Task Adaptive Feature Transformation for One-Shot Learning

Imtiaz Masud Ziko, Freddy Lecue, Ismail Ben Ayed

We introduce a simple non-linear embedding adaptation layer, which is fine-tuned on top of fixed pre-trained features for one-shot tasks, improving significantly transductive entro…