conftrace_

generative flow network

35 papers

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Also known as

GFLOWNETS GFLOWN GFLOWNET GFN

Co-occurring keywords

reward function (291) variational inference (2069) probabilistic modeling (852) bayesian inference (1907) energy-based model (251) amortized inference (102) reinforcement learning (4352) molecular generation (78) stochastic policy (25) trajectory balance (3)

Papers

Learning GFlowNets From Partial Episodes For Improved Convergence And Stability ICML 2023
Towards Understanding and Improving GFlowNet Training ICML 2023
Stochastic Generative Flow Networks UAI 2023
Better Training of GFlowNets with Local Credit and Incomplete Trajectories ICML 2023
Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network NIPS 2023
DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets NIPS 2023
GFlowNet Foundations JMLR 2023
Generative Flow Networks for Discrete Probabilistic Modeling ICML 2022
Trajectory balance: Improved credit assignment in GFlowNets NIPS 2022
Bayesian structure learning with generative flow networks UAI 2022