1 code implementation • 3 Sep 2018 • Marc Assens, Xavier Giro-i-Nieto, Kevin McGuinness, Noel E. O'Connor
We introduce PathGAN, a deep neural network for visual scanpath prediction trained on adversarial examples.
1 code implementation • 11 Jul 2017 • Marc Assens, Kevin McGuinness, Xavier Giro-i-Nieto, Noel E. O'Connor
The first part of the network consists of a model trained to generate saliency volumes, whose parameters are fit by back-propagation computed from a binary cross entropy (BCE) loss over downsampled versions of the saliency volumes.