Shun-Xian Cai

Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision

Instance segmentation requires labor-intensive manual labeling of the contours of complex objects in images for training. The labels can also be provided incrementally in practice to balance the human labor in different time steps. However, research on incremental learning for instance segmentation…