Creative Deep learning

Speaker: Victor Lempitsky - Skoltech Originally, deep learning methods were designed to recognize things, e.g. to classify images, and the first successes of deep learning were all about recognition. In recent years, however, deep learning has been used more and more often to create and to transform things (e.g. images) rather than to just recognize them. In the talk, I will discuss some of the recent projects at Skoltech Computer Vision group that develop deep architectures for image processing and genera