Abstract: Online class-incremental continual learning aims to learn new classes continually from a never-ending and single-pass data stream, while not forgetting the learned knowledge of old classes.

The ultrasound technician at Main Line Fertility’s Havertown office grabbed a bottle of what she thought was saline from a cabinet in an exam room and poured the clear liquid into a green bowl. The ...