34 citations · 39 across the 6 of their papers we have counts for
4 papers · 1 filter
Neurosymbolic hybrid approach to driver collision warning
Kyongsik Yun, Thomas Lu, Alexander Huyen +2
There are two main algorithmic approaches to autonomous driving systems: (1) An end-to-end system in which a single deep neural network learns to map sensory input directly into ap…
Explainability Tools Enabling Deep Learning in Future In-Situ Real-Time Planetary Explorations
Daniel Lundstrom, Alexander Huyen, Arya Mevada +2
Deep learning (DL) has proven to be an effective machine learning and computer vision technique. DL-based image segmentation, object recognition and classification will aid many in…
Small Target Detection for Search and Rescue Operations using Distributed Deep Learning and Synthetic Data Generation
Kyongsik Yun, Luan Nguyen, Tuan Nguyen +5
It is important to find the target as soon as possible for search and rescue operations. Surveillance camera systems and unmanned aerial vehicles (UAVs) are used to support search…
Deep Neural Networks for Pattern Recognition
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 a…