Publications

Elias Werner, Nishant Kumar, Matthias Lieber, Sunna Torge, Stefan Gumhold, und Wolfgang E. Nagel. Examining Computational Performance of Unsupervised Concept Drift Detection: A Survey and Beyond. 17.04.2023. [PUMA: FIS_scads area_bigdata cs.LG, cs.PF topic_visualcomputing yaff]

Marzan Tasnim Oyshi, Sebastian Vogt, und 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, und Max L. Wilson (Hrsg.), CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, 19.04.2023. [PUMA: FIS_scads data labeling labeling, manual sequence topic_visualcomputing video xack] URL

Nishant Kumar, Sinisa Segvić, Abouzar Eslami, und Stefan Gumhold. Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. 01.02.2023. [PUMA: FIS_scads cs.CV topic_visualcomputing xack]

Aryaman Gupta, Ulrik Günther, Pietro Incardona, Guido Reina, Steffen Frey, Stefan Gumhold, und Ivo F. Sbalzarini. Efficient Raycasting of View-Dependent Piecewise Constant Representations of Volumetric Data. 17.06.2022. [PUMA: FIS_scads Human-centered Visualization Visualization, and computing, concepts paradigms, techniques theory, topic_lifescience topic_visualcomputing xack]

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

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

Holger S. G. Heidrich, Jannik Irmai, und 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: FIS_scads imported topic_visualcomputing yaff]

Suse Seidemann, Florian Salomon, Karl B Hoffmann, Thomas Kurth, Ivo F Sbalzarini, Robert Haase, und 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., 24.05.2024. [PUMA: FIS_scads imported topic_lifescience unit_transfer yaff]

Najia Ahmadi, Quang Vu Nguyen, Martin Sedlmayr, und Markus Wolfien. A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data. Scientific reports, (14)1Nature Publishing Group, 27.01.2024. [PUMA: Databases, Electronic FIS_scads Factual, Health Humans, Informatics, Learning, Machine Medical Records topic_lifescience yaff]

Sunna Torge, Andrei Politov, Christoph Lehmann, Bochra Saffar, und 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: FIS_scads area_architectures imported unit_transfer xack] URL

Johannes Gerritzen, Andreas Hornig, Peter Winkler, und 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), 02.07.2024. [PUMA: Convolutional Direct FIS_scads Fiber Machine Strain area_architectures dependency, identification, learning, networks, neural parameter plastics rate reinforced topic_engineering yaff] URL

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

Shijie Jiang, Larisa Tarasova, Guo Yu, und 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, März 2024. [PUMA: FIS_scads imported yaff]

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jeronimo Castrillon, und Antonio Carlos Schneider Beck. Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs. 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc., United States of America, 2023. [PUMA: Adaptive CNN Computing Edge FIS_scads FPGA Inference topic_software xack yaff] URL

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jeronimo Castrillon, und Antonio Carlos Schneider Beck. Design Space Exploration for CNN Offloading to FPGAs at the Edge. In Fernanda Kastensmidt, Ricardo Reis, Aida Todri-Sanial, Hai Li, und Carolina Metzler (Hrsg.), 2023 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2023 - Proceedings, IEEE Computer Society, United States of America, 2023. [PUMA: CNN Computing Edge FIS_scads FPGA IoT Offloading topic_software xack yaff] URL

Amankeldi A Salybekov, Markus Wolfien, Waldemar Hahn, Sumi Hidaka, und Shuzo Kobayashi. Artificial Intelligence Reporting Guidelines' Adherence in Nephrology for Improved Research and Clinical Outcomes. Biomedicines, (12)3MDPI, Basel, 07.03.2024. [PUMA: FIS_scads topic_lifescience yaff]