no code implementations • ECCV 2020 • Anthony Hu, Fergal Cotter, Nikhil Mohan, Corina Gurau, Alex Kendall
We present a novel deep learning architecture for probabilistic future prediction from video.
1 code implementation • 7 Mar 2019 • Fergal Cotter, Nick Kingsbury
We do this by breaking down the scattering orders into single convolutional-like layers we call 'locally invariant' layers, and adding a learned mixing term to this layer.
no code implementations • 26 Nov 2018 • Geoffroy Dubourg-Felonneau, Timothy Cannings, Fergal Cotter, Hannah Thompson, Nirmesh Patel, John W Cassidy, Harry W Clifford
The potential benefits of applying machine learning methods to -omics data are becoming increasingly apparent, especially in clinical settings.
1 code implementation • 14 Nov 2018 • Fergal Cotter, Nick Kingsbury
We are stimulated by both Mallat's scattering transform and the idea of filtering in the Fourier domain.
no code implementations • 5 Sep 2017 • Fergal Cotter, Nick Kingsbury
These complex patterns may be useful for texture classification, but are quite dissimilar from the patterns visualized in second and third layers of Convolutional Neural Networks (CNNs) - the current state of the art Image Classifiers.