Publications

Shijie Jiang, Larisa Tarasova, Guo Yu, and Jakob Zscheischler. Compounding effects in flood drivers challenge estimates of extreme river floods. Science advances, (10)13American Association for the Advancement of Science (AAAS), New York, March 2024. [PUMA: FIS_scads imported]

Rishav Mukherji, Mark Schöne, Khaleelulla Khan Nazeer, Christian Mayr, David Kappel, and Anand Subramoney. Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models. 2024. [PUMA: FIS_scads imported topic_neuroinspired]

Johannes Gerritzen, Andreas Hornig, Peter Winkler, and Maik Gude. A methodology for direct parameter identification for experimental results using machine learning — Real world application to the highly non-linear deformation behavior of FRP. Computational Materials Science, (244 (2024))Elsevier Science B.V., September 2024. [PUMA: area_architectures topic_engineering Constitutive FIS_scads Fiber Machine Neural Parameter identification learning, modeling, networks, plastics, reinforced]

Johannes Gerritzen, Andreas Hornig, Peter Winkler, and Maik Gude. Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning. ECCM21 - Proceedings of the 21st European Conference on Composite Materials, (3):1252--1259, European Society for Composite Materials (ESCM), Jul 2, 2024. [PUMA: area_architectures topic_engineering Convolutional Direct FIS_scads Fiber Machine Strain dependency, identification, learning, networks, neural parameter plastics rate reinforced] URL

Sunna Torge, Andrei Politov, Christoph Lehmann, Bochra Saffar, and Ziyan Tao. Named Entity Recognition for Low-Resource Languages - Profiting from Language Families. EACL 2023 - 9th Workshop on Slavic Natural Language Processing, Proceedings of the SlavicNLP 2023, 1--10, The Association for Computational Linguistics, 2023. [PUMA: area_architectures unit_transfer FIS_scads imported] URL

Jan Frenzel, Apurv Deepak Kulkarni, Sebastian Döbel, Bert Wesarg, Maximilian Knespel, and Holger Brunst. FROOM: A Framework of Operators for OTF2 Modification. Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023, 1403–1411, Association for Computing Machinery (ACM), New York, United States of America, Nov 12, 2023. [PUMA: area_architectures FIS_scads domain language, logs, performance performance, software specific trace]

Najia Ahmadi, Quang Vu Nguyen, Martin Sedlmayr, and Markus Wolfien. A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data. Scientific reports, (14)1Nature Publishing Group, Jan 27, 2024. [PUMA: Databases, Electronic FIS_scads Factual, Health Humans, Informatics, Learning, Machine Medical Records topic_lifescience]

Suse Seidemann, Florian Salomon, Karl B Hoffmann, Thomas Kurth, Ivo F Sbalzarini, Robert Haase, and Marius Ader. Automated quantification of photoreceptor outer segments in developing and degenerating retinas on microscopy images across scales. FRONTIERS IN MOLECULAR NEUROSCIENCE, (17 (2024))Frontiers Media S.A., May 24, 2024. [PUMA: unit_transfer topic_lifescience FIS_scads imported]

Holger S. G. Heidrich, Jannik Irmai, and Bjoern Andres. A 4-Approximation Algorithm for Min Max Correlation Clustering.. Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, 1945--1953, Cambridge MA: JMLR, 2024. [PUMA: topic_visualcomputing FIS_scads imported]

Jannik Presberger, Rashmiparvathi Keshara, David Stein, Yung Hae Kim, Anne Grapin-Botton, and Bjoern Andres. Correlation Clustering of Organoid Images.. March 2024. [PUMA: topic_visualcomputing FIS_scads imported]

Lucas Fabian Naumann, Jannik Irmai, Shengxian Zhao, and Bjoern Andres. Box Facets and Cut Facets of Lifted Multicut Polytopes. 2024. [PUMA: topic_visualcomputing FIS_scads imported]

Aryaman Gupta, Ulrik Günther, Pietro Incardona, Guido Reina, Steffen Frey, Stefan Gumhold, and Ivo F. Sbalzarini. Efficient Raycasting of View-Dependent Piecewise Constant Representations of Volumetric Data. Jun 17, 2022. [PUMA: topic_visualcomputing topic_lifescience FIS_scads Human-centered Visualization Visualization, and computing, concepts paradigms, techniques theory,]

Nishant Kumar, Sinisa Segvić, Abouzar Eslami, and Stefan Gumhold. Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. Feb 1, 2023. [PUMA: topic_visualcomputing FIS_scads cs.CV]

Marzan Tasnim Oyshi, Sebastian Vogt, and Stefan Gumhold. TmoTA: Simple, Highly Responsive Tool for Multiple Object Tracking Annotation. In Albrecht Schmidt, Kaisa Väänänen, EditoTesh Goyal, Per Ola Kristensson, Anicia Peters, Stefanie Mueller, Julie R. Williamson, and Max L. Wilson (Eds.), CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, Apr 19, 2023. [PUMA: topic_visualcomputing FIS_scads data labeling labeling, manual sequence video] URL

Elias Werner, Nishant Kumar, Matthias Lieber, Sunna Torge, Stefan Gumhold, and Wolfgang E. Nagel. Examining Computational Performance of Unsupervised Concept Drift Detection: A Survey and Beyond. Apr 17, 2023. [PUMA: topic_visualcomputing area_bigdata FIS_scads cs.LG, cs.PF]

Weizhou Luo, Zhongyuan Yu, Rufat Rzayev, Marc Satkowski, Stefan Gumhold, Matthew McGinity, and Raimund Dachselt. PEARL: Physical Environment based Augmented Reality Lenses for In-Situ Human Movement Analysis. CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Apr 19, 2023. [PUMA: topic_visualcomputing Analytics, FIS_scads Immersive In-situ affordance, analysis, augmented/mixed data movement physical reality, referents, visualization]

Aryaman Gupta, Pietro Incardona, Paul Hunt, Guido Reina, Steffen Frey, Stefan Gumhold, Ulrik Günther, and Ivo F. Sbalzarini. Content-adaptive generation and parallel compositing of volumetric depth images for responsive visualization of large volume data. Jun 29, 2022. [PUMA: topic_visualcomputing topic_lifescience FIS_scads Human-centered Visualization Visualization, and computing, concepts paradigms techniques theory,]

Marc Satkowski, and Julián Méndez. Fantastic Hybrid User Interfaces and How to Define Them. 247--250, Oct 16, 2023. [PUMA: topic_visualcomputing FIS_scads imported] URL

Julián Méndez, Marc Satkowski, and Rufat Rzayev. How Does Explainability Look in Hybrid User Interfaces?. 251--256, Oct 16, 2023. [PUMA: topic_visualcomputing FIS_scads artificial explainable hybrid intelligence, interfaces, mixed reality user] URL

Mats Ole Ellenberg, Marc Satkowski, Weizhou Luo, and Raimund Dachselt. Spatiality and Semantics - Towards Understanding Content Placement in Mixed Reality. CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 254:1--254:8, Association for Computing Machinery (ACM), New York, United States of America, Apr 19, 2023. [PUMA: topic_visualcomputing Augemented Content Design FIS_scads Layout, Mixed Organization, Reality, Space, Study User]