Search Results for author: Sebastian Pineda-Arango

Found 1 papers, 1 papers with code

Improving Sample Efficiency with Normalized RBF Kernels

1 code implementation30 Jul 2020 Sebastian Pineda-Arango, David Obando-Paniagua, Alperen Dedeoglu, Philip Kurzendörfer, Friedemann Schestag, Randolf Scholz

Experiments on CIFAR-10 and CIFAR-100 show that networks with normalized kernels as output layer can achieve higher sample efficiency, high compactness and well-separability through the presented method in comparison to networks with SoftMax output layer.

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