Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety
Houben, Sebastian; Abrecht, Stephanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; Haselhoff, Anselm; Hauser, Felix; Heinzemann, Christian; Hoffmann, Marco; Kapoor, Nikhil; Kappel, Falk; Klingner, Marvin; Kronenberger, Jan; Küppers, Fabian; Löhdefink, Jonas; Mlynarski, Michael; Mock, Michael; Mualla, Firas; Pavlitskaya, Svetlana; Poretschkin, Maximilian; Pohl, Alexander; Ravi-Kumar, Varun; Rosenzweig, Julia; Rottmann, Matthias; Rüping, Stefan; Sämann, Timo; Schneider, Jan David; Schulz, Elena; Schwalbe, Gesina; Sicking, Joachim; Srivastava, Toshika; Varghese, Serin; Weber, Michael; Wirkert, Sebastian; Wirtz, Tim; Woehrle, Matthias
Preprint
2021A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Sicking, Joachim; Akila, Maram; Pintz, Maximilian; Wirtz, Tim; Fischer, Asja; Wrobel, Stefan
Conference Paper
2021Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation
Adilova, Linara; Schulz, Elena; Akila, Maram; Houben, Sebastian; Schneider, Jan David; Hüger, Fabian; Wirtz, Tim
Conference Paper
2021Street-Map Based Validation of Semantic Segmentation in Autonomous Driving
Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Piatkowski, Nico; Bauckhage, Christian
Conference Paper
2021Supporting verification of news articles with automated search for semantically similar articles
Gupta, V.; Beckh, K.; Giesselbach, S.; Wegener, D.; Wirtz, T.
Conference Paper
2021Synthetic image rendering solves annotation problem in deep learning nanoparticle segmentation
Mill, Leonid; Wolff, David; Gerrits, Nele; Philipp, Patrick; Kling, Lasse; Vollnhals, Florian; Ignatenko, Andrew; Jaremenko, Christian; Huang, Yixing; De Castro, Olivier; Audinot, Jean-Nicolas; Nelissen, Inge; Wirtz, Tom; Maier, Andreas; Christiansen, Silke
Journal Article
2020Characteristics of Monte Carlo Dropout in Wide Neural Networks
Sicking, Joachim; Akila, Maram; Wirtz, Tim; Houben, Sebastian; Fischer, Asja
Preprint
2020DenseHMM: Learning Hidden Markov Models by Learning Dense Representations
Sicking, Joachim; Pintz, Maximilian; Akila, Maram; Wirtz, Tim
Presentation
2020Towards Map-Based Validation of Semantic Segmentation Masks
Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Bauckhage, Christian
Presentation
2019Approaching Neural Network Uncertainty Realism
Sicking, Joachim; Kister, Alexander; Fahrland, Matthias; Eickeler, Stefan; Hüger, Fabian; Rüping, Stefan; Schlicht, Peter; Wirtz, Tim
Presentation
2019Effcient Decentralized Deep Learning by Dynamic Model Averaging
Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan
Conference Paper
2018Edge Computing aus Sicht der Künstlichen Intelligenz
Hecker, Dirk; Mock, Michael; Sicking, Joachim; Voß, Angelika; Wirtz, Tim
Journal Article
2017Asymptotic coincidence of the statistics for degenerate and non-degenerate correlated real Wishart ensembles
Wirtz, T.; Kieburg, M.; Guhr, T.
Journal Article
2016A Concept for an Integrated Transport Management System in Distributed Production Networks
Dreßler, Daniel; Beißert, Ulrike; Beyhoff, Torben; Wirtz, Thomas
Conference Paper
2015Smart meter enabled control for variable speed heat pumps to increase PV self-consumption
Fischer, D.; Rautenberg, F.; Wirtz, T.; Wille-Haussmann, B.; Madani, H.
Conference Paper
2015Test cases for hardware in the loop testing of air to water heat pump systems in a smart grid context
Fischer, D.; Wirtz, T.; Dallmer-Zerbe, K.; Wille-Haussmann, B.; Madani, H.
Conference Paper
2007Structural and mechanical evaluations of a topology optimized titanium interbody fusion cage fabricated by selective laser melting process
Lin, C.Y.; Wirtz, T.; LaMarca, F.; Hollister, S.J.
Journal Article
2006Structural, mechanical and in vitro characterization of individually structured Ti-6Al-4V produced by direct laser forming
Hollander, D.A.; Walter, M. von; Wirtz, T.; Sellei, R.; Schmidt-Rohlfing, B.; Paar, O.; Erli, H.-J.
Journal Article
2005Entwicklung einer Visualisierungsbibliothek für High Content Screens
Wirtz, T.
Thesis
2005Herstellung von Knochenimplantaten aus Titanwerkstoffen durch Laserformen
Wirtz, T.P.
Dissertation
2004Research on layer manufacturing techniques at Fraunhofer
Ader, C.; Brosemer, M.; Freyer, C.; Fricke, H.; Hennigs, D.; Klocke, F.; Kühne, V.; Meiners, W.; Over, C.; Pleteit, H.; Stührmann, S.; Wirth, I.; Wirtz, T.; Wissenbach, K.
Conference Paper
2003Development of individual three-dimensional bone substitutes using "Selective Laser Melting"
Hollander, D.A.; Wirtz, T.; Walter, M. von; Linker, R.; Schultheis, A.; Paar, O.
Journal Article