Meta-learning For Few-Shot Time Series Crop Type Classification: A Benchmark On The EuroCropsML Dataset

Authors: Reuss, Joana, Macdonald, Jan, Becker, Simon, Schultka, Konrad, Richter, Lorenz, Körner, Marco

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2504.11022

A note on the existence of nontrivial zero modes on Riemannian manifolds

Authors: Reuß, Jonah

Subject Terms: Mathematics - Differential Geometry, 53C37 (Primary) 34L40, 53C18 (Secondary)

Access URL: http://arxiv.org/abs/2503.01602

Improving the Intelligent Driver Model by Incorporating Vehicle Dynamics: Microscopic Calibration and Macroscopic Validation

Authors: Salles, Dominik, Oswald, Steve, Reuss, Hans-Christian

Source: 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC) Intelligent Transportation Systems (ITSC), 2024 IEEE 27th International Conference on. :2467-2473 Sep, 2024

Relation: 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)

Optimization of thermal conduction of high-voltage charging sockets through thermal simulation to reduce the charging time of electric vehicles

Authors: Krings, Jochen, Reuss, Hans-Christian, Ziegler, Peter, Steinmetz, Paul

Source: 2024 Energy Conversion Congress & Expo Europe (ECCE Europe) Energy Conversion Congress & Expo Europe (ECCE Europe), 2024. :1-6 Sep, 2024

Relation: 2024 Energy Conversion Congress & Expo Europe (ECCE Europe)

Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning

Authors: Reuss, Moritz, Pari, Jyothish, Agrawal, Pulkit, Lioutikov, Rudolf

Subject Terms: Computer Science - Machine Learning, Computer Science - Robotics

Access URL: http://arxiv.org/abs/2412.12953

Scaling Robot Policy Learning via Zero-Shot Labeling with Foundation Models

Authors: Blank, Nils, Reuss, Moritz, Rühle, Marcel, Yağmurlu, Ömer Erdinç, Wenzel, Fabian, Mees, Oier, Lioutikov, Rudolf

Subject Terms: Computer Science - Robotics, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.17772

EuroCropsML: A Time Series Benchmark Dataset For Few-Shot Crop Type Classification

Authors: Reuss, Joana, Macdonald, Jan, Becker, Simon, Richter, Lorenz, Körner, Marco

Source: Scientific Data 12, 664 (2025)

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.17458

Multimodal Diffusion Transformer: Learning Versatile Behavior from Multimodal Goals

Authors: Reuss, Moritz, Yağmurlu, Ömer Erdinç, Wenzel, Fabian, Lioutikov, Rudolf

Subject Terms: Computer Science - Robotics

Access URL: http://arxiv.org/abs/2407.05996

Trust Issues: Why We Should Handle ORCID Trust Markers with Care and How We Can Improve Their Trustworthiness Through More Secure Workflows in ORCID Integrations

Authors: Reuss, Annalena, Braun, Axel, Pfeiffer, Ramon

Source: 2023 Third International Conference on Digital Data Processing (DDP) DDP Digital Data Processing (DDP), 2023 Third International Conference on. :55-61 Nov, 2023

Relation: 2023 Third International Conference on Digital Data Processing (DDP)

A White-Box Workflow for the Prediction of Food Content From Near-Infrared Data Based on Fourier-Transformation

Authors: Schubert, R., Reuss, L. V., Staps, D., Kaden, M., Villmann, T., Hasler, R., Herz, R., Tiemann, T., Richardt, W.

Source: 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023 13th Workshop on. :1-5 Oct, 2023

Relation: 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)

Generalization Across Sensor-Modalities for Deforestation Assessment

Authors: Reuss, Joana, Engel, Michael, Tumampos, Stephanie, Korner, Marco

Source: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :1361-1364 Jul, 2023

Relation: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

The Heisenberg-RIXS instrument at the European XFEL

Authors: Schlappa, Justine, Ghiringhelli, Giacomo, Van Kuiken, Benjamin E., Teichmann, Martin, Miedema, Piter S., Delitz, Jan Torben, Gerasimova, Natalia, Molodtsov, Serguei, Adriano, Luigi, Baranasic, Bernard, Broers, Carsten, Carley, Robert, Gessler, Patrick, Ghodrati, Nahid, Hickin, David, Hoang, Le Phuong, Izquierdo, Manuel, Mercadier, Laurent, Mercurio, Giuseppe, Parchenko, Sergii, Stupar, Marijan, Yin, Zhong, Martinelli, Leonardo, Merzoni, Giacomo, Peng, Ying Ying, Reuss, Torben, Lalithambika, Sreeju Sreekantan Nair, Techert, Simone, Laarmann, Tim, Huotari, Simo, Schroeter, Christian, Langer, Burkhard, Giessel, Tatjana, Buechner, Robby, Buchheim, Jana, da Cruz, Vinicius Vaz, Eckert, Sebastian, Gwalt, Grzegorz, Liu, Chun-Yu, Siewert, Frank, Sohrt, Christian, Weniger, Christian, Pietzsch, Annette, Neppl, Stefan, Senf, Friedmar, Scherz, Andreas, Föhlisch, Alexander

Subject Terms: Condensed Matter - Strongly Correlated Electrons

Access URL: http://arxiv.org/abs/2403.08461

Fault Diagnosis for Automotive Electric Machines Based on a Combined Machine Learning and Parameter Estimation Method: An Approch for Predective Maintenance

Authors: Salah, Alia, Mohareb, Omar Abu, Reuss, Hans-Christian

Source: 2023 International Conference on Control, Automation and Diagnosis (ICCAD) Control, Automation and Diagnosis (ICCAD), 2023 International Conference on. :1-7 May, 2023

Relation: 2023 International Conference on Control, Automation and Diagnosis (ICCAD)

Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations

Authors: Jia, Xiaogang, Blessing, Denis, Jiang, Xinkai, Reuss, Moritz, Donat, Atalay, Lioutikov, Rudolf, Neumann, Gerhard

Subject Terms: Computer Science - Robotics

Access URL: http://arxiv.org/abs/2402.14606

Experimental Investigation of an Extrusion Profile for Slot Liner Insulation of an Electric Traction Machine with Winding Direct Cooling

Authors: Braunbeck, Florian, Schmack, Tobias, Reuss, Hans-Christian

Source: 2022 12th International Electric Drives Production Conference (EDPC) Electric Drives Production Conference (EDPC), 2022 12th International. :1-6 Nov, 2022

Relation: 2022 12th International Electric Drives Production Conference (EDPC)

The Heisenberg-RIXS instrument at the European XFEL

Authors: Justine Schlappa, Giacomo Ghiringhelli, Benjamin E. Van Kuiken, Martin Teichmann, Piter S. Miedema, Jan Torben Delitz, Natalia Gerasimova, Serguei Molodtsov, Luigi Adriano, Bernard Baranasic, Carsten Broers, Robert Carley, Patrick Gessler, Nahid Ghodrati, David Hickin, Le Phuong Hoang, Manuel Izquierdo, Laurent Mercadier, Giuseppe Mercurio, Sergii Parchenko, Marijan Stupar, Zhong Yin, Leonardo Martinelli, Giacomo Merzoni, Ying Ying Peng, Torben Reuss, Sreeju Sreekantan Nair Lalithambika, Simone Techert, Tim Laarmann, Simo Huotari, Christian Schroeter, Burkhard Langer, Tatjana Giessel, Jana Buchheim, Grzegorz Gwalt, Andrey Sokolov, Frank Siewert, Robby Buechner, Vinicius Vaz da Cruz, Sebastian Eckert, Chun-Yu Liu, Christian Sohrt, Christian Weniger, Annette Pietzsch, Stefan Neppl, Friedmar Senf, Andreas Scherz, Alexander Föhlisch

Source: Journal of Synchrotron Radiation, Vol 32, Iss 1, Pp 29-45 (2025)

Subject Terms: heisenberg rixs, hrixs, resonant inelastic x-ray scattering, rixs, european xfel, x-ray raman scattering, free-electron lasers, soft x-rays, time-resolved spectroscopy, spin dynamics, photochemistry, resonant x-ray diffraction, x-ray resonant diffraction, charge order, spin order, Nuclear and particle physics. Atomic energy. Radioactivity, QC770-798, Crystallography, QD901-999

File Description: electronic resource

Relation: https://journals.iucr.org/paper?S1600577524010890; https://doaj.org/toc/1600-5775

Access URL: https://doaj.org/article/254344028fca4bc9b4bf354e3c634aa5

An optimized high-frequency EMI filter design for an automotive DC/DC-converter

Authors: Vedde, Achim, Neuburger, Martin, Reuss, Hans-Christian

Source: 2021 National Power Electronics Conference (NPEC) Power Electronics Conference (NPEC), 2021 National. :01-06 Dec, 2021

Relation: 2021 National Power Electronics Conference (NPEC)

Goal-Conditioned Imitation Learning using Score-based Diffusion Policies

Authors: Reuss, Moritz, Li, Maximilian, Jia, Xiaogang, Lioutikov, Rudolf

Subject Terms: Computer Science - Machine Learning, Computer Science - Robotics

Access URL: http://arxiv.org/abs/2304.02532

Information Maximizing Curriculum: A Curriculum-Based Approach for Imitating Diverse Skills

Authors: Blessing, Denis, Celik, Onur, Jia, Xiaogang, Reuss, Moritz, Li, Maximilian Xiling, Lioutikov, Rudolf, Neumann, Gerhard

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.15349

Comparing Satellite-Derived and Model-Based Surface Soil Moisture for Spring Barley Yield Prediction in Central Europe.

Authors: Reuß, Felix¹ (AUTHOR) felix.reuss@geo.tuwien.ac.at, Vreugdenhil, Mariette¹ (AUTHOR), Bueechi, Emanuel¹ (AUTHOR), Wagner, Wolfgang¹ (AUTHOR)

Source: Remote Sensing. Apr2025, Vol. 17 Issue 8, p1394. 22p.