[Few-shot learning][2.2] Prototypical Networks: intuition, algorithm, pytorch code
Channel: Max Patacchiola
Date: 2020-01-26

In this episode of the Few-shot Learning series I give an overview on Prototypical Networks. After a rapid intuitive introduction I explain the algorithm and provide some essential Pytorch code.

The code is a compact version of the authors' implementation available on their repository: https://github.com/jakesnell/prototypical-networks

The original paper can be downloaded from: https://papers.nips.cc/paper/6996-prototypical-networks-for-few-shot-learning.pdf

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#machinelearning #deeplearning #artificialintelligence #ai #neuralnetworks