Laplacian Regularized Few-Shot Learning

Imtiaz Masud Ziko, Jose Dolz, Eric Granger, Ismail Ben Ayed

Abstract: We propose a transductive Laplacian-regularized inference for few-shot tasks. Given any feature embedding learned from the base classes, we minimize a quadratic binary-assignment function containin...