CLIP-guided continual novel class discovery

Qingsen Yan, Yiting Yang, Yutong Dai, Xing Zhang, Katarzyna Wiltos, Marcin Wozniak, Wei Dong, Yanning Zhang

Abstract: Highlights•Improved data balancing model for deep neural networks.•Semi-supervised learning strategy with prototype adaptation.•Good generalization ability of the nn model for novel-class discovery.