MIPT Deep Learning Club #8

“Improving the Realism of Synthetic Images” - Anton Karazeev about paper by Apple (Machine Learning Journal)

The key novelty here is using the generator’s history to improve discriminator (and performance of the proposed refiner model)

Thanks to Valentin Malykh for help in understanding the paper

• MPIIGaze dataset (for appearance-based gaze estimation)
• “Gaze estimation from synthesised images” (with some physics)
• Post on GANs