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11/09/2020
DeConFuse : A Deep Convolutional Transform based Unsupervised Fusion Framework
This work proposes an unsupervised fusion framework based on deep convol...
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11/09/2020
ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis
This work addresses the problem of analyzing multi-channel time series d...
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10/02/2020
Deep Convolutional Transform Learning – Extended version
This work introduces a new unsupervised representation learning techniqu...
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12/11/2019
Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis
In multi echo imaging, multiple T1/T2 weighted images of the same cross ...
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12/11/2019
Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning
Currently there are several well-known approaches to non-intrusive appli...
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12/10/2019