Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment

François Painblanc, Laetitia Chapel, Nicolas Courty +3

While large volumes of unlabeled data are usually available, associated labels are often scarce. The unsupervised domain adaptation problem aims at exploiting labels from a source…