2023
Continual Unsupervised Disentangling of Self-Organizing Representations
ICLR 2023top-25%
Limited progress has been made in continual unsupervised learning of representations, especially in reusing, expanding, and continually disentangling learned semantic factors across data environments. We argue that this is because existing approaches treat continually-arrived data independently, wit…