Title
Multi-Metric Preference Alignment for Generative Speech Restoration Junan Zhang Xueyao Zhang Jing Yang Yuancheng Wang Fan Fan Zhizheng Wu 144 5 0 24 Aug 2025
FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation Mengchao Wang Qiang Wang Fan Jiang Mu Xu EGVM VGen 105 1 0 15 Aug 2025
V.I.P. : Iterative Online Preference Distillation for Efficient Video Diffusion Models Jisoo Kim Wooseok Seo Junwan Kim Seungho Park Sooyeon Park Youngjae Yu VGen 179 1 0 05 Aug 2025
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Junzhe Li Yutao Cui Tao Huang Yinping Ma Chun-Kai Fan Miles Yang Zhao Zhong 215 39 0 29 Jul 2025
Reinforcement Learning for Flow-Matching Policies Samuel Pfrommer Yixiao Huang Somayeh Sojoudi 105 4 0 20 Jul 2025
Seedance 1.0: Exploring the Boundaries of Video Generation Models Yu Gao Haoyuan Guo Tuyen Hoang Weilin Huang Lu Jiang ... Yang Zhao Xiaozheng Zheng Peihao Zhu Jiaxin Zou Feilong Zuo DiffM VGen VLM 232 91 0 01 Jul 2025
DreamCS: Geometry-Aware Text-to-3D Generation with Unpaired 3D Reward Supervision Xiandong Zou Ruihao Xia Hongsong Wang Pan Zhou AI4TS 273 2 0 11 Jun 2025
ContentV: Efficient Training of Video Generation Models with Limited Compute Wenfeng Lin Renjie Chen Boyuan Liu Shiyue Yan Ruoyu Feng ... Chao Feng Jiao Ran Qi Wu Zuotao Liu Mingyu Guo VGen 414 2 0 05 Jun 2025
DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models Ziyi Wu Vidit Goel Ivan Skorokhodov Willi Menapace Ashkan Mirzaei Igor Gilitschenski Sergey Tulyakov Aliaksandr Siarohin DiffM VGen 340 9 0 04 Jun 2025
Hallo4: High-Fidelity Dynamic Portrait Animation via Direct Preference Optimization Jiahao Cui Yan Chen Mingwang Xu Hanlin Shang Yuxuan Chen Yun Zhan Zilong Dong Yao Yao Jingdong Wang Siyu Zhu DiffM VGen 480 8 0 29 May 2025
SDPO: Importance-Sampled Direct Preference Optimization for Stable Diffusion Training Xiaomeng Yang Zhiyu Tan Junyan Wang Zhijian Zhou Hao Li 259 0 0 28 May 2025
InfLVG: Reinforce Inference-Time Consistent Long Video Generation with GRPO Xueji Fang Liyuan Ma Zhiyang Chen Mingyuan Zhou Guo-Jun Qi VGen 519 6 0 23 May 2025
Scaling Image and Video Generation via Test-Time Evolutionary Search Haoran He Jiajun Liang X. Wang Pengfei Wan Di Zhang Kun Gai Ling Pan DiffM 351 7 0 23 May 2025
DanceGRPO: Unleashing GRPO on Visual Generation Zeyue Xue Jie Wu Yu Gao Fangyuan Kong Lingting Zhu ... Zhiheng Liu Wei Liu Qiushan Guo Weilin Huang Ping Luo EGVM VGen 519 127 0 12 May 2025
Flow-GRPO: Training Flow Matching Models via Online RL Jie Liu Gongye Liu Jiajun Liang Yongqian Li Jiaheng Liu Xinyu Wang Pengfei Wan Di Zhang Wanli Ouyang AI4CE 771 156 0 08 May 2025
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning Yibin Wang Zhimin Li Yuhang Zang Chunyu Wang Qinglin Lu Cheng Jin Jinqiao Wang LRM 422 38 0 06 May 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning Le Zhuo Liangbing Zhao Sayak Paul Yue Liao Renrui Zhang Yi Xin Shiyang Feng Mohamed Elhoseiny Haoyang Li VLM 338 26 0 22 Apr 2025
SkyReels-V2: Infinite-length Film Generative Model Guibin Chen D. Lin Jiangping Yang Chunze Lin J. Zhu ... Di Qiu Debang Li Zhengcong Fei Yang Li Yahui Zhou DiffM VGen 446 72 0 17 Apr 2025
Aligning Anime Video Generation with Human Feedback Bingwen Zhu Yudong Jiang Baohan Xu Siqian Yang Mingyu Yin Yidi Wu Huyang Sun Zuxuan Wu EGVM VGen 325 4 0 14 Apr 2025
DreamFuse: Adaptive Image Fusion with Diffusion Transformer Junjia Huang Pengxiang Yan Jiyang Liu Jie Wu Zhao Wang Yitong Wang Guanbin Li G. Li 174 5 0 11 Apr 2025
VideoGen-Eval: Agent-based System for Video Generation Evaluation Yuhang Yang Ke Fan Siyang Song Hongxiang Li Ailing Zeng FeiLin Han Wei-dong Zhai Wen Liu Yang Cao Zheng-jun Zha EGVM VGen 369 7 0 30 Mar 2025
DSO: Aligning 3D Generators with Simulation Feedback for Physical Soundness Ruining Li Chuanxia Zheng Christian Rupprecht Andrea Vedaldi 322 10 0 28 Mar 2025
Exploring the Evolution of Physics Cognition in Video Generation: A Survey Minghui Lin Xiang Wang Longji Xu Shu Wang Fengqi Dai ... Cunxiang Wang Zhengrong Zuo Nong Sang Siteng Huang Donglin Wang EGVM VGen 359 19 0 27 Mar 2025
MoEdit: On Learning Quantity Perception for Multi-object Image EditingComputer Vision and Pattern Recognition (CVPR), 2025 Yanfeng Li Kahou Chan Yue Sun C. Lam Tong Tong Zitong Yu Keren Fu Xiaohong Liu Tao Tan DiffM 310 3 0 13 Mar 2025
Unified Reward Model for Multimodal Understanding and Generation Yibin Wang Yuhang Zang Hao Li Cheng Jin Jiadong Wang EGVM 375 73 0 07 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 646 456 0 31 Dec 2024
OnlineVPO: Align Video Diffusion Model with Online Video-Centric Preference Optimization Jiacheng Zhang Jie Wu Weifeng Chen Yatai Ji Xuefeng Xiao Weilin Huang Kai Han VGen 222 29 0 19 Dec 2024
VideoDPO: Omni-Preference Alignment for Video Diffusion GenerationComputer Vision and Pattern Recognition (CVPR), 2024 Runtao Liu Haoyu Wu Zheng Ziqiang Chen Wei Yingqing He Renjie Pi Qifeng Chen VGen 280 60 0 18 Dec 2024
Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback Hiroki Furuta Heiga Zen Dale Schuurmans Aleksandra Faust Y. Matsuo Percy Liang Sherry Yang VGen EGVM 307 31 0 03 Dec 2024
WorldSimBench: Towards Video Generation Models as World Simulators Yiran Qin Zhelun Shi Jiwen Yu Xijun Wang Enshen Zhou ... Lu Sheng Jing Shao Junlin Wu Wanli Ouyang Ruimao Zhang EGVM VGen 480 774 0 23 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 Y. Wang VGen 343 45 0 08 Oct 2024
Training-free Diffusion Model Alignment with Sampling DemonsInternational Conference on Learning Representations (ICLR), 2024 Po-Hung Yeh Kuang-Huei Lee Jun-Cheng Chen 248 16 0 08 Oct 2024
Reward Learning From Preference With Ties Jinsong Liu Dongdong Ge Ruihao Zhu 165 7 0 05 Oct 2024
HelpSteer2-Preference: Complementing Ratings with PreferencesInternational Conference on Learning Representations (ICLR), 2024 Zhilin Wang Alexander Bukharin Olivier Delalleau Daniel Egert Gerald Shen Jiaqi Zeng Oleksii Kuchaiev Yi Dong ALM 428 99 0 02 Oct 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Bo Han 431 22 0 11 Sep 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 283 194 0 29 Aug 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert TransformerInternational Conference on Learning Representations (ICLR), 2024 Zhuoyi Yang Jiayan Teng Wendi Zheng Ming Ding Shiyu Huang ... Weihan Wang Yean Cheng Xiaotao Gu Yuxiao Dong Jie Tang DiffM VGen 831 1,238 0 12 Aug 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 264 115 0 21 Jun 2024
HelpSteer2: Open-source dataset for training top-performing reward models Zhilin Wang Yi Dong Olivier Delalleau Jiaqi Zeng Gerald Shen Daniel Egert Jimmy J. Zhang Makesh Narsimhan Sreedhar Oleksii Kuchaiev AI4TS 291 159 0 12 Jun 2024
GenAI Arena: An Open Evaluation Platform for Generative ModelsNeural Information Processing Systems (NeurIPS), 2024 Dongfu Jiang Max Ku Tianle Li Yuansheng Ni Shizhuo Sun Rongqi Fan Wenhu Chen EGVM 400 45 0 06 Jun 2024
Learning Multi-dimensional Human Preference for Text-to-Image GenerationComputer Vision and Pattern Recognition (CVPR), 2024 Sixian Zhang Bohan Wang Junqiang Wu Yan Li Yan Li Chen Zhang Zhongyuan Wang EGVM 229 75 0 23 May 2024
RewardBench: Evaluating Reward Models for Language Modeling Nathan Lambert Valentina Pyatkin Jacob Morrison Lester James V. Miranda Bill Yuchen Lin ... Sachin Kumar Tom Zick Yejin Choi Noah A. Smith Hanna Hajishirzi ALM 448 327 0 20 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 1.9K 2,644 0 05 Mar 2024
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning Zicheng Lin Zhibin Gou Tian Liang Ruilin Luo Haowei Liu Yujiu Yang LRM 386 78 0 22 Feb 2024
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation Huizhuo Yuan Zixiang Chen Kaixuan Ji Quanquan Gu 203 59 0 15 Feb 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Haoxin Chen Yong Zhang Xiaodong Cun Menghan Xia Xintao Wang Chao-Liang Weng Ying Shan VGen DiffM 405 481 0 17 Jan 2024
Rich Human Feedback for Text-to-Image GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Youwei Liang Junfeng He Gang Li Peizhao Li Arseniy Klimovskiy ... Yiwen Luo Yang Li Kai Kohlhoff Deepak Ramachandran Vidhya Navalpakkam EGVM 265 129 0 15 Dec 2023
VILA: On Pre-training for Visual Language ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Ji Lin Hongxu Yin Ming-Yu Liu Yao Lu Pavlo Molchanov Andrew Tao Huizi Mao Jan Kautz Mohammad Shoeybi Song Han MLLM VLM 583 661 0 12 Dec 2023
VBench: Comprehensive Benchmark Suite for Video Generative ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 446 921 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 889 1,901 0 25 Nov 2023

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Improving Video Generation with Human Feedback

Papers citing "Improving Video Generation with Human Feedback"