Efficient Data-Parallel Continual Learning with Asynchronous Distributed Rehearsal Buffers

Thomas Bouvier, Bogdan Nicolae, Hugo Chaugier +3

Deep learning has emerged as a powerful method for extracting valuable information from large volumes of data. However, when new training data arrives continuously (i.e., is not fu…