Lukas Tuggener

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Catchment Basins

Object Detection

Top Venues

Publications

Lukas Tuggener, Raphael Emberger, Adhiraj Ghosh, Pascal Sager, Yvan Putra Satyawan, Javier A. Montoya-Zegarra, Simon Goldschagg, Florian Seibold, Urs Gut, Philipp Ackermann, Jürgen Schmidhuber, Thilo Stadelmann
Real World Music Object Recognition. Trans. Int. Soc. Music. Inf. Retr. 7 (1) (2024)
Lukas Tuggener, Thilo Stadelmann, Jürgen Schmidhuber
Efficient Rotation Invariance in Deep Neural Networks through Artificial Mental Rotation. CoRR (2023)
Raphael Emberger, Jens Michael Boss, Daniel Baumann, Marko Seric, Shufan Huo, Lukas Tuggener, Emanuela Keller, Thilo Stadelmann
Video object detection for privacy-preserving patient monitoring in intensive care. CoRR (2023)
Raphael Emberger, Jens Michael Boss, Daniel Baumann, Marko Seric, Shufan Huo, Lukas Tuggener, Emanuela Keller, Thilo Stadelmann
Video Object Detection for Privacy-Preserving Patient Monitoring in Intensive Care. SDS (2023)
Lukas Tuggener, Jürgen Schmidhuber, Thilo Stadelmann
Is it enough to optimize CNN architectures on ImageNet? Frontiers Comput. Sci. 4 (2022)
Lukas Tuggener, Jürgen Schmidhuber, Thilo Stadelmann
Is it Enough to Optimize CNN Architectures on ImageNet? CoRR (2021)
Mohammadreza Amirian, Lukas Tuggener, Ricardo Chavarriaga, Yvan Putra Satyawan, Frank-Peter Schilling, Friedhelm Schwenker, Thilo Stadelmann
Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness. TAILOR (2020)
Lukas Tuggener, Yvan Putra Satyawan, Alexander Pacha, Jürgen Schmidhuber, Thilo Stadelmann
The DeepScoresV2 Dataset and Benchmark for Music Object Detection. ICPR (2020)
Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald, Anastasia Varlet, Christian Westermann, Thilo Stadelmann
Automated Machine Learning in Practice: State of the Art and Recent Results. CoRR (2019)
Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald, Anastasia Varlet, Christian Westermann, Thilo Stadelmann
Automated Machine Learning in Practice: State of the Art and Recent Results. SDS (2019)
Ismail Elezi, Lukas Tuggener, Marcello Pelillo, Thilo Stadelmann
DeepScores and Deep Watershed Detection: current state and open issues. CoRR (2018)
Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, Marek Arnold, Gilbert François Duivesteijn, Ismail Elezi, Melanie Geiger, Stefan Lörwald, Benjamin Bruno Meier, Katharina Rombach, Lukas Tuggener
Deep Learning in the Wild. CoRR (2018)
Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, Marek Arnold, Gilbert François Duivesteijn, Ismail Elezi, Melanie Geiger, Stefan Lörwald, Benjamin Bruno Meier, Katharina Rombach, Lukas Tuggener
Deep Learning in the Wild. ANNPR (2018)
Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann
DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects. ICPR (2018)
Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Thilo Stadelmann
Deep Watershed Detector for Music Object Recognition. CoRR (2018)
Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann
DeepScores - A Dataset for Segmentation, Detection and Classification of Tiny Objects. CoRR (2018)
Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Thilo Stadelmann
Deep Watershed Detector for Music Object Recognition. ISMIR (2018)