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04/27/2020
LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network
Recent work showed neural-network-based approaches to reconstructing ima...
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08/22/2018
Learning to Support: Exploiting Structure Information in Support Sets for One-Shot Learning
Deep Learning shows very good performance when trained on large labeled ...
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06/23/2018
Dynamic Spectrum Matching with One-shot Learning
Convolutional neural networks (CNN) have been shown to provide a good so...
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09/15/2017
Cystoid macular edema segmentation of Optical Coherence Tomography images using fully convolutional neural networks and fully connected CRFs
In this paper we present a new method for cystoid macular edema (CME) se...
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08/18/2017