Stefan Harrer

According to our database, Stefan Harrer authored at least 21 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

DeepActsNet: A deep ensemble framework combining features from face, hands, and body for action recognition.

Umar Asif, Deval Mehta, Stefan von Cavallar, Jianbin Tang, Stefan Harrer

Pattern Recognit., July, 2023

Building the Future of Responsible AI: A Reference Architecture for Designing Large Language Model based Agents.

Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer, Jon Whittle

CoRR, 2023

2021

Preictal onset detection through unsupervised clustering for epileptic seizure prediction.

Alessio Quercia, Thomas Frick, Fabian Emanuel Egli, Nicholas Pullen, Isabelle Dupanloup, Jianbin Tang, Umar Asif, Stefan Harrer, Thomas Brunschwiler

Proceedings of the IEEE International Conference on Digital Health, 2021

Features importance in seizure classification using scalp EEG reduced to single timeseries.

Sébastien Naze, Jianbin Tang, James R. Kozloski, Stefan Harrer

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Towards Automated and Marker-Less Parkinson Disease Assessment: Predicting UPDRS Scores Using Sit-Stand Videos.

Deval Mehta, Umar Asif, Tian Hao, Erhan Bilal, Stefan von Cavallar, Stefan Harrer, Jeffrey L. Rogers

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

DeepActsNet: Spatial and Motion features from Face, Hands, and Body Combined with Convolutional and Graph Networks for Improved Action Recognition.

Umar Asif, Deval Mehta, Stefan von Cavallar, Jianbin Tang, Stefan Harrer

CoRR, 2020

SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification.

Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer

Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

Ensemble Knowledge Distillation for Learning Improved and Efficient Networks.

Umar Asif, Jianbin Tang, Stefan Harrer

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience.

Umar Asif, Stefan von Cavallar, Jianbin Tang, Stefan Harrer

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

SeizureNet: A Deep Convolutional Neural Network for Accurate Seizure Type Classification and Seizure Detection.

Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer

CoRR, 2019

Machine Learning for Seizure Type Classification: Setting the benchmark.

Subhrajit Roy, Umar Asif, Jianbin Tang, Stefan Harrer

CoRR, 2019

Privacy Preserving Human Fall Detection using Video Data.

Umar Asif, Benjamin S. Mashford, Stefan von Cavallar, Shivanthan A. C. Yohanandan, Subhrajit Roy, Jianbin Tang, Stefan Harrer

Proceedings of the Machine Learning for Health Workshop, 2019

ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification.

Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer

Proceedings of the Artificial Intelligence in Medicine, 2019

Densely Supervised Grasp Detector (DSGD).

Umar Asif, Jianbin Tang, Stefan Harrer

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

GraspNet: An Efficient Convolutional Neural Network for Real-time Grasp Detection for Low-powered Devices.

Umar Asif, Jianbin Tang, Stefan Harrer

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Robust Low-Cost EEG Motor Imagery-Based Brain-Computer Interface.

Shivanthan A. C. Yohanandan, Isabell Kiral-Kornek, Jianbin Tang, Benjamin S. Mashford, Umar Asif, Stefan Harrer

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Deep Learning Enabled Automatic Abnormal EEG Identification.

Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

EnsembleNet: Improving Grasp Detection using an Ensemble of Convolutional Neural Networks.

Umar Asif, Jianbin Tang, Stefan Harrer

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Neural-network-based analysis of EEG data using the neuromorphic TrueNorth chip for brain-machine interfaces.

Benjamin S. Mashford, Antonio Jimeno-Yepes, Isabell Kiral-Kornek, Jianbin Tang, Stefan Harrer

IBM J. Res. Dev., 2017

TrueNorth-enabled real-time classification of EEG data for brain-computer interfacing.

Isabell Kiral-Kornek, Dulini Mendis, Ewan S. Nurse, Benjamin S. Mashford, Dean R. Freestone, David B. Grayden, Stefan Harrer

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Decoding EEG and LFP signals using deep learning: heading TrueNorth.

Ewan Nurse, Benjamin S. Mashford, Antonio Jimeno-Yepes, Isabell Kiral-Kornek, Stefan Harrer, Dean R. Freestone

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016