Title
Anyprefer: An Agentic Framework for Preference Data Synthesis Yiyang Zhou Zhaoxiang Wang Tianle Wang Shangyu Xing Peng Xia ... Chetan Bansal Weitong Zhang Ying Wei Joey Tianyi Zhou Huaxiu Yao 98 2 0 27 Apr 2025
MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding S. Han Peng Xia Ruiyi Zhang Tong Sun Yun Li Hongtu Zhu Huaxiu Yao VLM 156 6 0 18 Mar 2025
Open-Sora: Democratizing Efficient Video Production for All Zangwei Zheng Xiangyu Peng Tianji Yang Chenhui Shen Shenggui Li Hongxin Liu Yukun Zhou Tianyi Li Yang You VGen 138 238 0 31 Dec 2024
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Zhiwen Chen Francesco Pinto Minzhou Pan Bo Li 92 5 0 09 Dec 2024
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization Kangyu Zhu Peng Xia Yun Li Hongtu Zhu Sheng Wang Huaxiu Yao 135 3 0 09 Dec 2024
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment Chenhang Cui An Zhang Yiyang Zhou Zhaorun Chen Gelei Deng Huaxiu Yao Tat-Seng Chua 123 5 0 18 Oct 2024
Preference Optimization with Multi-Sample Comparisons Chaoqi Wang Zhuokai Zhao Chen Zhu Karthik Abinav Sankararaman Michal Valko ... Zhaorun Chen Madian Khabsa Yuxin Chen Hao Ma Sinong Wang 105 10 0 16 Oct 2024
CogVLM2: Visual Language Models for Image and Video Understanding Wenyi Hong Weihan Wang Ming Ding Wenmeng Yu Qingsong Lv ... Debing Liu Bin Xu Juanzi Li Yuxiao Dong Jie Tang VLM MLLM 84 107 0 29 Aug 2024
VidGen-1M: A Large-Scale Dataset for Text-to-video Generation Zhiyu Tan Xiaomeng Yang Luozheng Qin Hao Li VGen 74 21 0 05 Aug 2024
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation? Zhaorun Chen Yichao Du Zichen Wen Yiyang Zhou Chenhang Cui ... Jiawei Zhou Zhuokai Zhao Rafael Rafailov Chelsea Finn Huaxiu Yao EGVM MLLM 89 33 0 05 Jul 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 132 84 0 02 Jul 2024
VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation Xuan He Dongfu Jiang Ge Zhang Max Ku Achint Soni ... Yaswanth Narsupalli Rongqi Fan Zhiheng Lyu Yuchen Lin Wenhu Chen EGVM VGen ALM 91 51 0 21 Jun 2024
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset Josef Dai Tianle Chen Xuyao Wang Ziran Yang Taiye Chen Yalan Qin Yaodong Yang EGVM VGen 46 8 0 20 Jun 2024
Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts Haoxiang Wang Wei Xiong Tengyang Xie Han Zhao Tong Zhang 88 166 0 18 Jun 2024
GenAI Arena: An Open Evaluation Platform for Generative Models Dongfu Jiang Max Ku Tianle Li Yuansheng Ni Shizhuo Sun Rongqi Fan Wenhu Chen EGVM 77 21 0 06 Jun 2024
Calibrated Self-Rewarding Vision Language Models Yiyang Zhou Zhiyuan Fan Dongjie Cheng Sihan Yang Zhaorun Chen Chenhang Cui Xiyao Wang Yun Li Linjun Zhang Huaxiu Yao VLM 94 32 0 23 May 2024
Chameleon: Mixed-Modal Early-Fusion Foundation Models Chameleon Team MLLM 174 307 0 16 May 2024
Sora Detector: A Unified Hallucination Detection for Large Text-to-Video Models Zhixuan Chu Lei Zhang Yichen Sun Siqiao Xue Peng Kuang Zhan Qin Kui Ren HILM EGVM 34 14 0 07 May 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models Wenhao Wang Yi Yang VGen DiffM 84 33 0 10 Mar 2024
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding Zhaorun Chen Zhuokai Zhao Hongyin Luo Huaxiu Yao Bo Li Jiawei Zhou MLLM 74 71 0 01 Mar 2024
AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition Zhaorun Chen Zhuokai Zhao Zhihong Zhu Ruiqi Zhang Xiang Li Bhiksha Raj Huaxiu Yao LRM 59 28 0 18 Feb 2024
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark Dongping Chen Ruoxi Chen Shilin Zhang Yinuo Liu Yaochen Wang Huichi Zhou Qihui Zhang Yao Wan Pan Zhou Lichao Sun ELM 51 116 0 07 Feb 2024
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences Xiyao Wang Yuhang Zhou Xiaoyu Liu Hongjin Lu Yuancheng Xu ... Taixi Lu Gedas Bertasius Mohit Bansal Huaxiu Yao Furong Huang LRM VLM 123 74 0 19 Jan 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 194 308 0 17 Jan 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Zhe Chen Jiannan Wu Wenhai Wang Weijie Su Guo Chen ... Bin Li Ping Luo Tong Lu Yu Qiao Jifeng Dai VLM MLLM 237 1,114 0 21 Dec 2023
Diffusion Reward: Learning Rewards via Conditional Video Diffusion Tao Huang Guangqi Jiang Yanjie Ze Huazhe Xu VGen 89 25 0 21 Dec 2023
InstructVideo: Instructing Video Diffusion Models with Human Feedback Hangjie Yuan Shiwei Zhang Xiang Wang Yujie Wei Tao Feng Yining Pan Yingya Zhang Ziwei Liu Samuel Albanie Dong Ni VGen 67 46 0 19 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 164 411 0 29 Nov 2023
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 254 1,146 0 25 Nov 2023
Diffusion Model Alignment Using Direct Preference Optimization Bram Wallace Meihua Dang Rafael Rafailov Linqi Zhou Aaron Lou Senthil Purushwalkam Stefano Ermon Caiming Xiong Shafiq Joty Nikhil Naik EGVM 108 266 0 21 Nov 2023
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models Wei Ping Weixin Chen Hengzhi Pei Chulin Xie Mintong Kang ... Zinan Lin Yuk-Kit Cheng Sanmi Koyejo D. Song Yue Liu 93 414 0 20 Jun 2023
Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis Xiaoshi Wu Yiming Hao Keqiang Sun Yixiong Chen Feng Zhu Rui Zhao Hongsheng Li 80 289 0 15 Jun 2023
Video Prediction Models as Rewards for Reinforcement Learning Alejandro Escontrela Ademi Adeniji Wilson Yan Ajay Jain Xue Bin Peng Ken Goldberg Youngwoon Lee Danijar Hafner Pieter Abbeel 58 57 0 23 May 2023
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks Wen Wang Zhe Chen Xiaokang Chen Jiannan Wu Xizhou Zhu ... Ping Luo Tong Lu Jie Zhou Yu Qiao Jifeng Dai MLLM VLM 66 487 0 18 May 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 205 396 0 02 May 2023
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 299 606 0 29 May 2022
Mixture-of-Experts with Expert Choice Routing Yan-Quan Zhou Tao Lei Han-Chu Liu Nan Du Yanping Huang Vincent Zhao Andrew M. Dai Zhifeng Chen Quoc V. Le James Laudon MoE 284 355 0 18 Feb 2022
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models Jaemin Cho Abhaysinh Zala Joey Tianyi Zhou ViT 171 187 0 08 Feb 2022
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Dmytro Okhonko Armen Aghajanyan Florian Metze Luke Zettlemoyer Florian Metze Luke Zettlemoyer Christoph Feichtenhofer CLIP VLM 309 578 0 28 Sep 2021
One TTS Alignment To Rule Them All Rohan Badlani A. Lancucki Kevin J. Shih Rafael Valle Ming-Yu Liu Bryan Catanzaro 66 84 0 23 Aug 2021
Associating Objects with Transformers for Video Object Segmentation Zongxin Yang Yunchao Wei Yi Yang 82 290 0 04 Jun 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 900 29,372 0 26 Feb 2021
FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding Dian Shao Yue Zhao Bo Dai Dahua Lin 55 329 0 14 Apr 2020
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 460 1,727 0 18 Sep 2019
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 91 728 0 03 Dec 2018
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 248 2,643 0 23 Jan 2017