Nishant Kumar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Maximum Likelihood

Nonsubsampled Contourlet Transform

Outlier Detection

Top Venues

Publications

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) (2024)
Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold
FusionINN: Invertible Image Fusion for Brain Tumor Monitoring. CoRR (2024)
Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold
FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring. TAI4H (2024)
Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Quantile-Based Maximum Likelihood Training for Outlier Detection. AAAI (2024)
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CVPR (2023)
Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Quantile-based Maximum Likelihood Training for Outlier Detection. CoRR (2023)
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 (2023)
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CoRR (2023)
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 (2023)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
Enhancing Fairness of Visual Attribute Predictors. ACCV (6) (2022)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
Enhancing Fairness of Visual Attribute Predictors. CoRR (2022)
Nishant Kumar, Pia Hanfeld, Michael Hecht, Michael Bussmann, Stefan Gumhold, Nico Hoffmann
InFlow: Robust outlier detection utilizing Normalizing Flows. CoRR (2021)
Nishant Kumar, Stefan Gumhold
FuseVis: Interpreting Neural Networks for Image Fusion Using Per-Pixel Saliency Visualization. Comput. 9 (4) (2020)
Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas. ISBI (2020)
Nishant Kumar, Stefan Gumhold
FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization. CoRR (2020)
Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas. CoRR (2020)
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)
Nishant Kumar, Nico Hoffmann, Martin Oelschlägel, Edmund Koch, Matthias Kirsch, Stefan Gumhold
Structural Similarity based Anatomical and Functional Brain Imaging Fusion. CoRR (2019)