Centroids Matching: an efficient Continual Learning approach operating in the embedding space

Jary Pomponi, Simone Scardapane, Aurelio Uncini

Catastrophic forgetting (CF) occurs when a neural network loses the information previously learned while training on a set of samples from a different distribution, i.e., a new tas…