Unsupervised Continual Clustering via Forward-Backward Knowledge Distillation

Mohammadreza Sadeghi, Sareh Soleimani, Zihan Wang +1

Unsupervised Continual Learning (UCL) aims to enable neural networks to learn sequential tasks without labels or access to past data. A major challenge in this setting is Catastrop…