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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...
01/03/2020 ∙ by Kivanc Kose, et al. ∙
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Evaluating Combinatorial Generalization in Variational Autoencoders
We evaluate the ability of variational autoencoders to generalize to uns...
11/11/2019 ∙ by Alican Bozkurt, et al. ∙
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Can VAEs Generate Novel Examples?
An implicit goal in works on deep generative models is that such models ...
12/22/2018 ∙ by Alican Bozkurt, et al. ∙
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A Multiresolution Deep Learning Framework for Automated Annotation of Reflectance Confocal Microscopy Images
Morphological tissue patterns in RCM images are critical in diagnosis of...
02/05/2018 ∙ by Kivanc Kose, et al. ∙
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Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention
Reflectance confocal microscopy (RCM) is an effective, non-invasive pre-...
12/01/2017 ∙ by Alican Bozkurt, et al. ∙
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Classifying Fonts and Calligraphy Styles Using Complex Wavelet Transform
Recognizing fonts has become an important task in document analysis, due...
07/09/2014 ∙ by Alican Bozkurt, et al. ∙
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