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Continual Few-Shot Learning with Hippocampal Replay

In continual learning, the neural network learns from a stream of data, acquiring new knowledge incrementally. It’s not possible to assume an i.i.d. stationary dataset available in one batch. Catastrophic forgetting of previous knowledge is a well known challenge. A wide variety of approaches fall broadly into 3 categories [6]:… Read More »Continual Few-Shot Learning with Hippocampal Replay