TEAL: New Selection Strategy for Small Buffers in Experience Replay Class Incremental Learning

Shahar Shaul-Ariel, Daphna Weinshall

Continual Learning is an unresolved challenge, whose relevance increases when considering modern applications. Unlike the human brain, trained deep neural networks suffer from a ph…