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Bilkent University

Online Academic Catalog

Undergraduate and Graduate Programs 2020-2021

CS 585 Deep Generative Networks

Image generation and manipulation algorithms with deep learning. Convolutional neural networks, generative adversarial networks. (multi-modal) image to image translation. Image inpainting. Texture synthesis. Unsupervised feature learning via image reconstruction. 3D image learning. Video generation. Credit units: 3 ECTS Credit units: 5.

Autumn Semester (Ayşegül Dündar)

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