2023
On the Soft-Subnetwork for Few-Shot Class Incremental Learning
ICLR 2023poster
Inspired by Regularized Lottery Ticket Hypothesis, which states that competitive smooth (non-binary) subnetworks exist within a dense network, we propose a few-shot class-incremental learning method referred to as Soft-SubNetworks (SoftNet). Our objective is to learn a sequence of sessions increment…