Distributional GFlowNets with Quantile Flows
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Dinghuai, Pan, Ling, Chen, Ricky T. Q., Courville, Aaron, Bengio, Yoshua |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Baking Symmetry into GFlowNets
by: Ma, George, et al.
Published: (2024)
by: Ma, George, et al.
Published: (2024)
Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization
by: Zhang, Dinghuai, et al.
Published: (2023)
by: Zhang, Dinghuai, et al.
Published: (2023)
GFlowNet Foundations
by: Bengio, Yoshua, et al.
Published: (2021)
by: Bengio, Yoshua, et al.
Published: (2021)
Local Search GFlowNets
by: Kim, Minsu, et al.
Published: (2023)
by: Kim, Minsu, et al.
Published: (2023)
Learning to Scale Logits for Temperature-Conditional GFlowNets
by: Kim, Minsu, et al.
Published: (2023)
by: Kim, Minsu, et al.
Published: (2023)
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets
by: Liu, Zhen, et al.
Published: (2024)
by: Liu, Zhen, et al.
Published: (2024)
GFlowNet Pretraining with Inexpensive Rewards
by: Pandey, Mohit, et al.
Published: (2024)
by: Pandey, Mohit, et al.
Published: (2024)
Improving GFlowNets for Text-to-Image Diffusion Alignment
by: Zhang, Dinghuai, et al.
Published: (2024)
by: Zhang, Dinghuai, et al.
Published: (2024)
Order-Preserving GFlowNets
by: Chen, Yihang, et al.
Published: (2023)
by: Chen, Yihang, et al.
Published: (2023)
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
by: Kim, Minsu, et al.
Published: (2024)
by: Kim, Minsu, et al.
Published: (2024)
Multi-Fidelity Active Learning with GFlowNets
by: Hernandez-Garcia, Alex, et al.
Published: (2023)
by: Hernandez-Garcia, Alex, et al.
Published: (2023)
Global-Order GFlowNets
by: Pastor-Pérez, Lluís, et al.
Published: (2025)
by: Pastor-Pérez, Lluís, et al.
Published: (2025)
Improving GFlowNets with Monte Carlo Tree Search
by: Morozov, Nikita, et al.
Published: (2024)
by: Morozov, Nikita, et al.
Published: (2024)
torchgfn: A PyTorch GFlowNet library
by: Viviano, Joseph D., et al.
Published: (2023)
by: Viviano, Joseph D., et al.
Published: (2023)
EMERGENT: Efficient and Manipulation-resistant Matching using GFlowNets
by: Tasnim, Mayesha, et al.
Published: (2025)
by: Tasnim, Mayesha, et al.
Published: (2025)
Bayesian learning of Causal Structure and Mechanisms with GFlowNets and Variational Bayes
by: Nishikawa-Toomey, Mizu, et al.
Published: (2022)
by: Nishikawa-Toomey, Mizu, et al.
Published: (2022)
Why Pool When You Can Flow? Active Learning with GFlowNets
by: Zhang, Renfei, et al.
Published: (2025)
by: Zhang, Renfei, et al.
Published: (2025)
Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training
by: Chen, Ruishuo, et al.
Published: (2025)
by: Chen, Ruishuo, et al.
Published: (2025)
AbFlowNet: Optimizing Antibody-Antigen Binding Energy via Diffusion-GFlowNet Fusion
by: Abir, Abrar Rahman, et al.
Published: (2025)
by: Abir, Abrar Rahman, et al.
Published: (2025)
Controlling Exploration-Exploitation in GFlowNets via Markov Chain Perspectives
by: Chen, Lin, et al.
Published: (2026)
by: Chen, Lin, et al.
Published: (2026)
Cell Morphology-Guided Small Molecule Generation with GFlowNets
by: Lu, Stephen Zhewen, et al.
Published: (2024)
by: Lu, Stephen Zhewen, et al.
Published: (2024)
Rooted Absorbed Prefix Trajectory Balance with Submodular Replay for GFlowNet Training
by: Wang, Xi, et al.
Published: (2026)
by: Wang, Xi, et al.
Published: (2026)
Interpreting GFlowNets for Drug Discovery: Extracting Actionable Insights for Medicinal Chemistry
by: S, Amirtha Varshini A, et al.
Published: (2025)
by: S, Amirtha Varshini A, et al.
Published: (2025)
Towards DNA-Encoded Library Generation with GFlowNets
by: Koziarski, Michał, et al.
Published: (2024)
by: Koziarski, Michał, et al.
Published: (2024)
RGFN: Synthesizable Molecular Generation Using GFlowNets
by: Koziarski, Michał, et al.
Published: (2024)
by: Koziarski, Michał, et al.
Published: (2024)
Maximum entropy GFlowNets with soft Q-learning
by: Mohammadpour, Sobhan, et al.
Published: (2023)
by: Mohammadpour, Sobhan, et al.
Published: (2023)
On Divergence Measures for Training GFlowNets
by: da Silva, Tiago, et al.
Published: (2024)
by: da Silva, Tiago, et al.
Published: (2024)
Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors
by: Kim, Hyeonah, et al.
Published: (2026)
by: Kim, Hyeonah, et al.
Published: (2026)
$f$-Trajectory Balance: A Loss Family for Tuning GFlowNets, Generative Models, and LLMs with Off- and On-Policy Data
by: Fawkes, Jake, et al.
Published: (2026)
by: Fawkes, Jake, et al.
Published: (2026)
In-Context Parametric Inference: Point or Distribution Estimators?
by: Mittal, Sarthak, et al.
Published: (2025)
by: Mittal, Sarthak, et al.
Published: (2025)
Catalyst GFlowNet for electrocatalyst design: A hydrogen evolution reaction case study
by: Podina, Lena, et al.
Published: (2025)
by: Podina, Lena, et al.
Published: (2025)
Self-Evolving Curriculum for LLM Reasoning
by: Chen, Xiaoyin, et al.
Published: (2025)
by: Chen, Xiaoyin, et al.
Published: (2025)
Streaming Bayes GFlowNets
by: da Silva, Tiago, et al.
Published: (2024)
by: da Silva, Tiago, et al.
Published: (2024)
Embarrassingly Parallel GFlowNets
by: da Silva, Tiago, et al.
Published: (2024)
by: da Silva, Tiago, et al.
Published: (2024)
Symmetry-Aware GFlowNets
by: Kim, Hohyun, et al.
Published: (2025)
by: Kim, Hohyun, et al.
Published: (2025)
Flow Matching on General Geometries
by: Chen, Ricky T. Q., et al.
Published: (2023)
by: Chen, Ricky T. Q., et al.
Published: (2023)
A Complexity-Based Theory of Compositionality
by: Elmoznino, Eric, et al.
Published: (2024)
by: Elmoznino, Eric, et al.
Published: (2024)
Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets
by: He, Haoran, et al.
Published: (2024)
by: He, Haoran, et al.
Published: (2024)
Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation
by: Trang, Bailey, et al.
Published: (2025)
by: Trang, Bailey, et al.
Published: (2025)
FALCON: Few-step Accurate Likelihoods for Continuous Flows
by: Rehman, Danyal, et al.
Published: (2025)
by: Rehman, Danyal, et al.
Published: (2025)
Similar Items
-
Baking Symmetry into GFlowNets
by: Ma, George, et al.
Published: (2024) -
Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization
by: Zhang, Dinghuai, et al.
Published: (2023) -
GFlowNet Foundations
by: Bengio, Yoshua, et al.
Published: (2021) -
Local Search GFlowNets
by: Kim, Minsu, et al.
Published: (2023) -
Learning to Scale Logits for Temperature-Conditional GFlowNets
by: Kim, Minsu, et al.
Published: (2023)