2 papers
cs.LG2026
Natural Gradient Descent for Online Continual Learning
Joe Khawand, David Colliaux
Online Continual Learning (OCL) for image classification represents a challenging subset of Continual Learning, focusing on classifying images from a stream without assuming data i…
cs.CV2023
Continual Learning with Deep Streaming Regularized Discriminant Analysis
Joe Khawand, Peter Hanappe, David Colliaux
Continual learning is increasingly sought after in real world machine learning applications, as it enables learning in a more human-like manner. Conventional machine learning appro…