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ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation

12 April 2023

Xiao Liu

Yuxiao Dong

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Papers citing "ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation"

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Title
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 144 11 0 06 May 2025
Distribution-Conditional Generation: From Class Distribution to Creative Generation Fu Feng Yucheng Xie Xu Yang Jing Wang Xin Geng DiffM 79 0 0 06 May 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li Xin Gu Fan Chen X. Xing Longyin Wen Chong Chen Sijie Zhu DiffM 270 2 0 05 May 2025
Sailing by the Stars: A Survey on Reward Models and Learning Strategies for Learning from Rewards Xiaobao Wu LRM 240 5 0 05 May 2025
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT D. Jiang Ziyu Guo Renrui Zhang Zhuofan Zong Hao Li Le Zhuo Shilin Yan Pheng-Ann Heng Haoyang Li LRM 192 24 0 01 May 2025
AGHI-QA: A Subjective-Aligned Dataset and Metric for AI-Generated Human Images Yunhao Li Sijing Wu Wei Sun Zhichao Zhang Yucheng Zhu Zicheng Zhang Huiyu Duan Xiongkuo Min Guangtao Zhai EGVM 138 0 0 30 Apr 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 136 0 0 25 Apr 2025
FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation Zebin Yao Lujie Niu Huixing Jiang Chen Wei Fangkun Zhao Ruifan Li Fangxiang Feng DiffM 187 0 0 22 Apr 2025
Twin Co-Adaptive Dialogue for Progressive Image Generation Jun Wang Yangfan He Yan Zhong Xinyuan Song Jiayi Su ... Miao Zhang Keqin Li Jiaqi Chen Tianyu Shi Xueqian Wang 50 0 0 21 Apr 2025
LLM-Enabled Style and Content Regularization for Personalized Text-to-Image Generation Anran Yu Wei Feng Yanzhe Zhang Xiang Li Lei Meng Lei Wu Xiangxu Meng DiffM 59 0 0 19 Apr 2025
Multi-modal Knowledge Graph Generation with Semantics-enriched Prompts Yajing Xu Zhiqiang Liu Jiaoyan Chen Mingchen Tu Z. Chen Jeff Z. Pan Yichi Zhang Yushan Zhu Wen Zhang Ningyu Zhang 73 0 0 18 Apr 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis Jialuo Li Wenhao Chai Xingyu Fu Haiyang Xu Saining Xie MedIm 80 1 0 17 Apr 2025
Design Topological Materials by Reinforcement Fine-Tuned Generative Model Haosheng Xu Dongheng Qian Zhixuan Liu Yadong Jiang Jing Wang 58 1 0 17 Apr 2025
Anti-Aesthetics: Protecting Facial Privacy against Customized Text-to-Image Synthesis Songping Wang Yueming Lyu Shiqi Liu Ning Li Tong Tong Hao Sun Caifeng Shan PICV 141 0 0 16 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Yuanxing Zhang Bingqi Ma Lujundong Li D. Jiang Zhuofan Zong Y. Liu DiffM 109 0 0 15 Apr 2025
Diffusion Distillation With Direct Preference Optimization For Efficient 3D LiDAR Scene Completion An Zhao Shengyuan Zhang Ling Yang Ziyue Li Jiale Wu Haoran Xu AnYang Wei Perry Pengyun GU Lingyun Sun 88 0 0 15 Apr 2025
A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future Jialun Zhong Wei Shen Yanzeng Li Songyang Gao Hua Lu Yicheng Chen Yang Zhang Wei Zhou Jinjie Gu Lei Zou LRM 132 11 0 12 Apr 2025
Gen3DEval: Using vLLMs for Automatic Evaluation of Generated 3D Objects Shalini Maiti Lourdes Agapito Filippos Kokkinos 78 0 0 10 Apr 2025
SPF-Portrait: Towards Pure Text-to-Portrait Customization with Semantic Pollution-Free Fine-Tuning Xiaole Xian Zhichao Liao Qingyu Li Wenyu Qin Pengfei Wan Weicheng Xie Long Zeng Linlin Shen Pingfa Feng DiffM 156 0 0 01 Apr 2025
Sell It Before You Make It: Revolutionizing E-Commerce with Personalized AI-Generated Items Jianghao Lin Peng Du Jiaqi Liu Wenbo Li Yong Yu Weinan Zhang Yang Cao DiffM 88 1 0 28 Mar 2025
3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models Yize Zhang Mengchen Zhang Tong Wu Tengfei Wang Gordon Wetzstein Dahua Lin Ziwei Liu ELM 191 1 0 27 Mar 2025
Evaluating Text-to-Image Synthesis with a Conditional Fréchet Distance Jaywon Koo J. Hernandez Moayed Haji-Ali Ziyan Yang Vicente Ordonez EGVM 125 0 0 27 Mar 2025
Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy Yinan Sun Xiongkuo Min Zicheng Zhang Yixuan Gao Yuhang Cao Guangtao Zhai VLM 96 0 0 26 Mar 2025
Test-Time Reasoning Through Visual Human Preferences with VLMs and Soft Rewards Alexander Gambashidze Konstantin Sobolev Andrey Kuznetsov Ivan Oseledets VLM LRM 94 0 0 25 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 179 3 0 25 Mar 2025
TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation Yuheng Feng Jianhui Wang Kun Li Sida Li Tianyu Shi Haoyue Han Miao Zhang Xueqian Wang DiffM 491 0 0 22 Mar 2025
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers Hui Zhang Tingwei Gao Jie Shao Zuxuan Wu 117 2 0 20 Mar 2025
DPImageBench: A Unified Benchmark for Differentially Private Image Synthesis Chen Gong Kecen Li Zinan Lin Tianhao Wang 215 5 0 18 Mar 2025
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 463 0 0 17 Mar 2025
The Amazon Nova Family of Models: Technical Report and Model Card Amazon AGI Aaron Langford A. Shah Abhanshu Gupta Abhimanyu Bhatter ... Benjamin Biggs Benjamin Ott Bhanu Vinzamuri Bharath Venkatesh Bhavana Ganesh 26 21 0 17 Mar 2025
SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering Byeongjun Park Hyojun Go Hyelin Nam Byung-Hoon Kim Hyungjin Chung Changick Kim VGen LLMSV 117 1 0 15 Mar 2025
Fine-Tuning Diffusion Generative Models via Rich Preference Optimization Hanyang Zhao Haoxian Chen Yucheng Guo Genta Indra Winata Tingting Ou Ziyu Huang D. Yao Wenpin Tang 139 0 0 13 Mar 2025
Exploring Position Encoding in Diffusion U-Net for Training-free High-resolution Image Generation Feng Zhou Pu Cao Yiyang Ma Lu Yang Jianqin Yin DiffM 107 0 0 12 Mar 2025
Teaching LMMs for Image Quality Scoring and Interpreting Zicheng Zhang H. Wu Ziheng Jia Weisi Lin Guangtao Zhai 129 2 0 12 Mar 2025
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence Shangwen Zhu Han Zhang Zhantao Yang Qianyu Peng Zhao Pu Haoran Wang Fan Cheng DiffM 104 0 0 12 Mar 2025
Controlling Latent Diffusion Using Latent CLIP Jason Becker Chris Wendler Peter Baylies Robert West Christian Wressnegger DiffM VLM 85 0 0 11 Mar 2025
Aligning Text to Image in Diffusion Models is Easier Than You Think J. Lee Byunghee Cha Jeongsol Kim Jong Chul Ye 159 1 0 11 Mar 2025
Learning to Match Unpaired Data with Minimum Entropy Coupling Mustapha Bounoua Giulio Franzese Pietro Michiardi 122 0 0 11 Mar 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers Jiacheng Liu Chang Zou Yuanhuiyi Lyu Junjie Chen Linfeng Zhang DiffM 150 5 0 10 Mar 2025
WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation Yuwei Niu Munan Ning Mengren Zheng Weiyang Jin Bin Lin ... Jiaqi Liao Chaoran Feng Kunpeng Ning Bin Zhu Li Yuan EGVM 153 26 0 10 Mar 2025
Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model Lixue Gong Xiaoxia Hou Fanshi Li Liang Li Xiaochen Lian ... Qi Zhang Yuwei Zhang Shijia Zhao Jianchao Yang Weilin Huang DiffM VLM 118 14 0 10 Mar 2025
Text-to-3D Generation using Jensen-Shannon Score Distillation Khoi Do Binh-Son Hua DiffM 92 0 0 08 Mar 2025
Predicting Team Performance from Communications in Simulated Search-and-Rescue Ali Jalal-Kamali Nikolos Gurney David Pynadath AI4TS 191 14 0 05 Mar 2025
Evaluating and Predicting Distorted Human Body Parts for Generated Images Lu Ma Kaibo Cao Hao Liang Jiaxin Lin Zhiyu Li Yuhong Liu Jihong Zhang Wentao Zhang Tengjiao Wang MedIm 97 0 0 02 Mar 2025
A Simple and Effective Reinforcement Learning Method for Text-to-Image Diffusion Fine-tuning Shashank Gupta Chaitanya Ahuja Tsung-Yu Lin Sreya Dutta Roy Harrie Oosterhuis Maarten de Rijke Satya Narayan Shukla 119 2 0 02 Mar 2025
WorldModelBench: Judging Video Generation Models As World Models Dacheng Li Yunhao Fang Yukang Chen Shuo Yang Shiyi Cao ... Hongxu Yin Joseph E. Gonzalez Ion Stoica Enze Xie Yaojie Lu VGen 108 7 0 28 Feb 2025
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces Rashid Mushkani Shravan Nayak Hugo Berard Allison Cohen Shin Koseki Hadrien Bertrand 109 3 0 27 Feb 2025
M3-AGIQA: Multimodal, Multi-Round, Multi-Aspect AI-Generated Image Quality Assessment Chuan Cui Kejiang Chen Zhihua Wei Wen Shen Weinan Zhang Nenghai Yu EGVM 147 0 0 21 Feb 2025
Text-to-Image Rectified Flow as Plug-and-Play Priors Xiaofeng Yang Cheng Chen Xulei Yang Fayao Liu Guosheng Lin DiffM 135 7 0 21 Feb 2025
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation Minghao Fu Guo-Hua Wang Liangfu Cao Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 92 0 0 18 Feb 2025