Khai Nguyen

Mini-batch-OT. A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, color transfer, and gradient flow.

EBSW. Official PyTorch implementation for paper: Energy-Based Sliced Wasserstein Distance

CSW. A novel variant of sliced Wasserstein based on a new slicing technique that utilizes the convolution operator.

Quasi-SW. Official PyTorch implementation for paper: Quasi-Monte Carlo for 3D Sliced Wasserstein

RPSW. Official PyTorch implementation for paper: Sliced Wasserstein with Random-Path Projecting Directions

CV-SW. Official PyTorch implementation for paper: Sliced Wasserstein Estimation with Control Variates

H2SW. Official PyTorch implementation for paper: Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions

MFSWB. Official PyTorch implementation for paper: Towards Marginal Fairness Sliced Wasserstein Barycenter

SROT. Python

StreamSW. Official Python implementation for paper: Streaming Sliced Optimal Transport

HierarchicalAttentionNetworks. Python

HSW. Hierarchical Sliced Wasserstein distance is a metric between probability measures that utilizes Hierarchical Radon Transform to projected measures to their one-dimensional projections.