Claudio S. Ravasio

Multi-Scale and Cross-Scale Contrastive Learning for Semantic Segmentation

"This work considers supervised contrastive learning for semantic segmentation. We apply contrastive learning to enhance the discriminative power of the multi-scale features extracted by semantic segmentation networks. Our key methodological insight is to leverage samples from the feature spaces ema…