Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation

Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation

15 February 2024

Quanquan Gu

Papers citing "Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation"

8 / 8 papers shown

Title
Flow-GRPO: Training Flow Matching Models via Online RL Jie Liu Gongye Liu Jiajun Liang Y. Li Jiaheng Liu X. Wang Pengfei Wan Di Zhang Wanli Ouyang AI4CE 68 0 0 08 May 2025
SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization Liang Peng Boxi Wu Haoran Cheng Yibo Zhao Xiaofei He 36 0 0 20 Apr 2025
Dual Caption Preference Optimization for Diffusion Models Amir Saeidi Yiran Luo Agneet Chatterjee Shamanthak Hegde Bimsara Pathiraja Yezhou Yang Chitta Baral DiffM 55 0 0 09 Feb 2025
Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning Hanyang Zhao Haoxian Chen Ji Zhang D. Yao Wenpin Tang 57 0 0 03 Feb 2025
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization Zichen Miao Zhengyuan Yang Kevin Lin Ze Wang Zicheng Liu Lijuan Wang Qiang Qiu 45 3 0 04 Oct 2024
Margin-aware Preference Optimization for Aligning Diffusion Models without Reference Jiwoo Hong Sayak Paul Noah Lee Kashif Rasul James Thorne Jongheon Jeong 37 13 0 10 Jun 2024
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 168 349 0 02 May 2023
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking Gabriele Corso Hannes Stärk Bowen Jing Regina Barzilay Tommi Jaakkola DiffM 139 409 0 04 Oct 2022