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

15 June 2023

Keqiang Sun

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

46 / 96 papers shown

Title
Dynamic Search for Inference-Time Alignment in Diffusion Models Xiner Li Masatoshi Uehara Xingyu Su Gabriele Scalia Tommaso Biancalani Aviv Regev Sergey Levine Shuiwang Ji 96 4 0 03 Mar 2025
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces Rashid Mushkani Shravan Nayak Hugo Berard Allison Cohen Shin Koseki Hadrien Bertrand 106 3 0 27 Feb 2025
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation Minghao Fu Guo-Hua Wang Liangfu Cao Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 73 0 0 18 Feb 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation Taeyoung Yun Dinghuai Zhang Jinkyoo Park Ling Pan DiffM 108 6 0 17 Feb 2025
GaussianMotion: End-to-End Learning of Animatable Gaussian Avatars with Pose Guidance from Text Gyumin Shim Sangmin Lee Jaegul Choo 3DGS 106 0 0 17 Feb 2025
FreeBlend: Advancing Concept Blending with Staged Feedback-Driven Interpolation Diffusion Yufan Zhou Haoyu Shen Huan Wang DiffM 253 1 0 17 Feb 2025
Diffusion Models Through a Global Lens: Are They Culturally Inclusive? Zahra Bayramli Ayhan Suleymanzade Na Min An Huzama Ahmad Eunsu Kim Junyeong Park James Thorne Alice Oh 135 4 0 13 Feb 2025
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation Haibo Tong Zhaoyang Wang Zhe Chen Haonian Ji Shi Qiu ... Peng Xia Mingyu Ding Rafael Rafailov Chelsea Finn Huaxiu Yao EGVM VGen 266 4 0 03 Feb 2025
Refining Alignment Framework for Diffusion Models with Intermediate-Step Preference Ranking Jie Ren Yuhang Zhang Dongrui Liu Xiaopeng Zhang Qi Tian 70 0 0 01 Feb 2025
Sparse High Rank Adapters K. Bhardwaj N. Pandey Sweta Priyadarshi Viswanath Ganapathy Rafael Esteves ... P. Whatmough Risheek Garrepalli M. V. Baalen Harris Teague Markus Nagel MQ 111 5 0 28 Jan 2025
Improving Video Generation with Human Feedback Jie Liu Gongye Liu Jiajun Liang Ziyang Yuan Xiaokun Liu ... Pengfei Wan Di Zhang Kun Gai Yujiu Yang Wanli Ouyang VGen EGVM 163 26 0 23 Jan 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating Yiyang Wang Xi Chen Xiaogang Xu S. Ji Yongxu Liu Yujun Shen Hengshuang Zhao DiffM 147 0 0 21 Jan 2025
A General Framework for Inference-time Scaling and Steering of Diffusion Models R. Singhal Zachary Horvitz Ryan Teehan Mengye Ren Zhou Yu Kathleen McKeown Rajesh Ranganath DiffM 147 31 0 17 Jan 2025
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets Zhen Liu Tim Z. Xiao Weiyang Liu Yoshua Bengio Dinghuai Zhang 252 6 0 10 Dec 2024
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts Ziwei Huang Wanggui He Quanyu Long Yandi Wang Haoyuan Li ... Fangxun Shu Long Chen Hao Jiang Leilei Gan Leilei Gan EGVM 516 4 0 05 Dec 2024
Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation Zilyu Ye Zhiyang Chen Tiancheng Li Zemin Huang Weijian Luo Guo-Jun Qi DiffM 128 6 0 02 Dec 2024
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 208 0 0 02 Dec 2024
DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling Xin Xie Dong Gong 177 1 0 01 Dec 2024
Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer Shitong Shao Zikai Zhou Tian Ye Lichen Bai Zhiqiang Xu Zeke Xie DiffM 121 0 0 16 Nov 2024
David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training Weijian Luo C. Zhang Debing Zhang Zhengyang Geng 88 4 0 28 Oct 2024
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences Weijian Luo EGVM 112 9 0 24 Oct 2024
Improving Long-Text Alignment for Text-to-Image Diffusion Models Luping Liu Chao Du Tianyu Pang Zehan Wang Chongxuan Li Dong Xu VLM 119 8 0 15 Oct 2024
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 Hefei Ling Zhen Dong Lei Zhu 160 19 0 10 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 128 26 0 08 Oct 2024
Training-free Diffusion Model Alignment with Sampling Demons Po-Hung Yeh Kuang-Huei Lee Jun-Cheng Chen 98 9 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 137 10 0 04 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 124 16 0 02 Oct 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 186 14 0 23 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 93 5 0 09 Sep 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 150 2 0 21 Aug 2024
InsertDiffusion: Identity Preserving Visualization of Objects through a Training-Free Diffusion Architecture Phillip Mueller Jannik Wiese Ioan Crăciun Lars Mikelsons 83 4 0 15 Jul 2024
Aligning Human Motion Generation with Human Perceptions Haoru Wang Wentao Zhu Luyi Miao Yishu Xu Feng Gao Qi Tian Yizhou Wang EGVM 130 4 0 02 Jul 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 145 1 0 07 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 189 35 0 04 Jun 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 170 0 0 31 May 2024
Ensembling Diffusion Models via Adaptive Feature Aggregation Cong Wang Kuan Tian Yonghang Guan Jun Zhang Zhiwei Jiang Fei Shen Xiao Han 127 6 0 27 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 199 7 0 27 May 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models Katherine Xu Lingzhi Zhang Jianbo Shi 141 17 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 201 7 0 22 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Jiaxin Wu Zhen Lei Zhaoxiang Zhang Zhen Lei Qing Li EGVM 219 22 0 09 May 2024
Aligning Diffusion Models by Optimizing Human Utility Shufan Li Konstantinos Kallidromitis Akash Gokul Yusuke Kato Kazuki Kozuka 157 34 0 06 Apr 2024
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 116 9 0 11 Dec 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 263 64 0 07 Nov 2023
Directly Fine-Tuning Diffusion Models on Differentiable Rewards Amita Gajewar Paul Vicol G. Bansal David J Fleet 110 177 0 29 Sep 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
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 195 51 0 27 Dec 2021