Optimization – Gradients Overview

Optimization methods are an integral part of the training process of Deep neural networks, but most are using them as black box optimizers. This occurs because lack of practical knowledge…

להמשך קריאה Optimization – Gradients Overview

One-Shot Learning

One of the challenges of face recognition is solving the "One shot learning" problem – recognizing a person using one example of his face. As we all know "conventional" supervised…

להמשך קריאה One-Shot Learning