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11/26/2021
Evacuation Shelter Scheduling Problem
Evacuation shelters, which are urgently required during natural disaster...
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11/20/2021
Switching Independent Vector Analysis and Its Extension to Blind and Spatially Guided Convolutional Beamforming Algorithm
This paper develops a framework that can perform denoising, dereverberat...
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09/01/2021
Acceleration Method for Learning Fine-Layered Optical Neural Networks
An optical neural network (ONN) is a promising system due to its high-sp...
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08/04/2021
Blind and neural network-guided convolutional beamformer for joint denoising, dereverberation, and source separation
This paper proposes an approach for optimizing a Convolutional BeamForme...
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01/21/2021
A Joint Diagonalization Based Efficient Approach to Underdetermined Blind Audio Source Separation Using the Multichannel Wiener Filter
This paper presents a computationally efficient approach to blind source...
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10/23/2018
Finding Appropriate Traffic Regulations via Graph Convolutional Networks
Appropriate traffic regulations, e.g. planned road closure, are importan...
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02/15/2018
Blind Source Separation with Optimal Transport Non-negative Matrix Factorization
Optimal transport as a loss for machine learning optimization problems h...
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12/25/2015