Style transfer-based image synthesis as an efficient regularization technique in deep learning

Agnieszka Mikołajczyk, Michał Grochowski

These days deep learning is the fastest-growing area in the field of Machine Learning. Convolutional Neural Networks are currently the main tool used for image analysis and classif…