Learning continually with representational drift

Suzanne van der Veldt, Gido M. van de Ven, Sanne Moorman +1

Deep artificial neural networks famously struggle to learn from non-stationary streams of data. Without dedicated mitigation strategies, continual learning is associated with conti…