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10/28/2022
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels
Despite the success of convolutional neural networks for 3D medical-imag...
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10/20/2022
Pruning by Active Attention Manipulation
Filter pruning of a CNN is typically achieved by applying discrete masks...
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06/27/2022
Deep-Learning vs Regression: Prediction of Tourism Flow with Limited Data
Modern tourism in the 21st century is facing numerous challenges. One of...
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06/02/2022
Entangled Residual Mappings
Residual mappings have been shown to perform representation learning in ...
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04/15/2022
End-to-End Sensitivity-Based Filter Pruning
In this paper, we present a novel sensitivity-based filter pruning algor...
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10/29/2021
3D-OOCS: Learning Prostate Segmentation with Inductive Bias
Despite the great success of convolutional neural networks (CNN) in 3D m...
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06/13/2021