Nikita Morozov's starred repositories
gflownet-generalization
Investigating Generalization Behaviours of Generative Flow Networks
GFlowNet-CombOpt
PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets".
star-shaped
Official PyTorch implementation for the paper Star-Shaped Denoising Diffusion Probabilistic Models
Diffusion-Generative-Flow-Samplers
PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization"
Awesome-Out-Of-Distribution-Detection
Out-of-distribution detection, robustness, and generalization resources. The repository contains a professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc
awesome-distribution-shift
A curated list of papers and resources about the distribution shift in machine learning.
on-device-dg
On-Device Domain Generalization
ODE-SDE-Generative-Models
Tutorial on generative models based on ordinary (ODE) and stochastic (SDE) differential equations
Awesome-GFlowNets
A curated list of resources about generative flow networks (GFlowNets).
conditional-flow-matching
TorchCFM: a Conditional Flow Matching library