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cs.LG2026
Gated Target Propagation for Compositional Generalization in Continual Learning
Abdel Mfougouon Njupoun, Colin Bredenberg, Blake Aaron Richards +1
Continual learning is typically framed as acquiring new knowledge without catastrophically forgetting previous tasks. However, a flexible continual learner should also be able to r…
cs.LG2023★ 4 cited
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning
Ezekiel Williams, Colin Bredenberg, Guillaume Lajoie
Many learning algorithms used as normative models in neuroscience or as candidate approaches for learning on neuromorphic chips learn by contrasting one set of network states with…