Accretionary Learning with Deep Neural Networks

Xinyu Wei, Biing-Hwang Fred Juang, Ouya Wang +2

One of the fundamental limitations of Deep Neural Networks (DNN) is its inability to acquire and accumulate new cognitive capabilities. When some new data appears, such as new obje…