On the pitfalls of entropy-based uncertainty for multi-class semi-supervised segmentation

Martin Van Waerebeke, Gregory Lodygensky, Jose Dolz

Semi-supervised learning has emerged as an appealing strategy to train deep models with limited supervision. Most prior literature under this learning paradigm resorts to dual-base…