Yeonjung Hwang

Dictionary Contrastive Learning for Efficient Local Supervision without Auxiliary Networks

While backpropagation (BP) has achieved widespread success in deep learning, it faces two prominent challenges: computational inefficiency and biological implausibility. In response to these challenges, local supervision, encompassing Local Learning (LL) and Forward Learning (FL), has emerged as a p…