Stefan Harrer

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Unsupervised Clustering

Action Recognition

Top Venues

MLCN/RNO-AI@MICCAI

Publications

Yue Liu, Sin Kit Lo, Qinghua Lu, Liming Zhu, Dehai Zhao, Xiwei Xu, Stefan Harrer, Jon Whittle
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents. CoRR (2024)
Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer, Jon Whittle
Building the Future of Responsible AI: A Reference Architecture for Designing Large Language Model based Agents. CoRR (2023)
Umar Asif, Deval Mehta, Stefan von Cavallar, Jianbin Tang, Stefan Harrer
DeepActsNet: A deep ensemble framework combining features from face, hands, and body for action recognition. Pattern Recognit. 139 (2023)
Alessio Quercia, Thomas Frick, Fabian Emanuel Egli, Nicholas Pullen, Isabelle Dupanloup, Jianbin Tang, Umar Asif, Stefan Harrer, Thomas Brunschwiler
Preictal onset detection through unsupervised clustering for epileptic seizure prediction. ICDH (2021)
Sébastien Naze, Jianbin Tang, James R. Kozloski, Stefan Harrer
Features importance in seizure classification using scalp EEG reduced to single timeseries. EMBC (2021)
Deval Mehta, Umar Asif, Tian Hao, Erhan Bilal, Stefan von Cavallar, Stefan Harrer, Jeffrey Rogers
Towards Automated and Marker-Less Parkinson Disease Assessment: Predicting UPDRS Scores Using Sit-Stand Videos. CVPR Workshops (2021)
Deval Mehta, Umar Asif, Tian Hao, Erhan Bilal, Stefan von Cavallar, Stefan Harrer, Jeffrey Rogers
Towards Automated and Marker-less Parkinson Disease Assessment: Predicting UPDRS Scores using Sit-stand videos. CoRR (2021)
Umar Asif, Stefan von Cavallar, Jianbin Tang, Stefan Harrer
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience. ECAI (2020)
Umar Asif, Stefan von Cavallar, Jianbin Tang, Stefan Harrer
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience. CoRR (2020)
Umar Asif, Jianbin Tang, Stefan Harrer
Ensemble Knowledge Distillation for Learning Improved and Efficient Networks. ECAI (2020)
Umar Asif, Deval Mehta, Stefan von Cavallar, Jianbin Tang, Stefan Harrer
DeepActsNet: Spatial and Motion features from Face, Hands, and Body Combined with Convolutional and Graph Networks for Improved Action Recognition. CoRR (2020)
Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer
SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification. MLCN/RNO-AI@MICCAI (2020)
Subhrajit Roy, Umar Asif, Jianbin Tang, Stefan Harrer
Machine Learning for Seizure Type Classification: Setting the benchmark. CoRR (2019)
Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. AIME (2019)
Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer
SeizureNet: A Deep Convolutional Neural Network for Accurate Seizure Type Classification and Seizure Detection. CoRR (2019)
Umar Asif, Benjamin S. Mashford, Stefan von Cavallar, Shivanthan A. C. Yohanandan, Subhrajit Roy, Jianbin Tang, Stefan Harrer
Privacy Preserving Human Fall Detection using Video Data. ML4H@NeurIPS (2019)
Umar Asif, Jianbin Tang, Stefan Harrer
Densely Supervised Grasp Detector (DSGD). AAAI (2019)
Umar Asif, Jianbin Tang, Stefan Harrer
Ensemble Knowledge Distillation for Learning Improved and Efficient Networks. CoRR (2019)
Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. CoRR (2018)
Shivanthan A. C. Yohanandan, Isabell Kiral-Kornek, Jianbin Tang, Benjamin S. Mashford, Umar Asif, Stefan Harrer
A Robust Low-Cost EEG Motor Imagery-Based Brain-Computer Interface. EMBC (2018)
Umar Asif, Jianbin Tang, Stefan Harrer
EnsembleNet: Improving Grasp Detection using an Ensemble of Convolutional Neural Networks. BMVC (2018)
Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer
Deep Learning Enabled Automatic Abnormal EEG Identification. EMBC (2018)
Umar Asif, Jianbin Tang, Stefan Harrer
GraspNet: An Efficient Convolutional Neural Network for Real-time Grasp Detection for Low-powered Devices. IJCAI (2018)
Umar Asif, Jianbin Tang, Stefan Harrer
Densely Supervised Grasp Detector (DSGD). CoRR (2018)
Isabell Kiral-Kornek, Dulini Mendis, Ewan S. Nurse, Benjamin S. Mashford, Dean R. Freestone, David B. Grayden, Stefan Harrer
TrueNorth-enabled real-time classification of EEG data for brain-computer interfacing. EMBC (2017)
Benjamin S. Mashford, Antonio Jimeno-Yepes, Isabell Kiral-Kornek, Jianbin Tang, Stefan Harrer
Neural-network-based analysis of EEG data using the neuromorphic TrueNorth chip for brain-machine interfaces. IBM J. Res. Dev. 61 (2/3) (2017)
Ewan Nurse, Benjamin S. Mashford, Antonio Jimeno-Yepes, Isabell Kiral-Kornek, Stefan Harrer, Dean R. Freestone
Decoding EEG and LFP signals using deep learning: heading TrueNorth. Conf. Computing Frontiers (2016)