MANGO: Meta-Adaptive Network Gradient Optimization for Online Continual Learning

Ankita Awasthi, Marco Apolinario, Kaushik Roy

In Online Continual Learning (OCL), a neural network sequentially learns from a non-stationary data stream in a single-pass with access only to a limited memory replay buffer. This…