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04/29/2022
A weighted first-order formulation for solving anisotropic diffusion equations with deep neural networks
In this paper, a new weighted first-order formulation is proposed for so...
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09/06/2021
End to end hyperspectral imaging system with coded compression imaging process
Hyperspectral images (HSIs) can provide rich spatial and spectral inform...
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07/02/2020
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning
Segmentation of multiple surfaces in medical images is a challenging pro...
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05/25/2019
Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks
Deep-learning based classification algorithms have been shown to be susc...
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01/27/2019