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04/13/2022
Neural Vector Fields for Surface Representation and Inference
Neural implicit fields have recently been shown to represent 3D shapes a...
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06/18/2020
Unsupervised out-of-distribution detection using kernel density estimation
Deep neural networks achieve significant advancement to the state-of-the...
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06/18/2020
Contrastive learning of global and local features for medical image segmentation with limited annotations
A key requirement for the success of supervised deep learning is a large...
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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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05/17/2017
