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08/17/2022
KAM – a Kernel Attention Module for Emotion Classification with EEG Data
In this work, a kernel attention module is presented for the task of EEG...
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08/17/2022
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data
In this work, a parameter-efficient attention module is presented for em...
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06/28/2019
A 1d convolutional network for leaf and time series classification
In this paper, a 1d convolutional neural network is designed for classif...
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06/28/2019
On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration Networks
Image registration is a fundamental step in medical image analysis. Idea...
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11/22/2018
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration
We present a new unsupervised learning algorithm, "FAIM", for 3D medical...
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02/17/2016