Is it enough to optimize CNN architectures on ImageNet?
Tuggener, Lukas, Schmidhuber, Jürgen, Stadelmann, Thilo
Published in Frontiers in computer science (Lausanne) (15.11.2022)
Published in Frontiers in computer science (Lausanne) (15.11.2022)
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Journal Article
Real World Music Object Recognition
Tuggener, Lukas, Emberger, Raphael, Ghosh, Adhiraj, Sager, Pascal, Satyawan, Yvan Putra, Montoya, Javier, Goldschagg, Simon, Seibold, Florian, Gut, Urs, Ackermann, Philipp, Schmidhuber, Jürgen, Stadelmann, Thilo
Published in Transactions of the International Society for Music Information Retrieval (11.01.2024)
Published in Transactions of the International Society for Music Information Retrieval (11.01.2024)
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Journal Article
Design Patterns for Resource-Constrained Automated Deep-Learning Methods
Tuggener, Lukas, Amirian, Mohammadreza, Benites, Fernando, von Däniken, Pius, Gupta, Prakhar, Schilling, Frank-Peter, Stadelmann, Thilo
Published in AI (Basel) (01.12.2020)
Published in AI (Basel) (01.12.2020)
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Journal Article
DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects
Tuggener, Lukas, Elezi, Ismail, Schmidhuber, Jurgen, Pelillo, Marcello, Stadelmann, Thilo
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
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Conference Proceeding
The DeepScoresV2 Dataset and Benchmark for Music Object Detection
Tuggener, Lukas, Satyawan, Yvan Putra, Pacha, Alexander, Schmidhuber, Jurgen, Stadelmann, Thilo
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
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Conference Proceeding
Deep Learning in the Wild
Stadelmann, Thilo, Amirian, Mohammadreza, Arabaci, Ismail, Arnold, Marek, Duivesteijn, Gilbert François, Elezi, Ismail, Geiger, Melanie, Lörwald, Stefan, Meier, Benjamin Bruno, Rombach, Katharina, Tuggener, Lukas
Published in Artificial Neural Networks in Pattern Recognition (2018)
Published in Artificial Neural Networks in Pattern Recognition (2018)
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Book Chapter
Automated Machine Learning in Practice: State of the Art and Recent Results
Tuggener, Lukas, Amirian, Mohammadreza, Rombach, Katharina, Lorwald, Stefan, Varlet, Anastasia, Westermann, Christian, Stadelmann, Thilo
Published in 2019 6th Swiss Conference on Data Science (SDS) (01.06.2019)
Published in 2019 6th Swiss Conference on Data Science (SDS) (01.06.2019)
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Conference Proceeding
Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness
Amirian, Mohammadreza, Tuggener, Lukas, Chavarriaga, Ricardo, Satyawan, Yvan Putra, Schilling, Frank-Peter, Schwenker, Friedhelm, Stadelmann, Thilo
Published in Trustworthy AI - Integrating Learning, Optimization and Reasoning (2021)
Published in Trustworthy AI - Integrating Learning, Optimization and Reasoning (2021)
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Book Chapter
So you want your private LLM at home? A survey and benchmark of methods for efficient GPTs
Tuggener, Lukas, Sager, Pascal, Taoudi-Benchekroun, Yassine, Grewe, Benjamin F., Stadelmann, Thilo
Published in 2024 11th IEEE Swiss Conference on Data Science (SDS) (30.05.2024)
Published in 2024 11th IEEE Swiss Conference on Data Science (SDS) (30.05.2024)
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Conference Proceeding
Video Object Detection for Privacy-Preserving Patient Monitoring in Intensive Care
Emberger, Raphael, Boss, Jens Michael, Baumann, Daniel, Seric, Marko, Huo, Shufan, Tuggener, Lukas, Keller, Emanuela, Stadelmann, Thilo
Published in 2023 10th IEEE Swiss Conference on Data Science (SDS) (01.06.2023)
Published in 2023 10th IEEE Swiss Conference on Data Science (SDS) (01.06.2023)
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Conference Proceeding
Video object detection for privacy-preserving patient monitoring in intensive care
Emberger, Raphael, Boss, Jens Michael, Baumann, Daniel, Seric, Marko, Huo, Shufan, Tuggener, Lukas, Keller, Emanuela, Stadelmann, Thilo
Published in arXiv.org (26.06.2023)
Published in arXiv.org (26.06.2023)
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Paper
Journal Article
Deep Watershed Detector for Music Object Recognition
Tuggener, Lukas, Elezi, Ismail, Schmidhuber, Jurgen, Stadelmann, Thilo
Year of Publication 26.05.2018
Year of Publication 26.05.2018
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Journal Article
DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects
Tuggener, Lukas, Elezi, Ismail, Schmidhuber, Jürgen, Pelillo, Marcello, Stadelmann, Thilo
Year of Publication 27.03.2018
Year of Publication 27.03.2018
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Journal Article
Automated Machine Learning in Practice: State of the Art and Recent Results
Tuggener, Lukas, Amirian, Mohammadreza, Rombach, Katharina, Lörwald, Stefan, Varlet, Anastasia, Westermann, Christian, Stadelmann, Thilo
Published in arXiv.org (19.07.2019)
Published in arXiv.org (19.07.2019)
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Paper
Journal Article
Deep Learning in the Wild
Stadelmann, Thilo, Amirian, Mohammadreza, Arabaci, Ismail, Arnold, Marek, Duivesteijn, Gilbert François, Elezi, Ismail, Geiger, Melanie, Lörwald, Stefan, Meier, Benjamin Bruno, Rombach, Katharina, Tuggener, Lukas
Year of Publication 13.07.2018
Year of Publication 13.07.2018
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Journal Article
Deep Watershed Detector for Music Object Recognition
Tuggener, Lukas, Ismail Elezi, Schmidhuber, Jurgen, Stadelmann, Thilo
Published in arXiv.org (26.05.2018)
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Published in arXiv.org (26.05.2018)
Paper