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03/03/2022
An attack on Zarankiewicz's problem through SAT solving
The Zarankiewicz function gives, for a chosen matrix and minor size, the...
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11/09/2020
Detecting Outliers with Foreign Patch Interpolation
In medical imaging, outliers can contain hypo/hyper-intensities, minor d...
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08/16/2020
Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening
Prenatal screening with ultrasound can lower neonatal mortality signific...
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05/22/2020
Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics
De novo therapeutic design is challenged by a vast chemical repertoire a...
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05/19/2020
Ultrasound Video Summarization using Deep Reinforcement Learning
Video is an essential imaging modality for diagnostics, e.g. in ultrasou...
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04/16/2020
Divergent Search for Few-Shot Image Classification
When data is unlabelled and the target task is not known a priori, diver...
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08/30/2019
Semi-supervised Learning of Fetal Anatomy from Ultrasound
Semi-supervised learning methods have achieved excellent performance on ...
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03/06/2019
Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing
We investigate discrete spin transformations, a geometric framework to m...
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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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05/28/2018