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Deep learning occurs through the use of neural networks, which are layered to recognize patterns and complex relationships in images, and run through lots of iterations of stochastic gradient descent and gradually refine the weights

Kien Tran,Hiroshi Sato,M. Kubo

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TLDR

A metric learning method for few-shot learning tasks by taking advantage of NTMs and Matching Network to improve few- shot learning task’s learning accuracy on both Omniglot dataset and Mini-Imagenet dataset is proposed.