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 / 237 papers shown

Title
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation Xinchen Zhang Ling Yang Ge Li Yaqi Cai Jiake Xie Yong Tang Yujiu Yang Mengdi Wang Bin Cui EGVM CoGe 44 5 0 09 Oct 2024
DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing June Suk Choi Kyungmin Lee Jongheon Jeong Saining Xie Jinwoo Shin Kimin Lee DiffM AAML 33 3 0 08 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 Yang Wang VGen 36 22 0 08 Oct 2024
Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning Saemi Moon M. Lee Sangdon Park Dongwoo Kim 44 1 0 08 Oct 2024
Training-free Diffusion Model Alignment with Sampling Demons Po-Hung Yeh Kuang-Huei Lee Jun-Cheng Chen 42 4 0 08 Oct 2024
ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction Hyungjin Chung Dohun Lee Jong Chul Ye VGen DiffM 29 2 0 07 Oct 2024
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning Ayano Hiranaka Shang-Fu Chen Chieh-Hsin Lai Dongjun Kim Naoki Murata Takashi Shibuya Wei-Hsiang Liao Shao-Hua Sun Yuki Mitsufuji 47 1 0 07 Oct 2024
Attention Shift: Steering AI Away from Unsafe Content Shivank Garg Manyana Tiwari 36 0 0 06 Oct 2024
Is What You Ask For What You Get? Investigating Concept Associations in Text-to-Image Models Salma Abdel Magid Weiwei Pan Simon Warchol Grace Guo Junsik Kim Mahia Rahman Hanspeter Pfister 95 0 0 06 Oct 2024
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization Zichen Miao Zhengyuan Yang Kevin Lin Ze Wang Zicheng Liu Lijuan Wang Qiang Qiu 48 3 0 04 Oct 2024
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration Jintao Zhang Jia wei Pengle Zhang Jun-Jie Zhu Jun Zhu Jianfei Chen VLM MQ 84 19 0 03 Oct 2024
ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation Rinon Gal Adi Haviv Yuval Alaluf Amit H. Bermano Daniel Cohen-Or Gal Chechik DiffM 34 3 0 02 Oct 2024
A Taxonomy of Loss Functions for Stochastic Optimal Control Carles Domingo-Enrich 37 3 0 01 Oct 2024
Task-agnostic Pre-training and Task-guided Fine-tuning for Versatile Diffusion Planner Chenyou Fan Chenjia Bai Zhao Shan Haoran He Yang Zhang Zhen Wang 33 3 0 30 Sep 2024
High Quality Human Image Animation using Regional Supervision and Motion Blur Condition Zhongcong Xu Chaoyue Song Guoxian Song Jianfeng Zhang Jun Hao Liew ... You Xie Linjie Luo Guosheng Lin Jiashi Feng Mike Zheng Shou DiffM 3DH VGen 30 3 0 29 Sep 2024
ABHINAW: A method for Automatic Evaluation of Typography within AI-Generated Images Abhinaw Jagtap Nachiket Tapas R. G. Brajesh EGVM 30 0 0 18 Sep 2024
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences through $f$ -divergence Minimization Haoyuan Sun Bo Xia Yongzhe Chang Xueqian Wang EGVM 35 2 0 15 Sep 2024
Explore the Hallucination on Low-level Perception for MLLMs Yinan Sun Zicheng Zhang H. Wu Xiaohong Liu Weisi Lin Guangtao Zhai Xiongkuo Min 34 2 0 15 Sep 2024
Constrained Diffusion Models via Dual Training Shervin Khalafi Dongsheng Ding Alejandro Ribeiro 42 3 0 27 Aug 2024
Quality Assessment in the Era of Large Models: A Survey Zicheng Zhang Yingjie Zhou Chunyi Li Baixuan Zhao Xiaohong Liu Guangtao Zhai 53 10 0 17 Aug 2024
Benchmarking AIGC Video Quality Assessment: A Dataset and Unified Model Zhichao Zhang Xinyue Li Wei Sun Jun Jia Xiongkuo Min ... Puyi Wang Zhongpeng Ji Fengyu Sun Shangling Jui Guangtao Zhai EGVM 53 5 0 31 Jul 2024
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization Zipeng Qi Lichen Bai Haoyi Xiong Zeke Xie DiffM 39 18 0 19 Jul 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 63 29 0 05 Jul 2024
Magic Insert: Style-Aware Drag-and-Drop Nataniel Ruiz Yuanzhen Li Neal Wadhwa Yael Pritch Michael Rubinstein David E. Jacobs Shlomi Fruchter DiffM 41 7 0 02 Jul 2024
Aligning Human Motion Generation with Human Perceptions Haoru Wang Wentao Zhu Luyi Miao Yishu Xu Feng Gao Qi Tian Yizhou Wang EGVM 68 1 0 02 Jul 2024
On Discrete Prompt Optimization for Diffusion Models Ruochen Wang Ting Liu Cho-Jui Hsieh Boqing Gong DiffM 42 6 0 27 Jun 2024
Aligning Diffusion Models with Noise-Conditioned Perception Alexander Gambashidze Anton Kulikov Yuriy Sosnin Ilya Makarov 50 5 0 25 Jun 2024
EVALALIGN: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models Zhiyu Tan Xiaomeng Yang Luozheng Qin Mengping Yang Cheng Zhang Hao Li 50 7 0 24 Jun 2024
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation Yuang Peng Yuxin Cui Haomiao Tang Zekun Qi Runpei Dong Jing Bai Chunrui Han Zheng Ge Xiangyu Zhang Shu-Tao Xia EGVM 75 31 0 24 Jun 2024
GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation Baiqi Li Zhiqiu Lin Deepak Pathak Jiayao Li Yixin Fei ... Tiffany Ling Xide Xia Pengchuan Zhang Graham Neubig Deva Ramanan EGVM 52 25 0 19 Jun 2024
Adding Conditional Control to Diffusion Models with Reinforcement Learning Yulai Zhao Masatoshi Uehara Gabriele Scalia Tommaso Biancalani Sergey Levine Ehsan Hajiramezanali Ehsan Hajiramezanali AI4CE 60 3 0 17 Jun 2024
Consistency-diversity-realism Pareto fronts of conditional image generative models Pietro Astolfi Marlene Careil Melissa Hall Oscar Manas Matthew Muckley Jakob Verbeek Adriana Romero Soriano M. Drozdzal 51 10 0 14 Jun 2024
From Pixels to Prose: A Large Dataset of Dense Image Captions Vasu Singla Kaiyu Yue Sukriti Paul Reza Shirkavand Mayuka Jayawardhana Alireza Ganjdanesh Heng Huang A. Bhatele Gowthami Somepalli Tom Goldstein 3DV VLM 36 22 0 14 Jun 2024
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms Miaosen Zhang Yixuan Wei Zhen Xing Yifei Ma Zuxuan Wu ... Zheng-Wei Zhang Qi Dai Chong Luo Xin Geng Baining Guo VLM 51 1 0 13 Jun 2024
CMC-Bench: Towards a New Paradigm of Visual Signal Compression Chunyi Li Xiele Wu H. Wu Donghui Feng Zicheng Zhang Guo Lu Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin VLM 46 5 0 13 Jun 2024
Batch-Instructed Gradient for Prompt Evolution:Systematic Prompt Optimization for Enhanced Text-to-Image Synthesis Xinrui Yang Zhuohan Wang Anthony Hu EGVM 58 0 0 13 Jun 2024
PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen Yi Chen Aniket Rege Ramya Korlakai Vinayak 46 17 0 12 Jun 2024
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models Hyungjin Chung Jeongsol Kim Geon Yeong Park Hyelin Nam Jong Chul Ye DiffM 36 26 0 12 Jun 2024
Margin-aware Preference Optimization for Aligning Diffusion Models without Reference Jiwoo Hong Sayak Paul Noah Lee Kashif Rasul James Thorne Jongheon Jeong 43 13 0 10 Jun 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization L. Eyring Shyamgopal Karthik Karsten Roth Alexey Dosovitskiy Zeynep Akata 90 17 0 06 Jun 2024
Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback Chen Chen Yuchen Hu Wen Wu Helin Wang Chng Eng Siong Chao Zhang 40 10 0 02 Jun 2024
Improving GFlowNets for Text-to-Image Diffusion Alignment Dinghuai Zhang Yizhe Zhang Jiatao Gu Ruixiang Zhang J. Susskind Navdeep Jaitly Shuangfei Zhai EGVM 98 8 0 02 Jun 2024
Amortizing intractable inference in diffusion models for vision, language, and control S. Venkatraman Moksh Jain Luca Scimeca Minsu Kim Marcin Sendera ... Alexandre Adam Jarrid Rector-Brooks Yoshua Bengio Glen Berseth Nikolay Malkin 70 25 0 31 May 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 75 0 0 31 May 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Ehsan Hajiramezanali Gabriele Scalia Gökçen Eraslan Avantika Lal Sergey Levine Tommaso Biancalani 53 13 0 30 May 2024
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback Jiachen Li Weixi Feng Tsu-jui Fu Xinyi Wang Sugato Basu Wenhu Chen William Y. Wang VGen 34 27 0 29 May 2024
RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control Litu Rout Yujia Chen Nataniel Ruiz Abhishek Kumar C. Caramanis Sanjay Shakkottai Wen-Sheng Chu DiffM 40 23 0 27 May 2024
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models C. N. Vasconcelos Abdullah Rashwan Austin Waters Trevor Walker Keyang Xu Jimmy Yan ... Wenlei Zhou Kevin Swersky David J. Fleet Jason Baldridge Oliver Wang 46 3 0 27 May 2024
Ensembling Diffusion Models via Adaptive Feature Aggregation Cong Wang Kuan Tian Yonghang Guan Jun Zhang Zhiwei Jiang Fei Shen Xiao Han 44 5 0 27 May 2024
Multi-Player Approaches for Dueling Bandits Or Raveh Junya Honda Masashi Sugiyama 44 1 0 25 May 2024