2 citations · 2 across the 5 of their papers we have counts for
3 papers · 1 filter
A Comprehensive Benchmark of Source-Free Universal Domain Adaptation on Time Series Representations
Romain Mussard, Fannia Pacheco, Maxime Berar +2
Source-Free Universal Domain Adaptation (SF-UniDA) extends Universal Domain Adaptation by removing access to source data at adaptation time while still handling label-set mismatche…
Two-sample test with Wasserstein distance on Gaussian samples based on a log-normal approximation
Johann Clément-Cottuz, Maxime Bérar, Gilles Gasso
In this article, we propose a two-sample test based on the Wasserstein 2-distance between two 1D samples, where the first sample is assumed to be Gaussian based on an approximation…
Spectral-Spatial Contrastive Learning Framework for Regression on Hyperspectral Data
Mohamad Dhaini, Paul Honeine, Maxime Berar +1
Contrastive learning has demonstrated great success in representation learning, especially for image classification tasks. However, there is still a shortage in studies targeting r…