Search Results for author: Andy Wang

Found 3 papers, 1 papers with code

On the Importance of Distraction-Robust Representations for Robot Learning

no code implementations1 Jan 2021 Andy Wang, Antoine Cully

Our experimental evaluations demonstrate that representations learned with a traditional dimensionality reduction algorithm are strongly susceptible to distractions in a robot's environment.

Dimensionality Reduction Representation Learning

Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface

1 code implementation13 Aug 2020 Vitalis Vosylius, Andy Wang, Cemlyn Waters, Alexey Zakharov, Francis Ward, Loic Le Folgoc, John Cupitt, Antonios Makropoulos, Andreas Schuh, Daniel Rueckert, Amir Alansary

In this paper, we propose a novel approach to predict the post-menstrual age (PA) at scan, using techniques from geometric deep learning, based on the neonatal white matter cortical surface.

Deep Learning for the Degraded Broadcast Channel

no code implementations18 Mar 2019 Erik Stauffer, Andy Wang, Nihar Jindal

Machine learning has shown promising results for communications system problems.

Information Theory Information Theory

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