Few-shot Class-Incremental Semantic Segmentation via Pseudo-Labeling and Knowledge Distillation

1 code implementation • 5 Aug 2023 • Chengjia Jiang, Tao Wang, Sien Li, Jinyang Wang, Shirui Wang, Antonios Antoniou

Given only one or a few images labeled with the novel classes and a much larger set of unlabeled images, we transfer the knowledge from labeled images to unlabeled images with a coarse-to-fine pseudo-labeling approach in two steps.

Class-Incremental Semantic Segmentation Knowledge Distillation