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
Score Distillation via Reparametrized DDIM Artem Lukoianov Haitz Sáez de Ocáriz Borde Kristjan Greenewald Vitor Campagnolo Guizilini Timur M. Bagautdinov Vincent Sitzmann Justin Solomon DiffM 33 17 0 24 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 46 98 0 23 May 2024
A Survey On Text-to-3D Contents Generation In The Wild Chenhan Jiang 49 5 0 15 May 2024
Multi-modal Learnable Queries for Image Aesthetics Assessment Zhiwei Xiong Yunfan Zhang Zhiqi Shen Peiran Ren Han Yu EGVM 35 1 0 02 May 2024
PuLID: Pure and Lightning ID Customization via Contrastive Alignment Zinan Guo Yanze Wu Zhuowei Chen Lang Chen Qian He DiffM 41 59 0 24 Apr 2024
Multimodal Large Language Model is a Human-Aligned Annotator for Text-to-Image Generation Xun Wu Shaohan Huang Furu Wei 44 8 0 23 Apr 2024
Gradient Guidance for Diffusion Models: An Optimization Perspective Yingqing Guo Hui Yuan Yukang Yang Minshuo Chen Mengdi Wang 27 20 0 23 Apr 2024
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis Yuxi Ren Xin Xia Yanzuo Lu Jiacheng Zhang Jie Wu Pan Xie Xing Wang Xuefeng Xiao 45 65 0 21 Apr 2024
ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 40 0 0 15 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 37 49 0 11 Apr 2024
Aligning Diffusion Models by Optimizing Human Utility Shufan Li Konstantinos Kallidromitis Akash Gokul Yusuke Kato Kazuki Kozuka 107 29 0 06 Apr 2024
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models Sang-Sub Jang Jaehyeong Jo Kimin Lee Sung Ju Hwang 29 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 38 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 64 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 42 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 48 131 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 47 27 0 01 Apr 2024
AAPMT: AGI Assessment Through Prompt and Metric Transformer Benhao Huang EGVM 21 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 55 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 61 6 0 19 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Y. Wang EGVM 31 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 47 8 0 11 Mar 2024
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process Xiangxin Zhou Liang Wang Yichi Zhou DiffM 32 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 47 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 43 27 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 39 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 42 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 65 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 41 8 0 13 Feb 2024
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference Shentao Yang Tianqi Chen Mingyuan Zhou EGVM 34 23 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 20 12 0 28 Jan 2024
StyleInject: Parameter Efficient Tuning of Text-to-Image Diffusion Models Mohan Zhou Yalong Bai Qing Yang Tiejun Zhao 29 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 48 115 0 22 Jan 2024
Large-scale Reinforcement Learning for Diffusion Models Yinan Zhang Eric Tzeng Yilun Du Dmitry Kislyuk VLM 37 31 0 20 Jan 2024
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive Yumeng Li M. Keuper Dan Zhang Anna Khoreva DiffM 43 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 33 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 29 42 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 50 3 0 17 Dec 2023
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 29 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 29 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 44 11 0 05 Dec 2023
InstructBooth: Instruction-following Personalized Text-to-Image Generation Daewon Chae Nokyung Park Jinkyu Kim Kimin Lee DiffM 24 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 23 89 0 22 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 66 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 143 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 149 126 0 07 Nov 2023
Detecting Deepfakes Without Seeing Any Tal Reiss Bar Cavia Yedid Hoshen AAML 31 17 0 02 Nov 2023