Better Generalized Few-Shot Learning Even Without Base Data

1 code implementation • 29 Nov 2022 • Seong-Woong Kim, Dong-Wan Choi

In this paper, we overcome this limitation by proposing a simple yet effective normalization method that can effectively control both mean and variance of the weight distribution of novel classes without using any base samples and thereby achieve a satisfactory performance on both novel and base classes.

Few-Shot Learning Generalized Few-Shot Learning