Improving GFlowNets for Text-to-Image Diffusion Alignment

Improving GFlowNets for Text-to-Image Diffusion Alignment

2 June 2024

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

10 / 10 papers shown

Title
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets Zhen Liu Tim Z. Xiao Weiyang Liu Yoshua Bengio Dinghuai Zhang 90 2 0 10 Dec 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 37 14 0 31 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 45 3 0 01 May 2024
Discrete Probabilistic Inference as Control in Multi-path Environments T. Deleu Padideh Nouri Nikolay Malkin Doina Precup Yoshua Bengio 78 13 0 15 Feb 2024
End-to-End Diffusion Latent Optimization Improves Classifier Guidance Bram Wallace Akash Gokul Stefano Ermon Nikhil Naik 81 53 0 23 Mar 2023
Generative Augmented Flow Networks L. Pan Dinghuai Zhang Aaron Courville Longbo Huang Yoshua Bengio 73 30 0 07 Oct 2022
GFlowNets and variational inference Nikolay Malkin Salem Lahlou T. Deleu Xu Ji J. E. Hu Katie Everett Dinghuai Zhang Yoshua Bengio BDL 103 57 0 02 Oct 2022
Planning with Diffusion for Flexible Behavior Synthesis Michael Janner Yilun Du J. Tenenbaum Sergey Levine DiffM 170 381 0 20 May 2022
Trajectory balance: Improved credit assignment in GFlowNets Nikolay Malkin Moksh Jain Emmanuel Bengio Chen Sun Yoshua Bengio 124 113 0 31 Jan 2022
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 189 9,999 0 18 May 2015