Deep Learning in the Wild. - Thilo Stadelmann; Mohammadreza Amirian; Ismail Arabaci; Marek Arnold; Gilbert François Duivesteijn; Ismail Elezi; Melanie Geiger; Stefan Lörwald; Benjamin Bruno Meier; Katharina Rombach; Lukas Tuggener (ANNPR, 2018)

DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects. - Lukas Tuggener; Ismail Elezi; Jürgen Schmidhuber; Marcello Pelillo; Thilo Stadelmann (ICPR, 2018)

Deep Watershed Detector for Music Object Recognition. - Lukas Tuggener; Ismail Elezi; Jürgen Schmidhuber; Thilo Stadelmann (ISMIR, 2018)

DeepScores and Deep Watershed Detection: current state and open issues. - Ismail Elezi; Lukas Tuggener; Marcello Pelillo; Thilo Stadelmann (CoRR, 2018)

Automated Machine Learning in Practice: State of the Art and Recent Results. - Lukas Tuggener; Mohammadreza Amirian; Katharina Rombach; Stefan Lörwald; Anastasia Varlet; Christian Westermann; Thilo Stadelmann (SDS, 2019)

The DeepScoresV2 Dataset and Benchmark for Music Object Detection. - Lukas Tuggener; Yvan Putra Satyawan; Alexander Pacha; Jürgen Schmidhuber; Thilo Stadelmann (ICPR, 2020)

Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness. - Mohammadreza Amirian; Lukas Tuggener; Ricardo Chavarriaga; Yvan Putra Satyawan; Frank-Peter Schilling; Friedhelm Schwenker; Thilo Stadelmann (TAILOR, 2020)

Is it enough to optimize CNN architectures on ImageNet? - Lukas Tuggener; Jürgen Schmidhuber; Thilo Stadelmann (Frontiers Comput. Sci., 2022)

Video Object Detection for Privacy-Preserving Patient Monitoring in Intensive Care. - Raphael Emberger; Jens Michael Boss; Daniel Baumann; Marko Seric; Shufan Huo; Lukas Tuggener; Emanuela Keller; Thilo Stadelmann (SDS, 2023)

Efficient Rotation Invariance in Deep Neural Networks through Artificial Mental Rotation. - Lukas Tuggener; Thilo Stadelmann; Jürgen Schmidhuber (CoRR, 2023)

So you want your private LLM at home? A survey and benchmark of methods for efficient GPTs. - Lukas Tuggener; Pascal Sager; Yassine Taoudi-Benchekroun; Benjamin F. Grewe; Thilo Stadelmann (SDS, 2024)

Real World Music Object Recognition. - 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 (Trans. Int. Soc. Music. Inf. Retr., 2024)

A document is worth a structured record: Principled inductive bias design for document recognition. - Benjamin Meyer; Lukas Tuggener; Sascha Hänzi; Daniel Schmid; Erdal Ayfer; Benjamin F. Grewe; Ahmed Abdulkadir; Thilo Stadelmann (CoRR, 2025)