Avideep Mukherjee

VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference

Lifelong learning or continual learning is the problem of training an AI agent continuously while also preventing it from forgetting its previously acquired knowledge. Streaming lifelong learning is a challenging setting of lifelong learning with the goal of continuous learning in a dynamic non-stat…