Publications

Nishant Kumar, Sinisa Segvić, Abouzar Eslami, and Stefan Gumhold. Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 5156-5165, June 2023. [PUMA: topic_visualcomputing xack]

Jannik Irmai, Shengxian Zhao, Mark Schöne, Jannik Presberger, and Bjoern Andres. A Graph Multi-separator Problem for Image Segmentation. Journal of Mathematical Imaging and Vision, (66)5:839--872, Oct 1, 2024. [PUMA: topic_visualcomputing yaff] 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: Augemented Content Design FIS_scads topic_visualcomputing xack]

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

Julián Méndez, Marc Satkowski, and Rufat Rzayev. How Does Explainability Look in Hybrid User Interfaces?. 251--256, Oct 16, 2023. [PUMA: FIS_scads topic_visualcomputing xack] URL

Marc Satkowski. Understanding Immersive Environments for Visual Data Analysis. QUCOSA, Feb 6, 2024. [PUMA: FIS_scads topic_visualcomputing xack]

Katja Krug, Marc Satkowski, Reuben Docea, Tzu-Yu Ku, and Raimund Dachselt. Point Cloud Alignment through Mid-Air Gestures on a Stereoscopic Display. CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 230:1--230:7, Association for Computing Machinery (ACM), New York, United States of America, Apr 19, 2023. [PUMA: FIS_scads topic_visualcomputing xack]

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: FIS_scads nopdf topic_lifescience topic_visualcomputing]

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: Analytics, FIS_scads Immersive In-situ affordance, analysis, augmented/mixed data movement physical reality, referents, topic_visualcomputing visualization xack]

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: FIS_scads area_bigdata cs.LG, cs.PF topic_visualcomputing yaff]

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: FIS_scads data labeling labeling, manual sequence topic_visualcomputing video xack] URL

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

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: FIS_scads Human-centered Visualization Visualization, and computing, concepts paradigms, techniques theory, topic_lifescience topic_visualcomputing xack]

Lucas Fabian Naumann, Jannik Irmai, Shengxian Zhao, and 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, and Bjoern Andres. Correlation Clustering of Organoid Images.. March 2024. [PUMA: FIS_scads imported topic_visualcomputing xack]

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: FIS_scads imported topic_visualcomputing yaff]

Arne Präger, Baldwin Nsonga, and Gerik Scheuermann. Visualizing statistical complexity in 3d turbulent flows using a robust entropy calculation method. Václav Skala-UNION Agency, 2022. [PUMA: imported topic_visualcomputing xack]

Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, and Stefan Gumhold. FusionINN: Invertible Image Fusion for Brain Tumor Monitoring. arXiv preprint arXiv:2403.15769, 2024. [PUMA: imported topic_visualcomputing xack]

Elias Werner, Nishant Kumar, Sunna Torge, Matthias Lieber, Arunima Raj, Stefan Gumhold, and Wolfgang E Nagel. Computational Performance Aware Benchmarking of Unsupervised Concept Drift Detection.. CoRR, 2023. [PUMA: area_bigdata imported nopdf topic_visualcomputing]

Nishant Kumar, Lukas Krause, Thomas Wondrak, Sven Eckert, Kerstin Eckert, and Stefan Gumhold. Learning to reconstruct the bubble distribution with conductivity maps using Invertible Neural Networks and Error Diffusion. arXiv preprint arXiv:2307.02496, 2023. [PUMA: imported topic_visualcomputing zno]