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Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation

2 May 2023

Papers citing "Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation"

50 / 112 papers shown

Title
How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions Manuel Brack Sudeep Katakol Felix Friedrich P. Schramowski Hareesh Ravi Kristian Kersting Ajinkya Kale 34 0 0 20 Jun 2025
Control and Realism: Best of Both Worlds in Layout-to-Image without Training Bonan li Yinhan Hu Songhua Liu Xinchao Wang DiffM 50 0 0 18 Jun 2025
Fine-Grained Perturbation Guidance via Attention Head Selection Donghoon Ahn Jiwon Kang Sanghyun Lee Minjae Kim Jaewon Min Wooseok Jang Saungwu Lee Sayak Paul S. Hong Seungryong Kim DiffM AAML 136 0 0 12 Jun 2025
Geometric Regularity in Deterministic Sampling of Diffusion-based Generative Models Defang Chen Zhenyu Zhou C. Wang Siwei Lyu DiffM 69 0 0 11 Jun 2025
OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation Jingjing Chang Yixiao Fang Peng Xing Shuhan Wu Wei Cheng Rui Wang Xianfang Zeng Gang Yu H. Chen EGVM VLM 36 0 0 09 Jun 2025
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems Aniket Rege Zinnia Nie Mahesh Ramesh Unmesh Raskar Zhuoran Yu Aditya Kusupati Yong Jae Lee Ramya Korlakai Vinayak 35 0 0 09 Jun 2025
FlowDirector: Training-Free Flow Steering for Precise Text-to-Video Editing Guangzhao Li Yanming Yang Chenxi Song Chi Zhang DiffM VGen 114 0 0 05 Jun 2025
ControlThinker: Unveiling Latent Semantics for Controllable Image Generation through Visual Reasoning Feng Han Yang Jiao Shaoxiang Chen Junhao Xu Jingjing Chen Yu-Gang Jiang DiffM LRM 74 0 0 04 Jun 2025
DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models Ziyi Wu Anil Kag Ivan Skorokhodov Willi Menapace Ashkan Mirzaei Igor Gilitschenski Sergey Tulyakov Aliaksandr Siarohin DiffM VGen 71 0 0 04 Jun 2025
Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences Yunhong Lu Qichao Wang H. Cao Xiaoyin Xu Min Zhang 61 0 0 03 Jun 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences Hyojin Bahng Caroline Chan F. Durand Phillip Isola EGVM 38 0 0 02 Jun 2025
Ultra-High-Resolution Image Synthesis: Data, Method and Evaluation Jinjin Zhang Qiuyu Huang Junjie Liu Xiefan Guo Di Huang 63 0 0 02 Jun 2025
Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control Danfeng li Hui Zhang Sheng Wang Jiacheng Li Zuxuan Wu DiffM VLM 47 0 0 31 May 2025
GenSpace: Benchmarking Spatially-Aware Image Generation Zehan Wang Jiayang Xu Ziang Zhang Tianyu Pan Chao Du Hengshuang Zhao Zhou Zhao EGVM 57 0 0 30 May 2025
Inference-Time Alignment of Diffusion Models with Evolutionary Algorithms Purvish Jajal Nick Eliopoulos Benjamin Shiue-Hal Chou George K. Thiruvathukal James C. Davis Yung-Hsiang Lu 41 0 0 30 May 2025
Diffusion Sampling Path Tells More: An Efficient Plug-and-Play Strategy for Sample Filtering Sixian Wang Zhiwei Tang Tsung-Hui Chang DiffM 31 0 0 29 May 2025
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Dar-Yen Chen Hmrishav Bandyopadhyay Kai Zou Yi-Zhe Song 56 0 0 27 May 2025
TDVE-Assessor: Benchmarking and Evaluating the Quality of Text-Driven Video Editing with LMMs Juntong Wang Jiarui Wang Huiyu Duan Guangtao Zhai Xiongkuo Min 45 1 0 26 May 2025
CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design H. Zhang Dexiang Hong Maoke Yang Yutao Chen Zhao Zhang Jie Shao Xinglong Wu Zuxuan Wu Yu Jiang DiffM AI4CE 189 0 0 25 May 2025
Step-level Reward for Free in RL-based T2I Diffusion Model Fine-tuning Xinyao Liao Wei Wei Xiaoye Qu Yu Cheng EGVM 64 0 0 25 May 2025
Diffusion Blend: Inference-Time Multi-Preference Alignment for Diffusion Models Min Cheng Fatemeh Doudi D. Kalathil Mohammad Ghavamzadeh P. R. Kumar 63 0 0 24 May 2025
Flex-Judge: Think Once, Judge Anywhere Jongwoo Ko S. Kim Sungwoo Cho Se-Young Yun ELM LRM 218 0 0 24 May 2025
Rethinking Direct Preference Optimization in Diffusion Models Junyong Kang Seohyun Lim Kyungjune Baek Hyunjung Shim 782 0 0 24 May 2025
Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image Generation Wenchao Zhang Jiahe Tian Runze He Jizhong Han Jiao Dai Miaomiao Feng Wei Mi Xiaodan Zhang 115 0 0 24 May 2025
A Minimalist Method for Fine-tuning Text-to-Image Diffusion Models Yanting Miao William Loh Suraj Kothawade Pacal Poupart 52 0 0 23 May 2025
InfLVG: Reinforce Inference-Time Consistent Long Video Generation with GRPO Xueji Fang Liyuan Ma Zhiyang Chen Mingyuan Zhou Guo-Jun Qi VGen 245 0 0 23 May 2025
Creatively Upscaling Images with Global-Regional Priors Yurui Qian Qi Cai Yingwei Pan Ting Yao Tao Mei DiffM 206 0 0 22 May 2025
NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment Shuhao Han Haotian Fan Fangyuan Kong Wenjie Liao Chunle Guo ... Jian Guo Zhizhuo Shao Ziyu Feng Bing Li Weiming Hu 198 11 0 22 May 2025
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings Yilin Ye Junchao Huang Xingchen Zeng Jiazhi Xia Wei Zeng 158 0 0 20 May 2025
LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation Jiarui Wang Huiyu Duan Ziheng Jia Yu Zhao Woo Yi Yang ... Zhongfu Chen Juntong Wang Yuke Xing Guangtao Zhai Xiongkuo Min VGen 84 1 0 17 May 2025
Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models Fu-Yun Wang Yunhao Shui Jingtan Piao Keqiang Sun Hongsheng Li 99 4 0 16 May 2025
Towards Self-Improvement of Diffusion Models via Group Preference Optimization Renjie Chen Wenfeng Lin Yichen Zhang Jiangchuan Wei Boyuan Liu Chao Feng Jiao Ran Mingyu Guo 73 0 0 16 May 2025
Flow-GRPO: Training Flow Matching Models via Online RL Jie Liu Gongye Liu Jiajun Liang Yongqian Li Jiaheng Liu Xinyu Wang Pengfei Wan Di Zhang Wanli Ouyang AI4CE 238 5 0 08 May 2025
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models Xu Ma Peize Sun Haoyu Ma Hao Tang Chih-Yao Ma ... Matt Feiszli Peizhao Zhang Peter Vajda Sam S. Tsai Y. Fu 189 4 0 24 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 115 1 0 21 Apr 2025
Aligning Anime Video Generation with Human Feedback Bingwen Zhu Yudong Jiang Baohan Xu Siqian Yang Mingyu Yin Yidi Wu Huyang Sun Zuxuan Wu EGVM VGen 133 0 0 14 Apr 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Yihan Hu Yuanxing Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Yan Li Di Zhang 133 0 0 14 Apr 2025
Towards Explainable Partial-AIGC Image Quality Assessment Jiaying Qian Ziheng Jia Zicheng Zhang Zeyu Zhang Guangtao Zhai Xiongkuo Min 75 0 0 12 Apr 2025
VideoGen-Eval: Agent-based System for Video Generation Evaluation Yuhang Yang Ke Fan Siyang Song Hongxiang Li Ailing Zeng FeiLin Han Wei-dong Zhai Wen Liu Yang Cao Zheng-jun Zha EGVM VGen 126 1 0 30 Mar 2025
ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation Yunhong Min Daehyeon Choi Kyeongmin Yeo Jihyun Lee Minhyuk Sung 113 0 0 28 Mar 2025
Semantix: An Energy Guided Sampler for Semantic Style Transfer Huiang He Minghui Hu C. Zheng Chaoyue Wang Tat-Jen Cham DiffM 94 0 0 28 Mar 2025
3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models Yize Zhang Mengchen Zhang Tong Wu Tengfei Wang Gordon Wetzstein Dahua Lin Ziwei Liu ELM 200 1 0 27 Mar 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 193 1 0 26 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 179 3 0 25 Mar 2025
TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation Yuheng Feng Jianhui Wang Kun Li Sida Li Tianyu Shi Haoyue Han Miao Zhang Xueqian Wang DiffM 496 0 0 22 Mar 2025
Edit Transfer: Learning Image Editing via Vision In-Context Relations Lan Chen Qi Mao Yuchao Gu Mike Zheng Shou 162 4 0 17 Mar 2025
Fine-Tuning Diffusion Generative Models via Rich Preference Optimization Hanyang Zhao Haoxian Chen Yucheng Guo Genta Indra Winata Tingting Ou Ziyu Huang D. Yao Wenpin Tang 141 0 0 13 Mar 2025
PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models Runze He Bo Cheng Yuhang Ma Qingxiang Jia Shanyuan Liu Ao Ma Xiaoyu Wu Liebucha Wu Dawei Leng Yuhui Yin DiffM VLM 187 0 0 13 Mar 2025
Aligning Text to Image in Diffusion Models is Easier Than You Think J. Lee Byunghee Cha Jeongsol Kim Jong Chul Ye 170 1 0 11 Mar 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories Huiyang Shao Xin Xia Yanting Yang Yuxi Ren Xing Wang Xuefeng Xiao 93 4 0 10 Mar 2025