RECALL: Rehearsal-free Continual Learning for Object Classification

Markus Knauer, Maximilian Denninger, Rudolph Triebel

Convolutional neural networks show remarkable results in classification but struggle with learning new things on the fly. We present a novel rehearsal-free approach, where a deep n…