Periodic Reporting for period 1 - GenClassifier4CL (Incrementally learning new classes with generative classification)

Learning continually from non-stationary streams of data is a key feature of natural intelligence, but an unsolved problem in deep learning. Particularly challenging for deep neural networks is the problem of "class-incremental learning", whereby a network must learn to...