Leveraging Complementary Embeddings for Replay Selection in Continual Learning with Small Buffers

Danit Yanowsky, Daphna Weinshall

Catastrophic forgetting remains a key challenge in Continual Learning (CL). In replay-based CL with severe memory constraints, performance critically depends on the sample selectio…