research
∙
08/24/2023
Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment
While large volumes of unlabeled data are usually available, associated ...
share
research
∙
07/04/2023
Fast Optimal Transport through Sliced Wasserstein Generalized Geodesics
Wasserstein distance (WD) and the associated optimal transport plan have...
research
∙
11/18/2022
Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections
It has been shown beneficial for many types of data which present an und...
research
∙
06/08/2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
This paper addresses the problem of Unbalanced Optimal Transport (UOT) i...
research
∙
02/10/2020
Time Series Alignment with Global Invariances
In this work we address the problem of comparing time series while takin...
research
∙
05/24/2019
Sliced Gromov-Wasserstein
Recently used in various machine learning contexts, the Gromov-Wasserste...
research
∙
05/23/2018
Optimal Transport for structured data
Optimal transport has recently gained a lot of interest in the machine l...
research
∙
07/09/2016
Combining multiple resolutions into hierarchical representations for kernel-based image classification
Geographic object-based image analysis (GEOBIA) framework has gained inc...
research
∙
06/15/2016
Combining multiscale features for classification of hyperspectral images: a sequence based kernel approach
Nowadays, hyperspectral image classification widely copes with spatial i...
research
∙
04/06/2016