"generative flow networks" Papers
14 papers found
Conference
Action abstractions for amortized sampling
Oussama Boussif, Léna Ezzine, Joseph Viviano et al.
ICLR 2025arXiv:2410.15184
3
citations
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 2025arXiv:2410.01432
20
citations
Adversarial Generative Flow Network for Solving Vehicle Routing Problems
Ni Zhang, Jingfeng Yang, Zhiguang Cao et al.
ICLR 2025arXiv:2503.01931
9
citations
COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation
Yudong Zhang, Xuan Yu, Xu Wang et al.
ICLR 2025
2
citations
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets
Zhen Liu, Tim Xiao, Weiyang Liu et al.
ICLR 2025arXiv:2412.07775
21
citations
Generative Flows on Synthetic Pathway for Drug Design
Seonghwan Seo, Minsu Kim, Tony Shen et al.
ICLR 2025arXiv:2410.04542
17
citations
GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks
Haoqiang Kang, Enna Sachdeva, Piyush Gupta et al.
CVPR 2025arXiv:2503.06514
8
citations
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
Timofei Gritsaev, Nikita Morozov, Sergey Samsonov et al.
ICLR 2025arXiv:2410.15474
5
citations
Towards Improving Exploration through Sibling Augmented GFlowNets
Kanika Madan, Alex Lamb, Emmanuel Bengio et al.
ICLR 2025
5
citations
Amortizing intractable inference in large language models
Edward Hu, Moksh Jain, Eric Elmoznino et al.
ICLR 2024arXiv:2310.04363
86
citations
A Theory of Non-acyclic Generative Flow Networks
Leo Brunswic, Yinchuan Li, Yushun Xu et al.
AAAI 2024paperarXiv:2312.15246
7
citations
GFlowNet Training by Policy Gradients
Puhua Niu, Shili Wu, Mingzhou Fan et al.
ICML 2024arXiv:2408.05885
3
citations
Improving Gradient-Guided Nested Sampling for Posterior Inference
Pablo Lemos, Nikolay Malkin, Will Handley et al.
ICML 2024arXiv:2312.03911
14
citations