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2020 – today
- 2024
[c16]Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer, Jon Whittle:
Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model Based Agents. ICSA-C 2024: 119-126- [i11]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 abs/2405.10467 (2024) - [i10]Jingwen Zhou, Qinghua Lu, Jieshan Chen, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer:
A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model. CoRR abs/2408.02920 (2024) - 2023
- [j2]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: 109484 (2023) - [i9]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 abs/2311.13148 (2023) - 2021
- [c15]Deval Mehta, Umar Asif, Tian Hao, Erhan Bilal, Stefan von Cavallar, Stefan Harrer, Jeffrey L. Rogers:
Towards Automated and Marker-Less Parkinson Disease Assessment: Predicting UPDRS Scores Using Sit-Stand Videos. CVPR Workshops 2021: 3841-3849 - [c14]Sébastien Naze, Jianbin Tang, James R. Kozloski, Stefan Harrer:
Features importance in seizure classification using scalp EEG reduced to single timeseries. EMBC 2021: 329-332 - [c13]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: 142-147 - [i8]Deval Mehta, Umar Asif, Tian Hao, Erhan Bilal, Stefan von Cavallar, Stefan Harrer, Jeffrey L. Rogers:
Towards Automated and Marker-less Parkinson Disease Assessment: Predicting UPDRS Scores using Sit-stand videos. CoRR abs/2104.04650 (2021) - 2020
- [c12]Umar Asif, Jianbin Tang, Stefan Harrer:
Ensemble Knowledge Distillation for Learning Improved and Efficient Networks. ECAI 2020: 953-960 - [c11]Umar Asif, Stefan von Cavallar, Jianbin Tang, Stefan Harrer:
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience. ECAI 2020: 2656-2663 - [c10]Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer:
SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification. MLCN/RNO-AI@MICCAI 2020: 77-87 - [i7]Umar Asif, Stefan von Cavallar, Jianbin Tang, Stefan Harrer:
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience. CoRR abs/2004.00797 (2020) - [i6]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 abs/2009.09818 (2020)
2010 – 2019
- 2019
- [c9]Umar Asif, Jianbin Tang, Stefan Harrer:
Densely Supervised Grasp Detector (DSGD). AAAI 2019: 8085-8093 - [c8]Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer:
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. AIME 2019: 47-56 - [c7]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: 39-51 - [i5]Subhrajit Roy, Umar Asif, Jianbin Tang, Stefan Harrer:
Machine Learning for Seizure Type Classification: Setting the benchmark. CoRR abs/1902.01012 (2019) - [i4]Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer:
SeizureNet: A Deep Convolutional Neural Network for Accurate Seizure Type Classification and Seizure Detection. CoRR abs/1903.03232 (2019) - [i3]Umar Asif, Jianbin Tang, Stefan Harrer:
Ensemble Knowledge Distillation for Learning Improved and Efficient Networks. CoRR abs/1909.08097 (2019) - 2018
- [c6]Umar Asif, Jianbin Tang, Stefan Harrer:
EnsembleNet: Improving Grasp Detection using an Ensemble of Convolutional Neural Networks. BMVC 2018: 10 - [c5]Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer:
Deep Learning Enabled Automatic Abnormal EEG Identification. EMBC 2018: 2756-2759 - [c4]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: 5089-5092 - [c3]Umar Asif, Jianbin Tang, Stefan Harrer:
GraspNet: An Efficient Convolutional Neural Network for Real-time Grasp Detection for Low-powered Devices. IJCAI 2018: 4875-4882 - [i2]Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer:
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. CoRR abs/1802.00308 (2018) - [i1]Umar Asif, Jianbin Tang, Stefan Harrer:
Densely Supervised Grasp Detector (DSGD). CoRR abs/1810.03962 (2018) - 2017
- [j1]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): 7:1-7:6 (2017) - [c2]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: 1648-1651 - 2016
- [c1]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: 259-266
Coauthor Index
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