wong, Michael Luo, Xiaolong Wang, Hongxu Yin, Joseph E. Gonzalez, Ion Stoica, Song Han, Yao Lu

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

C-Drag: Chain-of-Thought Driven Motion Controller for Video Generation

Yuhao Li, Mirana Claire Angel, Salman Khan, Yu Zhu, Jinqiu Sun, Yanning Zhang, Fahad Shahbaz Khan

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

EchoVideo: Identity-Preserving Human Video Generation by Multimodal Feature Fusion

Jiangchuan Wei, Shiyue Yan, Wenfeng Lin, Boyuan Liu, Renjie Chen, Mingyu Guo

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

Real-Time Video Generation with Pyramid Attention Broadcast

Xuanlei Zhao, Xiaolong Jin, Kai Wang, Yang You

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

Comments ICLR 2025

Next Block Prediction: Video Generation via Semi-Autoregressive Modeling

Shuhuai Ren, Shuming Ma, Xu Sun, Furu Wei

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

Comments project page: https://renshuhuai-andy.github.io/NBP-project/

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation

Wenzhang Sun, Qirui Hou, Donglin Di, Jiahui Yang, Yongjia Ma, Jianxun Cui

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

MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation

Haibo Tong, Zhaoyang Wang, Zhaorun Chen, Haonian Ji, Shi Qiu, Siwei Han, Kexin Geng, Zhongkai Xue, Yiyang Zhou, Peng Xia, Mingyu Ding, Rafael Rafailov, Chelsea Finn, Huaxiu Yao

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

Pushing the Boundaries of State Space Models for Image and Video Generation

Yicong Hong, Long Mai, Yuan Yao, Feng Liu

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

Comments 21 pages, paper under review

Taming Teacher Forcing for Masked Autoregressive Video Generation

Deyu Zhou, Quan Sun, Yuang Peng, Kun Yan, Runpei Dong, Duomin Wang, Zheng Ge, Nan Duan, Xiangyu Zhang, Lionel M. Ni, Heung-Yeung Shum

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

Comments 12 pages, 9 figures

Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation

Guy Yariv, Yuval Kirstain, Amit Zohar, Shelly Sheynin, Yaniv Taigman, Yossi Adi, Sagie Benaim, Adam Polyak

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

STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution

Rui Xie, Yinhong Liu, Penghao Zhou, Chen Zhao, Jun Zhou, Kai Zhang, Zhenyu Zhang, Jian Yang, Zhenheng Yang, Ying Tai

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

TrackGo: A Flexible and Efficient Method for Controllable Video Generation

Haitao Zhou, Chuang Wang, Rui Nie, Jinlin Liu, Dongdong Yu, Qian Yu, Changhu Wang

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

Comments Accepted by AAAI 2025

ModelGrow: Continual Text-to-Video Pre-training with Model Expansion and Language Understanding Enhancement

Zhefan Rao, Liya Ji, Yazhou Xing, Runtao Liu, Zhaoyang Liu, Jiaxin Xie, Ziqiao Peng, Yingqing He, Qifeng Chen

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

Comments 18 pages

FFA Sora, video generation as fundus fluorescein angiography simulator

Xinyuan Wu, Lili Wang, Ruoyu Chen, Bowen Liu, Weiyi Zhang, Xi Yang, Yifan Feng, Mingguang He, Danli Shi

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

Comments 24 pages, 3 figures

VAST 1.0: A Unified Framework for Controllable and Consistent Video Generation

Chi Zhang, Yuanzhi Liang, Xi Qiu, Fangqiu Yi, Xuelong Li

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

Generative Inbetweening through Frame-wise Conditions-Driven Video Generation

Tianyi Zhu, Dongwei Ren, Qilong Wang, Xiaohe Wu, Wangmeng Zuo

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

TIV-Diffusion: Towards Object-Centric Movement for Text-driven Image to Video Generation

Xingrui Wang, Xin Li, Yaosi Hu, Hanxin Zhu, Chen Hou, Cuiling Lan, Zhibo Chen

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

Comments Accepted by AAAI 2025

LiftImage3D: Lifting Any Single Image to 3D Gaussians with Video Generation Priors

Yabo Chen, Chen Yang, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Wei Shen, Wenrui Dai, Hongkai Xiong, Qi Tian

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

Comments Project page: https://liftimage3d.github.io/

UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame Organizer

Delong Liu, Zhaohui Hou, Mingjie Zhan, Shihao Han, Zhicheng Zhao, Fei Su

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

Comments Code:https://github.com/Delong-liu-bupt/UFO

Stag-1: Towards Realistic 4D Driving Simulation with Video Generation Model

Lening Wang, Wenzhao Zheng, Dalong Du, Yunpeng Zhang, Yilong Ren, Han Jiang, Zhiyong Cui, Haiyang Yu, Jie Zhou, Jiwen Lu, Shanghang Zhang

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

Comments Code is available at: https://github.com/wzzheng/Stag

MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation

Shuwei Shi, Biao Gong, Xi Chen, Dandan Zheng, Shuai Tan, Zizheng Yang, Yuyuan Li, Jingwen He, Kecheng Zheng, Jingdong Chen, Ming Yang, Yinqiang Zheng

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

Combining Genre Classification and Harmonic-Percussive Features with Diffusion Models for Music-Video Generation

Leonardo Pina, Yongmin Li

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

Imagine360: Immersive 360 Video Generation from Perspective Anchor

Jing Tan, Shuai Yang, Tong Wu, Jingwen He, Yuwei Guo, Ziwei Liu, Dahua Lin

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

Comments Project page: https://ys-imtech.github.io/projects/Imagine360