"generative flow networks" Papers
9 papers found
Adaptive Quantization in Generative Flow Networks for Probabilistic Sequential Prediction
Nadhir Hassen, Zhen Zhang, Johan Verjans
NeurIPS 2025oral
Adaptive teachers for amortized samplers
Minsu Kim, Sanghyeok Choi, Taeyoung Yun et al.
ICLR 2025posterarXiv:2410.01432
15
citations
Adversarial Generative Flow Network for Solving Vehicle Routing Problems
Ni Zhang, Jingfeng Yang, Zhiguang Cao et al.
ICLR 2025posterarXiv:2503.01931
8
citations
COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation
Yudong Zhang, Xuan Yu, Xu Wang et al.
ICLR 2025poster
2
citations
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets
Zhen Liu, Tim Xiao, Weiyang Liu et al.
ICLR 2025posterarXiv:2412.07775
19
citations
Towards Improving Exploration through Sibling Augmented GFlowNets
Kanika Madan, Alex Lamb, Emmanuel Bengio et al.
ICLR 2025poster
5
citations
A Theory of Non-acyclic Generative Flow Networks
Leo Brunswic, Yinchuan Li, Yushun Xu et al.
AAAI 2024paperarXiv:2312.15246
GFlowNet Training by Policy Gradients
Puhua Niu, Shili Wu, Mingzhou Fan et al.
ICML 2024poster
Improving Gradient-Guided Nested Sampling for Posterior Inference
Pablo Lemos, Nikolay Malkin, Will Handley et al.
ICML 2024poster