Title
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant Haibo Wang Bo Feng Zhengfeng Lai Mingze Xu Shiyu Li Weifeng Ge Afshin Dehghan Meng Cao Ping-Chia Huang OffRL 51 0 0 08 May 2025
ReVision: High-Quality, Low-Cost Video Generation with Explicit 3D Physics Modeling for Complex Motion and Interaction Qihao Liu Ju He Qihang Yu Liang-Chieh Chen Alan Yuille DiffM VGen 78 0 0 30 Apr 2025
Advance Fake Video Detection via Vision Transformers Joy Battocchio S. Dell’Anna Andrea Montibeller Giulia Boato ViT VGen 41 0 0 29 Apr 2025
$VideoVista-CulturalLingo: 360$^\circ$ Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension$ VideoVista-CulturalLingo: 360 $^\circ$ Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension Xinyu Chen Yunxin Li Haoyuan Shi Baotian Hu Wenhan Luo Yaowei Wang M. Zhang ELM 67 0 0 23 Apr 2025
ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams C. Kim Jihwan Moon Sangwoo Moon Heeseung Yun Sihaeng Lee Aniruddha Kembhavi Soonyoung Lee Gunhee Kim Sangho Lee Christopher Clark 29 0 0 21 Apr 2025
OmniCaptioner: One Captioner to Rule Them All Yiting Lu Jiakang Yuan Zhen Li Shitian Zhao Qi Qin ... Lei Bai Zhibo Chen Peng Gao Bo Zhang Peng Gao MLLM 81 0 0 09 Apr 2025
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation Runze Zhang Guoguang Du Xiaochuan Li Qi Jia Liang Jin ... Zhenhua Guo Yaqian Zhao Xiaoli Gong Rengang Li Baoyu Fan VGen 73 0 0 08 Mar 2025
VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation Wenhao Wang Y. Yang DiffM VGen 84 0 0 03 Mar 2025
WeGen: A Unified Model for Interactive Multimodal Generation as We Chat Zhipeng Huang Shaobin Zhuang Canmiao Fu Binxin Yang Ying Zhang Chong Sun Zhizheng Zhang Yali Wang Chen Li Zheng-Jun Zha DiffM 69 1 0 03 Mar 2025
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions Haoxin Li Yingchen Yu Qilong Wu Hanwang Zhang Boyang Li Song Bai 3DH VGen 150 0 0 01 Mar 2025
Raccoon: Multi-stage Diffusion Training with Coarse-to-Fine Curating Videos Zhiyu Tan Junyan Wang Hao Yang Luozheng Qin Hesen Chen Qiang-feng Zhou Hao Li VGen 69 0 0 28 Feb 2025
VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation Xinlong Chen Y. Zhang Chongling Rao Yushuo Guan J. Liu Fuzheng Zhang Chengru Song Q. Liu Di Zhang T. Tan 5 0 0 18 Feb 2025
Magma: A Foundation Model for Multimodal AI Agents Jianwei Yang Reuben Tan Qianhui Wu Ruijie Zheng Baolin Peng ... Seonghyeon Ye Joel Jang Yuquan Deng Lars Liden Jianfeng Gao VLM AI4TS 122 9 0 18 Feb 2025
Phantom: Subject-consistent video generation via cross-modal alignment Lijie Liu Tianxiang Ma Bingchuan Li Zhuowei Chen Jiawei Liu Qian He Xinglong Wu Qian He Xinglong Wu DiffM VGen 52 5 0 16 Feb 2025
Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model Guoqing Ma Haoyang Huang K. Yan L. Chen Nan Duan ... Yuhui Wang Yuanwei Lu Yu-Cheng Chen Yu-Juan Luo Y. Luo DiffM VGen 173 17 0 14 Feb 2025
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile Hangliang Ding Dacheng Li Runlong Su Peiyuan Zhang Zhijie Deng Ion Stoica Hao Zhang VGen 70 4 0 10 Feb 2025
HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding Jiaxing Zhao Q. Yang Yixing Peng Detao Bai Shimin Yao ... Xiang Chen Shenghao Fu Weixuan chen Xihan Wei Liefeng Bo VGen AuLLM 50 5 0 28 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming Yang Sergey Tulyakov DiffM VGen 69 7 0 10 Jan 2025
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning Yuzhou Huang Ziyang Yuan Quande Liu Qiulin Wang Xintao Wang Ruimao Zhang Pengfei Wan Di Zhang Kun Gai VGen DiffM 37 10 0 08 Jan 2025
Towards Precise Scaling Laws for Video Diffusion Transformers Yuanyang Yin Yaqi Zhao Mingwu Zheng Ke Lin Jiarong Ou ... Pengfei Wan Di Zhang Baoqun Yin Wentao Zhang Kun Gai 124 2 0 03 Jan 2025
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM Yuqian Yuan Hang Zhang Wentong Li Zesen Cheng Boqiang Zhang ... Deli Zhao Wenqiao Zhang Yueting Zhuang Jianke Zhu Lidong Bing 74 5 0 31 Dec 2024
Mojito: Motion Trajectory and Intensity Control for Video Generation Xuehai He Shuohang Wang Jianwei Yang Xiaoxia Wu Yuhui Wang Kuan-Chieh Jackson Wang Z. Zhan Olatunji Ruwase Yelong Shen Qing Guo VGen 86 1 0 12 Dec 2024
Progress-Aware Video Frame Captioning Zihui Xue Joungbin An Xitong Yang Kristen Grauman 100 1 0 03 Dec 2024
WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model Zongjian Li Bin Lin Yang Ye Liuhan Chen Xinhua Cheng Shenghai Yuan Li-xin Yuan VGen DiffM 107 16 0 26 Nov 2024
ReWind: Understanding Long Videos with Instructed Learnable Memory Anxhelo Diko Tinghuai Wang Wassim Swaileh Shiyan Sun Ioannis Patras KELM VLM 77 0 0 23 Nov 2024
MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation Weijia Wu Mingyu Liu Zeyu Zhu Xi Xia Haoen Feng Wen Wang Kevin Qinghong Lin Chunhua Shen Mike Zheng Shou DiffM VGen 119 1 0 22 Nov 2024
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation Wenhao Wang Y. Yang VGen 47 3 0 05 Nov 2024
FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning Shiyu Hu Xuchen Li Zhaoxin Fan Jing Zhang Yipei Wang Xin Zhao Kang Hao Cheong VLM 26 1 0 20 Oct 2024
A Simple Approach to Unifying Diffusion-based Conditional Generation Xirui Li Charles Herrmann Kelvin C.K. Chan Yinxiao Li Deqing Sun Chao Ma Ming Yang DiffM VLM 43 1 0 15 Oct 2024
Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content Qiuheng Wang Yukai Shi Jiarong Ou R. J. Chen Ke Lin ... Mingwu Zheng Xin Tao Fei Yang Pengfei Wan Di Zhang VGen 88 18 0 10 Oct 2024
T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design Jiachen Li Qian Long Jian Zheng Xiaofeng Gao Robinson Piramuthu Wenhu Chen William Yang Wang VGen 29 22 0 08 Oct 2024
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark Wenhao Chai Enxin Song Y. Du Chenlin Meng Vashisht Madhavan Omer Bar-Tal Jeng-Neng Hwang Saining Xie Christopher D. Manning 3DV 84 25 0 04 Oct 2024
CyberHost: Taming Audio-driven Avatar Diffusion Model with Region Codebook Attention Gaojie Lin Jianwen Jiang Chao Liang Tianyun Zhong Jiaqi Yang Yanbo Zheng VGen DiffM 63 13 0 03 Sep 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer Zhuoyi Yang Jiayan Teng Wendi Zheng Ming Ding Shiyu Huang ... Weihan Wang Yean Cheng Xiaotao Gu Yuxiao Dong Jie Tang DiffM VGen 83 396 0 12 Aug 2024
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation Kepan Nan Rui Xie Penghao Zhou Tiehan Fan Zhenheng Yang Zhijie Chen Xiang Li Jian Yang Ying Tai 83 68 0 02 Jul 2024
Tarsier: Recipes for Training and Evaluating Large Video Description Models Jiawei Wang Liping Yuan Yuchen Zhang 44 52 0 30 Jun 2024
VideoVista: A Versatile Benchmark for Video Understanding and Reasoning Yunxin Li Xinyu Chen Baotian Hu Longyue Wang Haoyuan Shi Min-Ling Zhang MLLM LRM 50 25 0 17 Jun 2024
Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model Lu Xu Sijie Zhu Chunyuan Li Chia-Wen Kuo Fan Chen Xinyao Wang Guang Chen Dawei Du Ye Yuan Longyin Wen 36 4 0 15 Jun 2024
VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling Zeyue Tian Zhaoyang Liu Ruibin Yuan Jiahao Pan Xiaoqiang Huang Xu Tan Xu Tan Qifeng Chen Y. Guo VGen 102 16 0 06 Jun 2024
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 158 1,016 0 25 Nov 2023
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 160 441 0 14 Oct 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 270 4,244 0 30 Jan 2023
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 254 566 0 29 May 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval Huaishao Luo Lei Ji Ming Zhong Yang Chen Wen Lei Nan Duan Tianrui Li CLIP VLM 317 780 0 18 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,777 0 24 Feb 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 278 1,082 0 17 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,700 0 11 Feb 2021
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning Sangho Lee Jiwan Chung Youngjae Yu Gunhee Kim Thomas Breuel Gal Chechik Yale Song 71 45 0 26 Jan 2021