Search Results for author: Alexander Huyen

Found 5 papers, 0 papers with code

Neurosymbolic hybrid approach to driver collision warning

no code implementations28 Mar 2022 Kyongsik Yun, Thomas Lu, Alexander Huyen, Patrick Hammer, Pei Wang

(2) A mediated hybrid recognition system in which a system is created by combining independent modules that detect each semantic feature.

Autonomous Driving Image Classification +4

Explainability Tools Enabling Deep Learning in Future In-Situ Real-Time Planetary Explorations

no code implementations15 Jan 2022 Daniel Lundstrom, Alexander Huyen, Arya Mevada, Kyongsik Yun, Thomas Lu

It provides a set of explainability tools (ET) that opens the black box of a DNN so that the individual contribution of neurons to category classification can be ranked and visualized.

Image Segmentation Object Recognition +1

Deep Neural Networks for Pattern Recognition

no code implementations25 Sep 2018 Kyongsik Yun, Alexander Huyen, Thomas Lu

In the field of pattern recognition research, the method of using deep neural networks based on improved computing hardware recently attracted attention because of their superior accuracy compared to conventional methods.

General Classification Image Classification +2

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