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

12 April 2023

Xiao Liu

Yuxiao Dong

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

50 / 226 papers shown

Title
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models Sang-Sub Jang Jaehyeong Jo Kimin Lee Sung Ju Hwang 21 15 0 05 Apr 2024
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching Dongzhi Jiang Guanglu Song Xiaoshi Wu Renrui Zhang Dazhong Shen Zhuofan Zong Yu Liu Hongsheng Li VLM 30 20 0 04 Apr 2024
On the Scalability of Diffusion-based Text-to-Image Generation Hao Li Yang Zou Ying Wang Orchid Majumder Yusheng Xie R. Manmatha Ashwin Swaminathan Zhuowen Tu Stefano Ermon Stefano Soatto 56 20 0 03 Apr 2024
Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models Kyuyoung Kim Jongheon Jeong Minyong An Mohammad Ghavamzadeh Krishnamurthy Dvijotham Jinwoo Shin Kimin Lee EGVM 29 6 0 02 Apr 2024
Evaluating Text-to-Visual Generation with Image-to-Text Generation Zhiqiu Lin Deepak Pathak Baiqi Li Jiayao Li Xide Xia Graham Neubig Pengchuan Zhang Deva Ramanan EGVM 37 127 0 01 Apr 2024
Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation Yixin Wan Arjun Subramonian Anaelia Ovalle Zongyu Lin Ashima Suvarna Christina Chance Hritik Bansal Rebecca Pattichis Kai-Wei Chang EGVM 42 27 0 01 Apr 2024
AAPMT: AGI Assessment Through Prompt and Metric Transformer Benhao Huang EGVM 19 0 0 28 Mar 2024
Bringing Textual Prompt to AI-Generated Image Quality Assessment Bowen Qu Haohui Li Wei-Nan Gao EGVM 24 5 0 27 Mar 2024
FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models Lin Zhao Tianchen Zhao Zinan Lin Xuefei Ning Guohao Dai Huazhong Yang Yu Wang EGVM 47 7 0 25 Mar 2024
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs Yihong Luo Xiaolong Chen Xinghua Qu Jing Tang 51 6 0 19 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Yang Wang EGVM 21 11 0 16 Mar 2024
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data Jialu Li Jaemin Cho Yi-Lin Sung Jaehong Yoon Mohit Bansal MoMe DiffM 39 8 0 11 Mar 2024
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process Xiangxin Zhou Liang Wang Yichi Zhou DiffM 21 4 0 07 Mar 2024
Position: Towards Implicit Prompt For Text-To-Image Models Yue Yang Yuqi Lin Hong Liu Wenqi Shao Runjian Chen Hailong Shang Yu Wang Yu Qiao Kaipeng Zhang Ping Luo EGVM VLM 33 2 0 04 Mar 2024
Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping Jianbin Zheng Minghui Hu Zhongyi Fan Chaoyue Wang Changxing Ding Dacheng Tao Tat-Jen Cham 35 26 0 29 Feb 2024
Feedback Efficient Online Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Kevin Black Ehsan Hajiramezanali Gabriele Scalia N. Diamant Alex Tseng Sergey Levine Tommaso Biancalani 22 21 0 26 Feb 2024
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control Masatoshi Uehara Yulai Zhao Kevin Black Ehsan Hajiramezanali Gabriele Scalia N. Diamant Alex Tseng Tommaso Biancalani Sergey Levine 29 42 0 23 Feb 2024
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation Huizhuo Yuan Zixiang Chen Kaixuan Ji Quanquan Gu 55 24 0 15 Feb 2024
Latent Inversion with Timestep-aware Sampling for Training-free Non-rigid Editing Yunji Jung Seokju Lee Tair Djanibekov Hyunjung Shim Jongchul Ye 21 1 0 13 Feb 2024
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases Ziyi Zhang Sen Zhang Yibing Zhan Yong Luo Yonggang Wen Dacheng Tao EGVM 33 8 0 13 Feb 2024
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference Shentao Yang Tianqi Chen Mingyuan Zhou EGVM 30 22 0 13 Feb 2024
A Benchmark for Multi-modal Foundation Models on Low-level Vision: from Single Images to Pairs Zicheng Zhang Haoning Wu Erli Zhang Guangtao Zhai Weisi Lin VLM 24 8 0 11 Feb 2024
IntentTuner: An Interactive Framework for Integrating Human Intents in Fine-tuning Text-to-Image Generative Models Xingchen Zeng Ziyao Gao Yilin Ye Wei Zeng 12 12 0 28 Jan 2024
StyleInject: Parameter Efficient Tuning of Text-to-Image Diffusion Models Mohan Zhou Yalong Bai Qing Yang Tiejun Zhao 21 0 0 25 Jan 2024
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs Ling Yang Zhaochen Yu Chenlin Meng Minkai Xu Stefano Ermon Bin Cui CoGe DiffM 30 114 0 22 Jan 2024
Large-scale Reinforcement Learning for Diffusion Models Yinan Zhang Eric Tzeng Yilun Du Dmitry Kislyuk VLM 26 29 0 20 Jan 2024
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive Yumeng Li M. Keuper Dan Zhang Anna Khoreva DiffM 35 10 0 16 Jan 2024
WAVES: Benchmarking the Robustness of Image Watermarks Bang An Mucong Ding Tahseen Rabbani Aakriti Agrawal Yuancheng Xu ... Sicheng Zhu Abdirisak Mohamed Yuxin Wen Tom Goldstein Furong Huang 20 40 0 16 Jan 2024
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 24 41 0 19 Dec 2023
Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models Nikita Starodubcev Artem Fedorov Artem Babenko Dmitry Baranchuk DiffM 45 3 0 17 Dec 2023
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 18 8 0 11 Dec 2023
FERGI: Automatic Annotation of User Preferences for Text-to-Image Generation from Spontaneous Facial Expression Reaction Shuangquan Feng Junhua Ma Virginia R. de Sa EGVM 13 0 0 05 Dec 2023
Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment Brian Gordon Yonatan Bitton Yonatan Shafir Roopal Garg Xi Chen Dani Lischinski Daniel Cohen-Or Idan Szpektor 35 11 0 05 Dec 2023
InstructBooth: Instruction-following Personalized Text-to-Image Generation Daewon Chae Nokyung Park Jinkyu Kim Kimin Lee DiffM 19 11 0 04 Dec 2023
Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model Kai Yang Jian Tao Jiafei Lyu Chunjiang Ge Jiaxin Chen Qimai Li Weihan Shen Xiaolong Zhu Xiu Li EGVM 19 87 0 22 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 56 0 0 16 Nov 2023
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models Hanlin Zhang Benjamin L. Edelman Danilo Francati Daniele Venturi G. Ateniese Boaz Barak WaLM 138 54 0 07 Nov 2023
Holistic Evaluation of Text-To-Image Models Tony Lee Michihiro Yasunaga Chenlin Meng Yifan Mai Joon Sung Park ... Jun-Yan Zhu Fei-Fei Li Jiajun Wu Stefano Ermon Percy Liang 139 125 0 07 Nov 2023
Detecting Deepfakes Without Seeing Any Tal Reiss Bar Cavia Yedid Hoshen AAML 16 15 0 02 Nov 2023
CVPR 2023 Text Guided Video Editing Competition Jay Zhangjie Wu Xiuyu Li Difei Gao Zhen Dong Jinbin Bai ... Xu Cheng Jie Tang Mike Zheng Shou Kurt Keutzer Forrest N. Iandola 28 34 0 24 Oct 2023
Improving Compositional Text-to-image Generation with Large Vision-Language Models Song Wen Guian Fang Renrui Zhang Peng Gao Hao Dong Dimitris N. Metaxas 21 17 0 10 Oct 2023
Aligning Text-to-Image Diffusion Models with Reward Backpropagation Mihir Prabhudesai Anirudh Goyal Deepak Pathak Katerina Fragkiadaki 27 108 0 05 Oct 2023
T $^3$ Bench: Benchmarking Current Progress in Text-to-3D Generation Yuze He Yushi Bai Matthieu Lin Wang Zhao Yubin Hu Jenny Sheng Ran Yi Juanzi Li Yong-jin Liu 31 30 0 04 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 25 18 0 03 Oct 2023
ImagenHub: Standardizing the evaluation of conditional image generation models Max W.F. Ku Tianle Li Kai Zhang Yujie Lu Xingyu Fu Wenwen Zhuang Wenhu Chen EGVM 28 47 0 02 Oct 2023
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 8 19 0 29 Sep 2023
Directly Fine-Tuning Diffusion Models on Differentiable Rewards Amita Gajewar Paul Vicol G. Bansal David J Fleet 16 145 0 29 Sep 2023
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision Haoning Wu Zicheng Zhang Erli Zhang Chaofeng Chen Liang Liao ... Chunyi Li Wenxiu Sun Qiong Yan Guangtao Zhai Weisi Lin VLM 11 135 0 25 Sep 2023
Mobile Foundation Model as Firmware Jinliang Yuan Chenchen Yang Dongqi Cai Shihe Wang Xin Yuan ... Di Zhang Hanzi Mei Xianqing Jia Shangguang Wang Mengwei Xu 32 19 0 28 Aug 2023
A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions Tianyi Zhang Zheng Wang Jin Huang M. M. Tasnim Wei Shi VLM 11 21 0 25 Aug 2023