Cover Image

torchgfn: A PyTorch GFlowNet library

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Viviano, Joseph D., Younis, Omar G., Choi, Sanghyeok, Schmidt, Victor, Bengio, Yoshua, Lahlou, Salem
Format:	Preprint
Published:	2023
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GFlowNet Foundations
by: Bengio, Yoshua, et al.
Published: (2021)

Baking Symmetry into GFlowNets
by: Ma, George, et al.
Published: (2024)

Ant Colony Sampling with GFlowNets for Combinatorial Optimization
by: Kim, Minsu, et al.
Published: (2024)

Local Search GFlowNets
by: Kim, Minsu, et al.
Published: (2023)

Distributional GFlowNets with Quantile Flows
by: Zhang, Dinghuai, et al.
Published: (2023)

Multi-Fidelity Active Learning with GFlowNets
by: Hernandez-Garcia, Alex, et al.
Published: (2023)

Learning to Scale Logits for Temperature-Conditional GFlowNets
by: Kim, Minsu, et al.
Published: (2023)

Curriculum-Augmented GFlowNets For mRNA Sequence Generation
by: Laajil, Aya, et al.
Published: (2025)

Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets
by: Malek, Idriss, et al.
Published: (2025)

Bayesian learning of Causal Structure and Mechanisms with GFlowNets and Variational Bayes
by: Nishikawa-Toomey, Mizu, et al.
Published: (2022)

Avoid What You Know: Divergent Trajectory Balance for GFlowNets
by: Dall'Antonia, Pedro, et al.
Published: (2026)

Cell Morphology-Guided Small Molecule Generation with GFlowNets
by: Lu, Stephen Zhewen, et al.
Published: (2024)

GFlowNet Pretraining with Inexpensive Rewards
by: Pandey, Mohit, et al.
Published: (2024)

Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
by: Kim, Hyeonah, et al.
Published: (2024)

torchtune: PyTorch native post-training library
by: Obozov, Mark, et al.
Published: (2026)

Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets
by: Liu, Zhen, et al.
Published: (2024)

Catalyst GFlowNet for electrocatalyst design: A hydrogen evolution reaction case study
by: Podina, Lena, et al.
Published: (2025)

Towards DNA-Encoded Library Generation with GFlowNets
by: Koziarski, Michał, et al.
Published: (2024)

Torch Geometric Pool: the PyTorch library for pooling in Graph Neural Networks
by: Abate, Carlo, et al.
Published: (2025)

RGFN: Synthesizable Molecular Generation Using GFlowNets
by: Koziarski, Michał, et al.
Published: (2024)

Maximum entropy GFlowNets with soft Q-learning
by: Mohammadpour, Sobhan, et al.
Published: (2023)

Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets
by: Younsi, Adam, et al.
Published: (2025)

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors
by: Kim, Hyeonah, et al.
Published: (2026)

On Generalization for Generative Flow Networks
by: Krichel, Anas, et al.
Published: (2024)

torchmil: A PyTorch-based library for deep Multiple Instance Learning
by: Castro-Macías, Francisco M., et al.
Published: (2025)

Streaming Bayes GFlowNets
by: da Silva, Tiago, et al.
Published: (2024)

Embarrassingly Parallel GFlowNets
by: da Silva, Tiago, et al.
Published: (2024)

Symmetry-Aware GFlowNets
by: Kim, Hohyun, et al.
Published: (2025)

Order-Preserving GFlowNets
by: Chen, Yihang, et al.
Published: (2023)

Pessimistic Backward Policy for GFlowNets
by: Jang, Hyosoon, et al.
Published: (2024)

GFlowNet Training by Policy Gradients
by: Niu, Puhua, et al.
Published: (2024)

Stable GFlowNets with Probabilistic Guarantees
by: Lei, Zengxiang, et al.
Published: (2026)

PyLO: Towards Accessible Learned Optimizers in PyTorch
by: Janson, Paul, et al.
Published: (2025)

Global-Order GFlowNets
by: Pastor-Pérez, Lluís, et al.
Published: (2025)

TorchAO: PyTorch-Native Training-to-Serving Model Optimization
by: Or, Andrew, et al.
Published: (2025)

PyGraph: Robust Compiler Support for CUDA Graphs in PyTorch
by: Ghosh, Abhishek, et al.
Published: (2025)

Venom: A PyTorch Generative Modeling Toolkit
by: Yan, Liang
Published: (2026)

Lowering PyTorch's Memory Consumption for Selective Differentiation
by: Bhatia, Samarth, et al.
Published: (2024)

Revisiting Non-Acyclic GFlowNets in Discrete Environments
by: Morozov, Nikita, et al.
Published: (2025)

ExecuTorch -- A Unified PyTorch Solution to Run AI Models On-Device
by: Nachin, Mergen, et al.
Published: (2026)