Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples

no code implementations • 12 Dec 2023 • Marwa Kechaou, Mokhtar Z. Alaya, Romain Hérault, Gilles Gasso

Adversarial learning baselines for domain adaptation (DA) approaches in the context of semantic segmentation are under explored in semi-supervised framework.

Domain Adaptation Semantic Segmentation +1

Open Set Domain Adaptation using Optimal Transport

no code implementations • 2 Oct 2020 • Marwa Kechaou, Romain Hérault, Mokhtar Z. Alaya, Gilles Gasso

We present a 2-step optimal transport approach that performs a mapping from a source distribution to a target distribution.

Domain Adaptation