Lukas Tuggener

21 papers B 2Journal 13Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A document is worth a structured record: Principled inductive bias design for document recognition. CoRR Benjamin Meyer, Lukas Tuggener, Sascha Hänzi, Daniel Schmid, Erdal Ayfer, Benjamin F. Grewe, Ahmed Abdulkadir, Thilo Stadelmann
2025	J	`jnl`	COGITAO: A Visual Reasoning Framework To Study Compositionality & Generalization. CoRR Yassine Taoudi-Benchekroun, Klim Troyan, Pascal Sager, Stefan Gerber, Lukas Tuggener, Benjamin F. Grewe
2025	J	`jnl`	Efficient rotation invariance in deep neural networks through artificial mental rotation. Frontiers Comput. Sci. Lukas Tuggener, Thilo Stadelmann, Jürgen Schmidhuber
2024	J	`jnl`	Real World Music Object Recognition. Trans. Int. Soc. Music. Inf. Retr. 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
2024	—	`conf`	So you want your private LLM at home? A survey and benchmark of methods for efficient GPTs. SDS Lukas Tuggener, Pascal Sager, Yassine Taoudi-Benchekroun, Benjamin F. Grewe, Thilo Stadelmann
2023	J	`jnl`	Efficient Rotation Invariance in Deep Neural Networks through Artificial Mental Rotation. CoRR Lukas Tuggener, Thilo Stadelmann, Jürgen Schmidhuber
2023	—	`conf`	Video Object Detection for Privacy-Preserving Patient Monitoring in Intensive Care. SDS Raphael Emberger, Jens Michael Boss, Daniel Baumann, Marko Seric, Shufan Huo, Lukas Tuggener, Emanuela Keller, Thilo Stadelmann
2023	J	`jnl`	Video object detection for privacy-preserving patient monitoring in intensive care. CoRR Raphael Emberger, Jens Michael Boss, Daniel Baumann, Marko Seric, Shufan Huo, Lukas Tuggener, Emanuela Keller, Thilo Stadelmann
2022	J	`jnl`	Is it enough to optimize CNN architectures on ImageNet? Frontiers Comput. Sci. Lukas Tuggener, Jürgen Schmidhuber, Thilo Stadelmann
2021	J	`jnl`	Is it Enough to Optimize CNN Architectures on ImageNet? CoRR Lukas Tuggener, Jürgen Schmidhuber, Thilo Stadelmann
2020	B	`conf`	The DeepScoresV2 Dataset and Benchmark for Music Object Detection. ICPR Lukas Tuggener, Yvan Putra Satyawan, Alexander Pacha, Jürgen Schmidhuber, Thilo Stadelmann
2020	—	`conf`	Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness. TAILOR Mohammadreza Amirian, Lukas Tuggener, Ricardo Chavarriaga, Yvan Putra Satyawan, Frank-Peter Schilling, Friedhelm Schwenker, Thilo Stadelmann
2019	—	`conf`	Automated Machine Learning in Practice: State of the Art and Recent Results. SDS Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald, Anastasia Varlet, Christian Westermann, Thilo Stadelmann
2019	J	`jnl`	Automated Machine Learning in Practice: State of the Art and Recent Results. CoRR Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald, Anastasia Varlet, Christian Westermann, Thilo Stadelmann
2018	—	`conf`	Deep Learning in the Wild. ANNPR Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, Marek Arnold, Gilbert François Duivesteijn, Ismail Elezi, Melanie Geiger, Stefan Lörwald, Benjamin Bruno Meier, Katharina Rombach, Lukas Tuggener
2018	J	`jnl`	Deep Learning in the Wild. CoRR Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, Marek Arnold, Gilbert François Duivesteijn, Ismail Elezi, Melanie Geiger, Stefan Lörwald, Benjamin Bruno Meier, Katharina Rombach, Lukas Tuggener
2018	—	`conf`	Deep Watershed Detector for Music Object Recognition. ISMIR Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Thilo Stadelmann
2018	J	`jnl`	Deep Watershed Detector for Music Object Recognition. CoRR Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Thilo Stadelmann
2018	J	`jnl`	DeepScores - A Dataset for Segmentation, Detection and Classification of Tiny Objects. CoRR Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann
2018	J	`jnl`	DeepScores and Deep Watershed Detection: current state and open issues. CoRR Ismail Elezi, Lukas Tuggener, Marcello Pelillo, Thilo Stadelmann
2018	B	`conf`	DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects. ICPR Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann