v1v2v3v4 (latest)

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

12 April 2023

Xiao Liu

Yuxiao Dong

ArXiv (abs)PDF HTML Github (1412★)

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

21 / 271 papers shown

Title
A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions Tianyi Zhang Zheng Wang Jin Huang M. M. Tasnim Wei Shi VLM 92 22 0 25 Aug 2023
Composite Diffusion \| whole >= Σparts Vikram Jamwal S. Ramaneswaran DiffM 66 0 0 25 Jul 2023
GenAssist: Making Image Generation Accessible Mina Huh Yi-Hao Peng Amy Pavel DiffM 64 34 0 14 Jul 2023
AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: from the Perspectives of Quality, Authenticity and Correspondence Jiarui Wang Huiyu Duan Jing Liu S. Chen Xiongkuo Min Guangtao Zhai EGVM 98 60 0 01 Jul 2023
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback Shenghuan Sun Gregory M. Goldgof A. Butte Ahmed Alaa MedIm 70 14 0 16 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 138 316 0 15 Jun 2023
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations Kailas Vodrahalli James Zou 59 7 0 13 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
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards Alexandre Ramé Guillaume Couairon Mustafa Shukor Corentin Dancette Jean-Baptiste Gaya Laure Soulier Matthieu Cord MoMe 120 158 0 07 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 183 56 0 07 Jun 2023
StyleDrop: Text-to-Image Generation in Any Style Kihyuk Sohn Nataniel Ruiz Kimin Lee Daniel Castro Chin Irina Blok ... Yuanzhen Li Yuan Hao Irfan Essa Michael Rubinstein Dilip Krishnan 70 152 0 01 Jun 2023
Cocktail: Mixing Multi-Modality Controls for Text-Conditional Image Generation Minghui Hu Jianbin Zheng Daqing Liu Chuanxia Zheng Chaoyue Wang Dacheng Tao Tat-Jen Cham DiffM 78 9 0 01 Jun 2023
RealignDiff: Boosting Text-to-Image Diffusion Model with Coarse-to-fine Semantic Re-alignment Guian Fang Zutao Jiang Jianhua Han Guangsong Lu Hang Xu Shengcai Liao Xiaodan Liang EGVM 69 1 0 31 May 2023
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models Shuai Zhao Xiaohan Wang Linchao Zhu Yezhou Yang VLM 111 23 0 29 May 2023
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models Ying Fan Olivia Watkins Yuqing Du Hao Liu Moonkyung Ryu Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh Kangwook Lee Kimin Lee 167 167 0 25 May 2023
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection Shyamgopal Karthik Karsten Roth Massimiliano Mancini Zeynep Akata 91 21 0 22 May 2023
Training Diffusion Models with Reinforcement Learning Kevin Black Michael Janner Yilun Du Ilya Kostrikov Sergey Levine EGVM 158 379 0 22 May 2023
Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? Zheng Li Yuxuan Li Penghai Zhao Renjie Song Xiang Li Jian Yang 99 20 0 22 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 132 96 0 19 May 2023
X-IQE: eXplainable Image Quality Evaluation for Text-to-Image Generation with Visual Large Language Models Yixiong Chen Li Liu C. Ding 75 22 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 235 420 0 02 May 2023