Guoqiang Wu

N3C: Towards Replay-based Novelty Continual Clustering with Class-Overlapping

2025

Deep clustering has excelled in batch settings, but little work has addressed the more practical and challenging continual clustering (CC) with shifting data distributions. Additionally, class-overlapping, also a challenging issue, where classes recur across tasks, …