26 citations · 53 across the 7 of their papers we have counts for
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cs.LG2023★ 1 cited
Class-Incremental Continual Learning for General Purpose Healthcare Models
Amritpal Singh, Mustafa Burak Gurbuz, Shiva Souhith Gantha +1
Healthcare clinics regularly encounter dynamic data that changes due to variations in patient populations, treatment policies, medical devices, and emerging disease patterns. Deep…
cs.LG2023
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning
Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis
Deep neural networks (DNNs) struggle to learn in dynamic environments since they rely on fixed datasets or stationary environments. Continual learning (CL) aims to address this lim…