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08/20/2020
Causal Future Prediction in a Minkowski Space-Time
Estimating future events is a difficult task. Unlike humans, machine lea...
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10/06/2019
One Shot Radiance: Global Illumination Using Convolutional Autoencoders
Rendering realistic images with Global Illumination (GI) is a computatio...
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03/05/2019
FastReg: Fast Non-Rigid Registration via Accelerated Optimisation on the Manifold of Diffeomorphisms
We present a new approach to diffeomorphic non-rigid registration of med...
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11/20/2018
Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging
Detecting acoustic shadows in ultrasound images is important in many cli...
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09/27/2018
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning
Revealing latent structure in data is an active field of research, havin...
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05/22/2017
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation
Incorporation of prior knowledge about organ shape and location is key t...
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05/25/2016
