JUNE 8 & 9, 2020 TRACKS

Real-Time @ SIGGRAPH – Papers

Painting with a Deep Generative Model

David Bau – Massachusetts Institute of Technology

We explore how the neurons inside Generative Adversarial Networks (GANs) – deep networks that are trained to synthesize realistic images – reveal a fascinating decomposition of the visual world. We show to find these neurons, and we demonstrate how to control them to use a GAN like a semantic paintbrush.

Personal Profile
David Bau
Ph.D. Candidate in Electrical Engineering and Computer Science – Massachusetts Institute of Technology
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