Poster "generative flow networks" Papers
12 papers found
Conference
Action abstractions for amortized sampling
Oussama Boussif, Léna Ezzine, Joseph Viviano et al.
ICLR 2025arXiv:2410.15184
3
citations
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
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