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Stefan Gumhold

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Learning to reconstruct the bubble distribution with conductivity maps using Invertible Neural Networks and Error Diffusion

Jul 04, 2023
Nishant Kumar, Lukas Krause, Thomas Wondrak, Sven Eckert, Kerstin Eckert, Stefan Gumhold

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Computational Performance Aware Benchmarking of Unsupervised Concept Drift Detection

Apr 17, 2023
Elias Werner, Nishant Kumar, Sunna Torge, Matthias Lieber, Arunima Raj, Stefan Gumhold, Wolfgang E. Nagel

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Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection

Feb 01, 2023
Nishant Kumar, Siniša Šegvić, Abouzar Eslami, Stefan Gumhold

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Challenging the Universal Representation of Deep Models for 3D Point Cloud Registration

Nov 29, 2022
David Bojanić, Kristijan Bartol, Josep Forest, Stefan Gumhold, Tomislav Petković, Tomislav Pribanić

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Enhancing Fairness of Visual Attribute Predictors

Jul 14, 2022
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold

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InFlow: Robust outlier detection utilizing Normalizing Flows

Jun 10, 2021
Nishant Kumar, Pia Hanfeld, Michael Hecht, Michael Bussmann, Stefan Gumhold, Nico Hoffmannn

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FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization

Dec 06, 2020
Nishant Kumar, Stefan Gumhold

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Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas

Jan 30, 2020
Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold

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Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task

Dec 02, 2019
Aritra Bhowmik, Stefan Gumhold, Carsten Rother, Eric Brachmann

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