Tim Wirtz

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Semantic Segmentation

Top Venues

Wirtschaftsinformatik Manag.

Publications

Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Stefan Wrobel, Asja Fischer
Wasserstein dropout. Mach. Learn. 113 (5) (2024)
Dirk Hecker, Angi Voss, Gerhard Paaß, Tim Wirtz
Big Data 2.0 - mit synthetischen Daten KI-Systeme stärken. Wirtschaftsinformatik Manag. 15 (2) (2023)
Joachim Sicking, Maximilian Pintz, Maram Akila, Tim Wirtz
DenseHMM: Learning Hidden Markov Models by Learning Dense Representations. ICPRAM (2022)
Joachim Sicking, Maram Akila, Jan David Schneider, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel
Tailored Uncertainty Estimation for Deep Learning Systems. CoRR (2022)
Nathalie Paul, Tim Wirtz, Stefan Wrobel, Alexander Kister
Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs. CoRR (2022)
Julia Rosenzweig, Eduardo Brito, Hans-Ulrich Kobialka, Maram Akila, Nico M. Schmidt, Peter Schlicht, Jan David Schneider, Fabian Hüger, Matthias Rottmann, Sebastian Houben, Tim Wirtz
Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis. CoRR (2021)
Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben, Jan David Schneider, Fabian Hüger, Tim Wirtz
Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation. CVPR Workshops (2021)
Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Asja Fischer, Stefan Wrobel
A Novel Regression Loss for Non-Parametric Uncertainty Optimization. CoRR (2021)
Sebastian Houben, Stephanie Abrecht, Maram Akila, Andreas Bär, Felix Brockherde, Patrick Feifel, Tim Fingscheidt, Sujan Sai Gannamaneni, Seyed Eghbal Ghobadi, Ahmed Hammam, Anselm Haselhoff, Felix Hauser, Christian Heinzemann, Marco Hoffmann, Nikhil Kapoor, Falk Kappel, Marvin Klingner, Jan Kronenberger, Fabian Küppers, Jonas Löhdefink, Michael Mlynarski, Michael Mock, Firas Mualla, Svetlana Pavlitskaya, Maximilian Poretschkin, Alexander Pohl, Varun Ravi Kumar, Julia Rosenzweig, Matthias Rottmann, Stefan Rüping, Timo Sämann, Jan David Schneider, Elena Schulz, Gesina Schwalbe, Joachim Sicking, Toshika Srivastava, Serin Varghese, Michael Weber, Sebastian Wirkert, Tim Wirtz, Matthias Woehrle
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. CoRR (2021)
Julia Rosenzweig, Eduardo Brito, Hans-Ulrich Kobialka, Maram Akila, Nico M. Schmidt, Peter Schlicht, Jan David Schneider, Fabian Hüger, Matthias Rottmann, Sebastian Houben, Tim Wirtz
Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis. IV Workshops (2021)
Vishwani Gupta, Katharina Beckh, Sven Giesselbach, Dennis Wegener, Tim Wirtz
Supporting verification of news articles with automated search for semantically similar articles. ROMCIR@ECIR (2021)
Vishwani Gupta, Katharina Beckh, Sven Giesselbach, Dennis Wegener, Tim Wirtz
Supporting verification of news articles with automated search for semantically similar articles. CoRR (2021)
Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben, Jan David Schneider, Fabian Hüger, Tim Wirtz
Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation. CoRR (2021)
Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
Street-Map Based Validation of Semantic Segmentation in Autonomous Driving. CoRR (2021)
Joachim Sicking, Alexander Kister, Matthias Fahrland, Stefan Eickeler, Fabian Hüger, Stefan Rüping, Peter Schlicht, Tim Wirtz
Approaching Neural Network Uncertainty Realism. CoRR (2021)
Joachim Sicking, Maram Akila, Tim Wirtz, Sebastian Houben, Asja Fischer
Characteristics of Monte Carlo Dropout in Wide Neural Networks. CoRR (2020)
Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
Street-Map Based Validation of Semantic Segmentation in Autonomous Driving. ICPR (2020)
Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Christian Bauckhage
Towards Map-Based Validation of Semantic Segmentation Masks. CoRR (2020)
Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Asja Fischer, Stefan Wrobel
Second-Moment Loss: A Novel Regression Objective for Improved Uncertainties. CoRR (2020)
Joachim Sicking, Maximilian Pintz, Maram Akila, Tim Wirtz
DenseHMM: Learning Hidden Markov Models by Learning Dense Representations. CoRR (2020)
Michael Kamp, Linara Adilova, Joachim Sicking, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel
Efficient Decentralized Deep Learning by Dynamic Model Averaging. CoRR (2018)
Michael Kamp, Linara Adilova, Joachim Sicking, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel
Efficient Decentralized Deep Learning by Dynamic Model Averaging. ECML/PKDD (1) (2018)