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11/08/2021
Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection
There are limited works showing the efficacy of unsupervised Out-of-Dist...
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01/03/2020
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net)
In-vivo optical microscopy is advancing into routine clinical practice f...
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11/11/2019
Evaluating Combinatorial Generalization in Variational Autoencoders
We evaluate the ability of variational autoencoders to generalize to uns...
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12/22/2018
Can VAEs Generate Novel Examples?
An implicit goal in works on deep generative models is that such models ...
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02/05/2018
A Multiresolution Deep Learning Framework for Automated Annotation of Reflectance Confocal Microscopy Images
Morphological tissue patterns in RCM images are critical in diagnosis of...
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12/01/2017