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

PhyPlan: Learning to Plan Tasks with Generalizable and Rapid Physical Reasoning for Embodied Manipulation AAAI 2026
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets AAAI 2026
Generative Flow Networks for Lead Optimization in Drug Design (Student Abstract) AAAI 2025
Flow Factorization for Efficient Generative Flow Networks AAAI 2025
Towards Robust, Efficient, and Practical Decision-Making: From Reward-Maximizing Deep Reinforcement Learning to Reward-Matching GFlowNets AAAI 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation CVPR 2025
Few-Shot Open-Set Classification via Reasoning-Aware Decomposition EMNLP 2025
Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets EMNLP 2025
GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks CVPR 2025
Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025
Pessimistic Backward Policy for GFlowNets NIPS 2024
Streaming Bayes GFlowNets NIPS 2024
QGFN: Controllable Greediness with Action Values NIPS 2024
On Divergence Measures for Training GFlowNets NIPS 2024
Structural Inference of Dynamical Systems with Conjoined State Space Models NIPS 2024
Maximum entropy GFlowNets with soft Q-learning AISTATS 2024
Generative Flow Networks as Entropy-Regularized RL AISTATS 2024
A Theory of Non-acyclic Generative Flow Networks AAAI 2024
Learning to Build Solutions in Stochastic Matching Problems Using Flows (Student Abstract) AAAI 2024
GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets EMNLP 2024
Improved off-policy training of diffusion samplers NIPS 2024
GFlowNet Assisted Biological Sequence Editing NIPS 2024
GFlowOut: Dropout with Generative Flow Networks ICML 2023
A theory of continuous generative flow networks ICML 2023
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs IJCAI 2023