Search Results for author: Marc Assens

Found 2 papers, 2 papers with code

PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks

1 code implementation3 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.

Scanpath prediction

SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes

1 code implementation11 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.

Scanpath prediction

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