Mathieu Pagé Fortin

Continual Semantic Segmentation Leveraging Image-level Labels and Rehearsal

Despite the remarkable progress of deep learning models for semantic segmentation, the success of these models is strongly limited by the following aspects: 1) large datasets with pixel-level annotations must be available and 2) training must be performed with all classes simultaneously. Indeed, in…