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08/23/2022
Structure Regularized Attentive Network for Automatic Femoral Head Necrosis Diagnosis and Localization
In recent years, several works have adopted the convolutional neural net...
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06/15/2022
Priori Error Estimate of Deep Mixed Residual Method for Elliptic PDEs
In this work, we derive a priori error estimate of the mixed residual me...
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07/06/2021
Generalization Error Analysis of Neural networks with Gradient Based Regularization
We study gradient-based regularization methods for neural networks. We m...
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03/21/2020
A level set representation method for N-dimensional convex shape and applications
In this work, we present a new efficient method for convex shape represe...
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11/12/2019
Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging
Annual low dose computed tomography (CT) lung screening is currently adv...
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08/09/2019