Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

15 June 2023

Keqiang Sun

Papers citing "Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis"

50 / 199 papers shown

Title
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis Jinbin Bai Tian-Chun Ye Wei Chow Enxin Song Qing-Guo Chen Xiangtai Li Zhen Dong Lei Zhu 50 13 0 10 Oct 2024
Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow Fu-Yun Wang Ling Yang Zhaoyang Huang Mengdi Wang Hongsheng Li 27 12 0 09 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 25 22 0 08 Oct 2024
Training-free Diffusion Model Alignment with Sampling Demons Po-Hung Yeh Kuang-Huei Lee Jun-Cheng Chen 24 4 0 08 Oct 2024
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding Doohyuk Jang Sihwan Park J. Yang Yeonsung Jung Jihun Yun Souvik Kundu Sung-Yub Kim Eunho Yang 45 7 0 04 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 24 3 0 02 Oct 2024
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding Yao Teng Han Shi Xian Liu Xuefei Ning Guohao Dai Yu Wang Zhenguo Li Xihui Liu 48 10 0 02 Oct 2024
Emu3: Next-Token Prediction is All You Need Xinlong Wang Xiaosong Zhang Zhengxiong Luo Quan-Sen Sun Yufeng Cui ... Xi Yang Jingjing Liu Yonghua Lin Tiejun Huang Zhongyuan Wang MLLM 34 151 0 27 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 52 10 0 23 Sep 2024
ABHINAW: A method for Automatic Evaluation of Typography within AI-Generated Images Abhinaw Jagtap Nachiket Tapas R. G. Brajesh EGVM 23 0 0 18 Sep 2024
GUNet: A Graph Convolutional Network United Diffusion Model for Stable and Diversity Pose Generation Shuowen Liang Sisi Li Qingyun Wang Cen Zhang Kaiquan Zhu Tian Yang DiffM 23 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
Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models Rohit Jena Ali Taghibakhshi Sahil Jain Gerald Shen Nima Tajbakhsh Arash Vahdat 33 3 0 09 Sep 2024
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher T. Dao Thuan Hoang Nguyen T. Le D. Vu Khoi Nguyen Cuong Pham Anh Tran DiffM 29 11 0 26 Aug 2024
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting Liyao Jiang Negar Hassanpour Mohammad Salameh Mohan Sai Singamsetti Fengyu Sun Wei Lu Di Niu DiffM 80 2 0 21 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 40 5 0 31 Jul 2024
Rapid Switching and Multi-Adapter Fusion via Sparse High Rank Adapters Kartikeya Bhardwaj N. Pandey Sweta Priyadarshi Viswanath Ganapathy Rafael Esteves ... Paul N. Whatmough Risheek Garrepalli M. V. Baalen Harris Teague Markus Nagel MoMe 20 0 0 22 Jul 2024
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection Kwanyong Park Kuniaki Saito Donghyun Kim VLM CoGe 37 0 0 21 Jul 2024
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization Zipeng Qi Lichen Bai Haoyi Xiong Zeke Xie DiffM 33 17 0 19 Jul 2024
InsertDiffusion: Identity Preserving Visualization of Objects through a Training-Free Diffusion Architecture Phillip Mueller Jannik Wiese Ioan Crăciun Lars Mikelsons 35 2 0 15 Jul 2024
Beyond Aesthetics: Cultural Competence in Text-to-Image Models Nithish Kannen Arif Ahmad Marco Andreetto Vinodkumar Prabhakaran Utsav Prabhu Adji Bousso Dieng Pushpak Bhattacharyya Shachi Dave 48 15 0 09 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 53 29 0 05 Jul 2024
Aligning Human Motion Generation with Human Perceptions Haoru Wang Wentao Zhu Luyi Miao Yishu Xu Feng Gao Qi Tian Yizhou Wang EGVM 48 1 0 02 Jul 2024
Prompt Refinement with Image Pivot for Text-to-Image Generation Jingtao Zhan Qingyao Ai Yiqun Liu Yingwei Pan Ting Yao Jiaxin Mao Shaoping Ma Tao Mei EGVM 19 4 0 28 Jun 2024
PopAlign: Population-Level Alignment for Fair Text-to-Image Generation Shufan Li Harkanwar Singh Aditya Grover EGVM 27 2 0 28 Jun 2024
Aligning Diffusion Models with Noise-Conditioned Perception Alexander Gambashidze Anton Kulikov Yuriy Sosnin Ilya Makarov 40 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 42 7 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 44 24 0 19 Jun 2024
FouRA: Fourier Low Rank Adaptation Shubhankar Borse Shreya Kadambi N. Pandey Kartikeya Bhardwaj Viswanath Ganapathy Sweta Priyadarshi Risheek Garrepalli Rafael Esteves Munawar Hayat Fatih Porikli 34 7 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 28 0 0 13 Jun 2024
PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen Yi Chen Aniket Rege Ramya Korlakai Vinayak 35 17 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 31 13 0 10 Jun 2024
Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization Yi Gu Zhendong Wang Yueqin Yin Yujia Xie Mingyuan Zhou 24 15 0 10 Jun 2024
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction Eduard Poesina Adriana Valentina Costache Adrian-Gabriel Chifu Josiane Mothe Radu Tudor Ionescu VLM 37 1 0 07 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 74 16 0 06 Jun 2024
JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits Minzhou Pan Yi Zeng Xue Lin Ning Yu Cho-Jui Hsieh Peter Henderson Ruoxi Jia WIGM 23 3 0 06 Jun 2024
Guiding a Diffusion Model with a Bad Version of Itself Tero Karras M. Aittala Tuomas Kynkaanniemi J. Lehtinen Timo Aila S. Laine 21 57 0 04 Jun 2024
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation Tianchen Zhao Tongcheng Fang Haofeng Huang Enshu Liu Widyadewi Soedarmadji ... Shengen Yan Huazhong Yang Xuefei Ning Xuefei Ning Yu Wang MQ VGen 97 22 0 04 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 90 7 0 02 Jun 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 61 0 0 31 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 Yang Wang VGen 29 27 0 29 May 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 90 6 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 29 5 0 27 May 2024
Learning Multi-dimensional Human Preference for Text-to-Image Generation Sixian Zhang Bohan Wang Junqiang Wu Yan Li Tingting Gao Di Zhang Zhongyuan Wang EGVM 37 28 0 23 May 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models Katherine Xu Lingzhi Zhang Jianbo Shi 41 12 0 23 May 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 84 5 0 22 May 2024
Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer Zhuoyi Yang Heyang Jiang Wenyi Hong Jiayan Teng Wendi Zheng Yuxiao Dong Ming Ding Jie Tang SupR 30 5 0 07 May 2024
Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models Xiaoshi Wu Yiming Hao Manyuan Zhang Keqiang Sun Zhaoyang Huang Guanglu Song Yu Liu Hongsheng Li EGVM 68 16 0 01 May 2024
Multimodal Large Language Model is a Human-Aligned Annotator for Text-to-Image Generation Xun Wu Shaohan Huang Furu Wei 42 8 0 23 Apr 2024
ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 24 0 0 15 Apr 2024