The ebb and flow of charged particles creates electrical signals that form communications between neurons. To figure out details of the miniscule movements of AMPA receptors (at the level of single ...

In this work, we start by analyzing the learning dynamics of PEFT techniques when trained on few-shot data from only a subset of categories, referred to as the “base” classes. We show that such ...

This repository implements a Model-Agnostic Meta-Learning (MAML) algorithm for few-shot image classification tasks using PyTorch. MAML is designed to address the challenge of adapting to new tasks ...