no code implementations • 1 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.
Ranked #4 on Out-of-Distribution Detection on CIFAR-100 vs SVHN
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.