Tim Wirtz - RankMe

24 papers B 1C 1Journal 17Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Reinforcement Learning for Efficient Returns Management. CoRR Pascal Linden, Nathalie Paul, Tim Wirtz, Stefan Wrobel
2024	J	`jnl`	Wasserstein dropout. Mach. Learn. Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Stefan Wrobel, Asja Fischer
2023	J	`jnl`	Big Data 2.0 - mit synthetischen Daten KI-Systeme stärken. Wirtschaftsinformatik Manag. Dirk Hecker, Angi Voss, Gerhard Paaß, Tim Wirtz
2023	—	`conf`	Reinforcement Learning for Segmented Manufacturing. PKDD/ECML Workshops (4) Nathalie Paul, Alexander Kister, Thorben Schnellhardt, Maximilian Fetz, Dirk Hecker, Tim Wirtz
2022	C	`conf`	DenseHMM: Learning Hidden Markov Models by Learning Dense Representations. ICPRAM Joachim Sicking, Maximilian Pintz, Maram Akila, Tim Wirtz
2022	J	`jnl`	Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs. CoRR Nathalie Paul, Tim Wirtz, Stefan Wrobel, Alexander Kister
2022	J	`jnl`	Tailored Uncertainty Estimation for Deep Learning Systems. CoRR Joachim Sicking, Maram Akila, Jan David Schneider, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel
2021	J	`jnl`	A Novel Regression Loss for Non-Parametric Uncertainty Optimization. CoRR Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Asja Fischer, Stefan Wrobel
2021	J	`jnl`	Approaching Neural Network Uncertainty Realism. CoRR Joachim Sicking, Alexander Kister, Matthias Fahrland, Stefan Eickeler, Fabian Hüger, Stefan Rüping, Peter Schlicht, Tim Wirtz
2021	J	`jnl`	Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. CoRR 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
2021	—	`conf`	Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation. CVPR Workshops Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben, Jan David Schneider, Fabian Hüger, Tim Wirtz
2021	J	`jnl`	Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation. CoRR Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben, Jan David Schneider, Fabian Hüger, Tim Wirtz
2021	J	`jnl`	Street-Map Based Validation of Semantic Segmentation in Autonomous Driving. CoRR Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
2021	—	`conf`	Supporting verification of news articles with automated search for semantically similar articles. ROMCIR@ECIR Vishwani Gupta, Katharina Beckh, Sven Giesselbach, Dennis Wegener, Tim Wirtz
2021	J	`jnl`	Supporting verification of news articles with automated search for semantically similar articles. CoRR Vishwani Gupta, Katharina Beckh, Sven Giesselbach, Dennis Wegener, Tim Wirtz
2021	—	`conf`	Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis. IV Workshops 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
2021	J	`jnl`	Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis. CoRR 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
2020	J	`jnl`	Characteristics of Monte Carlo Dropout in Wide Neural Networks. CoRR Joachim Sicking, Maram Akila, Tim Wirtz, Sebastian Houben, Asja Fischer
2020	J	`jnl`	DenseHMM: Learning Hidden Markov Models by Learning Dense Representations. CoRR Joachim Sicking, Maximilian Pintz, Maram Akila, Tim Wirtz
2020	J	`jnl`	Second-Moment Loss: A Novel Regression Objective for Improved Uncertainties. CoRR Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Asja Fischer, Stefan Wrobel
2020	B	`conf`	Street-Map Based Validation of Semantic Segmentation in Autonomous Driving. ICPR Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
2020	J	`jnl`	Towards Map-Based Validation of Semantic Segmentation Masks. CoRR Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Christian Bauckhage
2018	—	`conf`	Efficient Decentralized Deep Learning by Dynamic Model Averaging. ECML/PKDD (1) Michael Kamp, Linara Adilova, Joachim Sicking, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel
2018	J	`jnl`	Efficient Decentralized Deep Learning by Dynamic Model Averaging. CoRR Michael Kamp, Linara Adilova, Joachim Sicking, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel