Title
Breaking Annotation Barriers: Generalized Video Quality Assessment via Ranking-based Self-Supervision Linhan Cao Wei Sun Kaiwei Zhang Yicong Peng Guangtao Zhai Xiongkuo Min 135 0 0 06 May 2025
A Survey of AI-Generated Video Evaluation Xiao Liu Xinhao Xiang Zizhong Li Yongheng Wang Zhuoheng Li Zhuosheng Liu Weidi Zhang Weiqi Ye Jiawei Zhang EGVM 67 4 0 24 Oct 2024
LLaVA-OneVision: Easy Visual Task Transfer Bo Li Yuanhan Zhang Dong Guo Renrui Zhang Feng Li Hao Zhang Kaichen Zhang Yanwei Li Ziwei Liu Chunyuan Li MLLM SyDa VLM 174 865 0 06 Aug 2024
LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Feng Li Renrui Zhang Hao Zhang Yuanhan Zhang Bo Li Wei Li Zejun Ma Chunyuan Li MLLM VLM 152 233 0 10 Jul 2024
Large Multi-modality Model Assisted AI-Generated Image Quality Assessment Puyi Wang Wei Sun Zicheng Zhang Jun Jia Yanwei Jiang Zhichao Zhang Xiongkuo Min Guangtao Zhai EGVM 91 13 0 27 Apr 2024
MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators Shenghai Yuan Jinfa Huang Yujun Shi Yongqi Xu Ruijie Zhu Bin Lin Xinhua Cheng Li-xin Yuan Jiebo Luo VGen 180 36 0 07 Apr 2024
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text Roberto Henschel Levon Khachatryan Daniil Hayrapetyan Hayk Poghosyan Vahram Tadevosyan Zhangyang Wang Shant Navasardyan Humphrey Shi DiffM VGen 241 89 0 21 Mar 2024
Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation Joseph Cho Fachrina Dewi Puspitasari Sheng Zheng Jingyao Zheng Lik-Hang Lee Tae-Ho Kim Choong Seon Hong Chaoning Zhang EGVM VGen 109 43 0 08 Mar 2024
Genie: Generative Interactive Environments Jake Bruce Michael Dennis Ashley D. Edwards Jack Parker-Holder Yuge Shi ... Konrad Zolna Jeff Clune Nando de Freitas Satinder Singh Tim Rocktaschel VGen VLM 164 188 0 23 Feb 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models Haoxin Chen Yong Zhang Xiaodong Cun Menghan Xia Xintao Wang Chao-Liang Weng Ying Shan VGen DiffM 264 323 0 17 Jan 2024
Latte: Latent Diffusion Transformer for Video Generation Xin Ma Yaohui Wang Gengyun Jia Xinyuan Chen Ziqiang Liu Yuan-Fang Li Cunjian Chen Yu Qiao DiffM VGen 291 280 0 05 Jan 2024
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels Haoning Wu Zicheng Zhang Weixia Zhang Chaofeng Chen Liang Liao ... Wenxiu Sun Qiong Yan Xiongkuo Min Guangtao Zhai Weisi Lin 90 163 0 28 Dec 2023
VILA: On Pre-training for Visual Language Models Ji Lin Hongxu Yin Ming-Yu Liu Yao Lu Pavlo Molchanov Andrew Tao Huizi Mao Jan Kautz Mohammad Shoeybi Song Han MLLM VLM 187 430 0 12 Dec 2023
VBench: Comprehensive Benchmark Suite for Video Generative Models Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 209 451 0 29 Nov 2023
LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models Yanwei Li Chengyao Wang Jiaya Jia VLM MLLM 101 301 0 28 Nov 2023
Make Pixels Dance: High-Dynamic Video Generation Yan Zeng Guoqiang Wei Jiani Zheng Jiaxin Zou Yang Wei Yuchen Zhang Hang Li DiffM VGen 90 102 0 18 Nov 2023
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation Yuanxin Liu Lei Li Shuhuai Ren Rundong Gao Shicheng Li Sishuo Chen Xu Sun Lu Hou VGen 69 70 0 03 Nov 2023
VideoCrafter1: Open Diffusion Models for High-Quality Video Generation Haoxin Chen Menghan Xia Yin-Yin He Yong Zhang Xiaodong Cun ... Yaofang Liu Qifeng Chen Xintao Wang Chao-Liang Weng Ying Shan DiffM 111 314 0 30 Oct 2023
EvalCrafter: Benchmarking and Evaluating Large Video Generation Models Yaofang Liu Xiaodong Cun Xuebo Liu Xintao Wang Yong Zhang Haoxin Chen Yang Liu Tieyong Zeng Raymond H. F. Chan Ying Shan VGen EGVM 128 144 0 17 Oct 2023
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models Wei Sun Wen Wen Xiongkuo Min Long Lan Guangtao Zhai Kede Ma 91 26 0 26 Jul 2023
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning Yuwei Guo Ceyuan Yang Anyi Rao Zhengyang Liang Yaohui Wang Yu Qiao Maneesh Agrawala Dahua Lin Bo Dai VGen 174 883 0 10 Jul 2023
Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models Muhammad Maaz H. Rasheed Salman Khan Fahad Shahbaz Khan MLLM 166 662 0 08 Jun 2023
AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment Chunyi Li Zicheng Zhang Haoning Wu Wei Sun Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin EGVM 82 124 0 07 Jun 2023
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 265 420 0 02 May 2023
AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation Zerui Li Zuo-Liang Zhu Linghao Han Qibin Hou Chunle Guo Ming-Ming Cheng 101 108 0 19 Apr 2023
VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking Limin Wang Bingkun Huang Zhiyu Zhao Zhan Tong Yinan He Yi Wang Yali Wang Yu Qiao VGen 160 364 0 29 Mar 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang Guangtao Zhai Ying Wei Xiaokang Yang Kede Ma VLM 112 186 0 27 Mar 2023
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators Levon Khachatryan A. Movsisyan Vahram Tadevosyan Roberto Henschel Zhangyang Wang Shant Navasardyan Humphrey Shi VGen 119 581 0 23 Mar 2023
NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation Sheng-Siang Yin Chenfei Wu Huan Yang Jianfeng Wang Xiaodong Wang ... Gong Ming Lijuan Wang Zicheng Liu Houqiang Li Nan Duan VGen 91 137 0 22 Mar 2023
Structure and Content-Guided Video Synthesis with Diffusion Models Patrick Esser Johnathan Chiu Parmida Atighehchian Jonathan Granskog Anastasis Germanidis DiffM VGen 200 539 0 06 Feb 2023
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation Jay Zhangjie Wu Yixiao Ge Xintao Wang Weixian Lei Yuchao Gu Yufei Shi Wynne Hsu Ying Shan Xiaohu Qie Mike Zheng Shou VGen 192 754 0 22 Dec 2022
Reproducible scaling laws for contrastive language-image learning Mehdi Cherti Romain Beaumont Ross Wightman Mitchell Wortsman Gabriel Ilharco Cade Gordon Christoph Schuhmann Ludwig Schmidt J. Jitsev VLM CLIP 150 825 0 14 Dec 2022
InternVideo: General Video Foundation Models via Generative and Discriminative Learning Yi Wang Kunchang Li Yizhuo Li Yinan He Bingkun Huang ... Junting Pan Jiashuo Yu Yali Wang Limin Wang Yu Qiao VLM VGen 193 332 0 06 Dec 2022
Latent Video Diffusion Models for High-Fidelity Long Video Generation Yin-Yin He Tianyu Yang Yong Zhang Ying Shan Qifeng Chen DiffM VGen 114 243 0 23 Nov 2022
MagicVideo: Efficient Video Generation With Latent Diffusion Models Daquan Zhou Weimin Wang Hanshu Yan Weiwei Lv Yizhe Zhu Jiashi Feng DiffM VGen 131 391 0 20 Nov 2022
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives Haoning Wu Erli Zhang Liang Liao Chaofeng Chen Jingwen Hou Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 91 171 0 09 Nov 2022
Phenaki: Variable Length Video Generation From Open Domain Textual Description Ruben Villegas Mohammad Babaeizadeh Pieter-Jan Kindermans Hernan Moraldo Han Zhang M. Saffar Santiago Castro Julius Kunze D. Erhan DiffM VGen 173 396 0 05 Oct 2022
Imagen Video: High Definition Video Generation with Diffusion Models Jonathan Ho William Chan Chitwan Saharia Jay Whang Ruiqi Gao ... Diederik P. Kingma Ben Poole Mohammad Norouzi David J. Fleet Tim Salimans VGen 212 1,550 0 05 Oct 2022
Make-A-Video: Text-to-Video Generation without Text-Video Data Uriel Singer Adam Polyak Thomas Hayes Xiaoyue Yin Jie An ... Oron Ashual Oran Gafni Devi Parikh Sonal Gupta Yaniv Taigman DiffM VGen 132 1,441 0 29 Sep 2022
Exploring CLIP for Assessing the Look and Feel of Images Jianyi Wang Kelvin C. K. Chan Chen Change Loy VLM 174 586 0 25 Jul 2022
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis Chenfei Wu Jian Liang Xiaowei Hu Zhe Gan Jianfeng Wang Lijuan Wang Zicheng Liu Yuejian Fang Nan Duan VGen 89 74 0 20 Jul 2022
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling Haoning Wu Chaofeng Chen Jingwen Hou Liang Liao Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 146 181 0 06 Jul 2022
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 380 633 0 29 May 2022
A Deep Learning based No-reference Quality Assessment Model for UGC Videos Wei Sun Xiongkuo Min Wei Lu Guangtao Zhai 101 174 0 29 Apr 2022
FineDiving: A Fine-grained Dataset for Procedure-aware Action Quality Assessment Jinglin Xu Yongming Rao Xumin Yu Guangyi Chen Jie Zhou Jiwen Lu 84 97 0 07 Apr 2022
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer Songwei Ge Thomas Hayes Harry Yang Xiaoyue Yin Guan Pang David Jacobs Jia-Bin Huang Devi Parikh ViT 185 223 0 07 Apr 2022
Video Diffusion Models Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 427 1,650 0 07 Apr 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 591 4,444 0 28 Jan 2022
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion Chenfei Wu Jian Liang Lei Ji Fan Yang Yuejian Fang Daxin Jiang Nan Duan ViT VGen 88 296 0 24 Nov 2021
Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception Bowen Li Weixia Zhang Meng Tian Guangtao Zhai Xianpei Wang 106 125 0 19 Aug 2021