Search Results for author: Hongyu Mou

Found 2 papers, 1 papers with code

The Compact Support Neural Network

no code implementations1 Apr 2021 Adrian Barbu, Hongyu Mou

This paper introduces a novel neuron generalization that has the standard dot-product-based neuron and the {\color{black} radial basis function (RBF)} neuron as two extreme cases of a shape parameter.

Autonomous Driving Out-of-Distribution Detection +1

Accurate Dictionary Learning with Direct Sparsity Control

1 code implementation ICIP 2018 Hongyu Mou, Adrian Barbu

Dictionary learning is a popular method for obtaining sparse linear representations for high dimensional data, with many applications in image classification, signal processing and machine learning.

Dictionary Learning feature selection +2

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