Saransh Patel

CapT: A Hierarchical Capsule Representation Learning Approach for Class Continual Learning

Human brain is adept at continually acquiring new skills through structured patterns without forgetting previous learning, a feat that neural networks struggle to emulate. When these networks are exposed to new information, they tend to experience a significant decline in performance on tasks they w…