Improving GFlowNets for Text-to-Image Diffusion Alignment

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Improving GFlowNets for Text-to-Image Diffusion Alignment

2 June 2024

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Papers citing "Improving GFlowNets for Text-to-Image Diffusion Alignment"

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Title
Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets Chenlin Liu Minghui Fang Patrick Zhang Wei Zhou Jie Gao Jiqing Han 36 0 0 21 Aug 2025
Nabla-R2D3: Effective and Efficient 3D Diffusion Alignment with 2D Rewards Qingming Liu Zhen Liu Dinghuai Zhang Kui Jia 129 2 0 18 Jun 2025
AbFlowNet: Optimizing Antibody-Antigen Binding Energy via Diffusion-GFlowNet Fusion Abrar Rahman Abir Haz Sameen Shahgir Md Rownok Zahan Ratul Md Toki Tahmid Greg Ver Steeg Yue Dong 125 0 0 18 May 2025
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 628 1 0 17 Mar 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation Taeyoung Yun Dinghuai Zhang Jinkyoo Park Ling Pan DiffM 149 6 0 17 Feb 2025
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets Zhen Liu Tim Z. Xiao Weiyang Liu Yoshua Bengio Dinghuai Zhang 392 10 0 10 Dec 2024
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization Timofei Gritsaev Nikita Morozov S. Samsonov D. Tiapkin 111 3 0 20 Oct 2024
Reward-Directed Score-Based Diffusion Models via q-Learning Xuefeng Gao Jiale Zha X. Zhou DiffM 97 6 0 07 Sep 2024
Amortizing intractable inference in diffusion models for vision, language, and control S. Venkatraman Moksh Jain Luca Scimeca Minsu Kim Marcin Sendera ... Alexandre Adam Jarrid Rector-Brooks Yoshua Bengio Glen Berseth Nikolay Malkin 227 43 0 31 May 2024