SPACE: Structured Compression and Sharing of Representational Space for Continual Learning

Gobinda Saha, Isha Garg, Aayush Ankit +1

Humans learn adaptively and efficiently throughout their lives. However, incrementally learning tasks causes artificial neural networks to overwrite relevant information learned ab…