TY - CHAP A1 - Blaneck, Patrick Gustav A1 - Bornheim, Tobias A1 - Grieger, Niklas A1 - Bialonski, Stephan T1 - Automatic readability assessment of german sentences with transformer ensembles T2 - Proceedings of the GermEval 2022 Workshop on Text Complexity Assessment of German Text N2 - Reliable methods for automatic readability assessment have the potential to impact a variety of fields, ranging from machine translation to self-informed learning. Recently, large language models for the German language (such as GBERT and GPT-2-Wechsel) have become available, allowing to develop Deep Learning based approaches that promise to further improve automatic readability assessment. In this contribution, we studied the ability of ensembles of fine-tuned GBERT and GPT-2-Wechsel models to reliably predict the readability of German sentences. We combined these models with linguistic features and investigated the dependence of prediction performance on ensemble size and composition. Mixed ensembles of GBERT and GPT-2-Wechsel performed better than ensembles of the same size consisting of only GBERT or GPT-2-Wechsel models. Our models were evaluated in the GermEval 2022 Shared Task on Text Complexity Assessment on data of German sentences. On out-of-sample data, our best ensemble achieved a root mean squared error of 0:435. Y1 - 2022 U6 - http://dx.doi.org/10.48550/arXiv.2209.04299 N1 - Proceedings of the 18th Conference on Natural Language Processing/Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2022) 12-15 September, 2022 University of Potsdam Potsdam, Germany SP - 57 EP - 62 PB - Association for Computational Linguistics CY - Potsdam ER - TY - JOUR A1 - Enning, Manfred A1 - Bernhard, S. A1 - Rake, H. T1 - Automation of a laboratory plant for direct casting of thin steel strips / Bernhard, S. ; Enning, M. ; Rake, H. JF - Control Engineering Practice. 2 (1994), H. 6 Y1 - 1994 SN - 0967-0661 SP - 961 EP - 967 ER - TY - JOUR A1 - Biselli, Manfred A1 - Van der Pol, Jens J. A1 - De Gooijer, Cornelis D. A1 - Wandrey, Christian T1 - Automation of selective assays for on-line bioprocess monitoring by flow-injection analysis / van der Pol, Jens J. ; de Gooijer, Cornelis D. ; Biselli, Manfred ; Wandrey, Christian ; Tramper, Johannes JF - Trends in Biotechnology. 14 (1996), H. 12 Y1 - 1996 SN - 0167-7799 SP - 471 EP - 477 ER - TY - CHAP A1 - Engemann, Heiko A1 - Wiesen, Patrick A1 - Kallweit, Stephan A1 - Deshpande, Harshavardhan A1 - Schleupen, Josef T1 - Autonomous mobile manipulation using ROS T2 - Advances in Service and Industrial Robotics Y1 - 2018 SN - 978-3-319-61276-8 U6 - http://dx.doi.org/10.1007/978-3-319-61276-8_43 N1 - International Conference on Robotics in Alpe-Adria Danube Region RAAD 2017; Mechanisms and Machince Science book series, Vol 49. SP - 389 EP - 401 PB - Springer CY - Cham ER - TY - JOUR A1 - Enning, Manfred A1 - Mann, S. A1 - Bollig, A. A1 - Kaierle, S. T1 - Autonomous Production Cell for Laser Beam Welding / Mann S. ; Bollig, A. ; Kaierle, S. ; Abel, D. ; Poprawe, R. Y1 - 2003 SN - 0912035757 N1 - ICALEO 2003, Florida ; Laser Materials Processing Conference ; (2003, Jacksonville, Fla.) ; ICALEO ; (22, 2003, Jacksonville, Fla.) PB - LIA CY - Orlando, Fla ER - TY - JOUR A1 - Benkner, Thorsten T1 - Autonomous Slot Assignment Schemes for PRMA++ Third Generation TDMA Systems JF - Proceedings / Organization: IEEE Vehicular Technology/Communications Society; Joint Chapter in the Benelux Section and Telecommunications Division, Eindhoven University of Technology, The Netherlands. Ed.: Peter Smulders Y1 - 1995 SN - 9061449928 N1 - Symposium on Communications and Vehicular Technology in the Benelux ; (3, 1995, Eindhoven) ; Vehicular Technology Society ; Communications Society ; Institute of Electrical and Electronics Engineers. ; Benelux ; Technische Universiteit. ; Telecommunicatio PB - Techn. Univ. Eindhoven, Telecommunications Div. CY - Eindhoven ER - TY - CHAP A1 - Engemann, Heiko A1 - Du, Shengzhi A1 - Kallweit, Stephan A1 - Ning, Chuanfang A1 - Anwar, Saqib T1 - AutoSynPose: Automatic Generation of Synthetic Datasets for 6D Object Pose Estimation T2 - Machine Learning and Artificial Intelligence. Proceedings of MLIS 2020 N2 - We present an automated pipeline for the generation of synthetic datasets for six-dimension (6D) object pose estimation. Therefore, a completely automated generation process based on predefined settings is developed, which enables the user to create large datasets with a minimum of interaction and which is feasible for applications with a high object variance. The pipeline is based on the Unreal 4 (UE4) game engine and provides a high variation for domain randomization, such as object appearance, ambient lighting, camera-object transformation and distractor density. In addition to the object pose and bounding box, the metadata includes all randomization parameters, which enables further studies on randomization parameter tuning. The developed workflow is adaptable to other 3D objects and UE4 environments. An exemplary dataset is provided including five objects of the Yale-CMU-Berkeley (YCB) object set. The datasets consist of 6 million subsegments using 97 rendering locations in 12 different UE4 environments. Each dataset subsegment includes one RGB image, one depth image and one class segmentation image at pixel-level. Y1 - 2020 SN - 978-1-64368-137-5 U6 - http://dx.doi.org/10.3233/FAIA200770 N1 - Frontiers in Artificial Intelligence and Applications. Vol 332 SP - 89 EP - 97 PB - IOS Press CY - Amsterdam ER - TY - CHAP A1 - Rokitansky, Carl-Herbert A1 - Ehammer, Max A1 - Gräupl, Thomas A1 - Schnell, Michael A1 - Brandes, Sinja A1 - Gligorevic, Snjezana A1 - Rihacek, Christoph A1 - Sajatovic, Miodrag T1 - B-AMC a system for future broadband aeronautical multi-carrier communications in the L-BAND T2 - IEEE/AIAA 26th Digital Avionics Systems Conference ; DASC '07 ; 21 - 25 Oct. 2007, Dallas, Texas Y1 - 2007 SN - 978-1-4244-1108-5 SP - 4D2-1 EP - 4D2-13 ER - TY - CHAP A1 - Rokitansky, Carl-Herbert A1 - Ehammer, Max A1 - Gräupl, Thomas A1 - Schnell, Michael A1 - Brandes, Sinja A1 - Gligorevic, Snjezana A1 - Rihacek, Christoph A1 - Sajatovic, Miodrag T1 - B-AMC – Aeronautical Broadband Communication in the L-Band T2 - First CEAS European Air and Space Conference : Motto: century perspectives : Deutscher Luft-und Raumfahrtkongress 2007 : 10-13 September 2007 in Berlin, Germany. (Jahrbuch der Deutschen Gesellschaft für Luft- und Raumfahrt 2007 ; Bd. 1-5. - Enth.: Jahrbuch der Deutschen Gesellschaft für Luft- und Raumfahrt 2006 ; Bd. 3) Y1 - 2007 SN - 0070-4083 SP - 487 EP - 496 PB - Deutschen Gesellschaft für Luft- und Raumfahrt CY - Bonn ER - TY - CHAP T1 - B-AMC — broadband aeronautical multi-carrier communications T2 - Integrated Communications, Navigation and Surveillance Conference : [ICNS 2008] ; Bethesda, Md., 5 - 7 May 2008 Y1 - 2008 SN - 978-1-4244-2303-3 ; 978-1-4244-2304-0 SP - 1 EP - 12 ER -