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12/10/2019
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery
Symbolic regression is a powerful technique that can discover analytical...
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07/08/2019
Perceptual representations of structural information in images: application to quality assessment of synthesized view in FTV scenario
As the immersive multimedia techniques like Free-viewpoint TV (FTV) deve...
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11/28/2018
WaveletNet: Logarithmic Scale Efficient Convolutional Neural Networks for Edge Devices
We present a logarithmic-scale efficient convolutional neural network ar...
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08/27/2018
Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks
Deep learning is known to be data-hungry, which hinders its application ...
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10/26/2017
Rotational Unit of Memory
The concepts of unitary evolution matrices and associative memory have b...
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06/08/2017
Gated Orthogonal Recurrent Units: On Learning to Forget
We present a novel recurrent neural network (RNN) based model that combi...
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12/15/2016