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ORCIDNishant Kumar 0005
Person information
- affiliation: Technische Universität Dresden, Germany
Other persons with the same name
- Nishant Kumar — disambiguation page
- Nishant Kumar 0001 — Microsoft Research (and 1 more)
- Nishant Kumar 0002 — Dartmouth College, Hanover, USA (and 1 more)
- Nishant Kumar 0003
![[0000-0003-4084-7436]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-4084-7436")
— IIT Delhi, New Delhi, India - Nishant Kumar 0004 — Katholieke Universiteit Leuven, Belgium
- Nishant Kumar 0006 — Uber Technologies Inc., San Francisco, USA
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Journal Articles
- 2024
[j2]Nishant Kumar, Lukas Krause, Thomas Wondrak, Sven Eckert, Kerstin Eckert, Stefan Gumhold:
Robust Reconstruction of the Void Fraction from Noisy Magnetic Flux Density Using Invertible Neural Networks. Sensors 24(4): 1213 (2024)- 2020
- [j1]Nishant Kumar, Stefan Gumhold:
FuseVis: Interpreting Neural Networks for Image Fusion Using Per-Pixel Saliency Visualization. Comput. 9(4): 98 (2020)
Conference and Workshop Papers
- 2024
- [c5]Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold:
Quantile-Based Maximum Likelihood Training for Outlier Detection. AAAI 2024: 21610-21618 - 2023
- [c4]Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold:
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CVPR 2023: 5156-5165 - 2022
- [c3]Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold:
Enhancing Fairness of Visual Attribute Predictors. ACCV (6) 2022: 151-167 - 2020
- [c2]Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold:
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas. ISBI 2020: 1-5 - 2019
- [c1]Nishant Kumar, Nico Hoffmann, Martin Oelschlägel, Edmund Koch, Matthias Kirsch, Stefan Gumhold:
Structural Similarity Based Anatomical and Functional Brain Imaging Fusion. MBIA/MFCA@MICCAI 2019: 121-129
Informal and Other Publications
- 2024
- [i10]Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold:
FusionINN: Invertible Image Fusion for Brain Tumor Monitoring. CoRR abs/2403.15769 (2024) - 2023
- [i9]Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold:
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CoRR abs/2302.07106 (2023) - [i8]Elias Werner, Nishant Kumar, Sunna Torge, Matthias Lieber, Arunima Raj, Stefan Gumhold, Wolfgang E. Nagel:
Computational Performance Aware Benchmarking of Unsupervised Concept Drift Detection. CoRR abs/2304.08319 (2023) - [i7]Nishant Kumar, Lukas Krause, Thomas Wondrak, Sven Eckert, Kerstin Eckert, Stefan Gumhold:
Learning to reconstruct the bubble distribution with conductivity maps using Invertible Neural Networks and Error Diffusion. CoRR abs/2307.02496 (2023) - [i6]Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold:
Quantile-based Maximum Likelihood Training for Outlier Detection. CoRR abs/2310.06085 (2023) - 2022
- [i5]Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold:
Enhancing Fairness of Visual Attribute Predictors. CoRR abs/2207.05727 (2022) - 2021
- [i4]Nishant Kumar, Pia Hanfeld, Michael Hecht, Michael Bussmann, Stefan Gumhold, Nico Hoffmann:
InFlow: Robust outlier detection utilizing Normalizing Flows. CoRR abs/2106.12894 (2021) - 2020
- [i3]Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold:
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas. CoRR abs/2001.09535 (2020) - [i2]Nishant Kumar, Stefan Gumhold:
FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization. CoRR abs/2012.08932 (2020) - 2019
- [i1]Nishant Kumar, Nico Hoffmann, Martin Oelschlägel, Edmund Koch, Matthias Kirsch, Stefan Gumhold:
Structural Similarity based Anatomical and Functional Brain Imaging Fusion. CoRR abs/1908.03958 (2019)
Coauthor Index
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