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Thilo Stadelmann
Thilo Stadelmann
Professor of AI/ML, ZHAW
Verified email at zhaw.ch - Homepage
Title
Cited by
Cited by
Year
Speaker identification and clustering using convolutional neural networks
Y Lukic, C Vogt, O Dürr, T Stadelmann
2016 IEEE 26th international workshop on machine learning for signal …, 2016
1792016
Automated machine learning in practice: State of the art and recent results
L Tuggener, M Amirian, K Rombach, S Lörwald, A Varlet, C Westermann, ...
2019 6th Swiss Conference on Data Science (SDS), 31-36, 2019
1092019
DeepScores - A dataset for segmentation, detection and classification of tiny objects
L Tuggener, I Elezi, J Schmidhuber, M Pelillo, T Stadelmann
2018 24th International Conference on Pattern Recognition (ICPR), 3704-3709, 2018
552018
Deep watershed detector for music object recognition
L Tuggener, I Elezi, J Schmidhuber, T Stadelmann
19th International Society for Music Information Retrieval Conference (ISMIR’18), 2018
542018
Fully convolutional neural networks for newspaper article segmentation
B Meier, T Stadelmann, J Stampfli, M Arnold, M Cieliebak
2017 14th IAPR International conference on document analysis and recognition …, 2017
542017
Deep learning in the wild
T Stadelmann, M Amirian, I Arabaci, M Arnold, GF Duivesteijn, I Elezi, ...
Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018
442018
Is it enough to optimize CNN architectures on ImageNet?
L Tuggener, J Schmidhuber, T Stadelmann
Frontiers in Computer Science 4, 1041703, 2022
312022
The AI-Atlas: Didactics for teaching AI and machine learning on-site, online, and hybrid
T Stadelmann, J Keuzenkamp, H Grabner, C Würsch
Education Sciences 11 (7), 318, 2021
302021
A comprehensive survey of deep transfer learning for anomaly detection in industrial time series: Methods, applications, and directions
P Yan, A Abdulkadir, PP Luley, M Rosenthal, GA Schatte, BF Grewe, ...
IEEE Access, 2024
292024
Bias, awareness, and ignorance in deep-learning-based face recognition
S Wehrli, C Hertweck, M Amirian, S Glüge, T Stadelmann
AI and Ethics 2 (3), 509-522, 2022
292022
Beyond ImageNet: Deep learning in industrial practice
T Stadelmann, V Tolkachev, B Sick, J Stampfli, O Dürr
Applied data science: lessons learned for the data-driven business, 205-232, 2019
292019
Learning neural models for end-to-end clustering
BB Meier, I Elezi, M Amirian, O Dürr, T Stadelmann
Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018
292018
Applied Data Science
M Braschler, T Stadelmann, K Stockinger
Springer International Publishing, 2019
272019
The DeepScoresV2 dataset and benchmark for music object detection
L Tuggener, YP Satyawan, A Pacha, J Schmidhuber, T Stadelmann
2020 25th International Conference on Pattern Recognition (ICPR), 9188-9195, 2021
262021
A scalable service-oriented architecture for multimedia analysis, synthesis and consumption
S Heinzl, D Seiler, E Juhnke, T Stadelmann, R Ewerth, M Grauer, ...
International Journal of Web and Grid Services 5 (3), 219-260, 2009
262009
Fast and robust speaker clustering using the earth mover's distance and mixmax models
T Stadelmann, B Freisleben
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
262006
Data Science für Lehre, Forschung und Praxis
K Stockinger, T Stadelmann
HMD Praxis der Wirtschaftsinformatik 51 (4), 469-479, 2014
252014
Videana: A software toolkit for scientific film studies
R Ewerth, M Mühling, T Stadelmann, J Gllavata, M Grauer, B Freisleben
transcript, 2009
252009
University of Marburg at TRECVID 2007: Shot Boundary Detection and High Level Feature Extraction.
M Mühling, R Ewerth, T Stadelmann, C Zöfel, B Shi, B Freisleben
TRECVID, 2007
242007
A survey of un-, weakly-, and semi-supervised learning methods for noisy, missing and partial labels in industrial vision applications
N Simmler, P Sager, P Andermatt, R Chavarriaga, FP Schilling, ...
2021 8th Swiss Conference on Data Science (SDS), 26-31, 2021
222021
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