Truman Hickok

Watch Your Step: Optimal Retrieval for Continual Learning at Scale

2024 · arXiv (Cornell University)

In continual learning, a model learns incrementally over time while minimizing interference between old and new tasks. One of the most widely used approaches in continual learning is referred to as replay. Replay methods support …