Nishant Kumar

20 papers A* 2C 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — —
Applications of Invertible Neural Networks: From Outlier Detection to Solving Inverse Problems.
Nishant Kumar
2024 — conf
FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring.
TAI4H
Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold
2024 J jnl
FusionINN: Invertible Image Fusion for Brain Tumor Monitoring.
CoRR
Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold
2024 A* conf
Quantile-Based Maximum Likelihood Training for Outlier Detection.
AAAI
Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
2024 J jnl
Robust Reconstruction of the Void Fraction from Noisy Magnetic Flux Density Using Invertible Neural Networks.
Sensors
Nishant Kumar, Lukas Krause, Thomas Wondrak, Sven Eckert, Kerstin Eckert, Stefan Gumhold
2024 C conf
Towards Computational Performance Engineering for Unsupervised Concept Drift Detection: Complexities, Benchmarking, Performance Analysis.
DATA
Elias Werner, Nishant Kumar, Matthias Lieber, Sunna Torge, Stefan Gumhold, Wolfgang E. Nagel
2023 J jnl
Computational Performance Aware Benchmarking of Unsupervised Concept Drift Detection.
CoRR
Elias Werner, Nishant Kumar, Sunna Torge, Matthias Lieber, Arunima Raj, Stefan Gumhold, Wolfgang E. Nagel
2023 J jnl
Learning to reconstruct the bubble distribution with conductivity maps using Invertible Neural Networks and Error Diffusion.
CoRR
Nishant Kumar, Lukas Krause, Thomas Wondrak, Sven Eckert, Kerstin Eckert, Stefan Gumhold
2023 A* conf
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection.
CVPR
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
2023 J jnl
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection.
CoRR
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
2023 J jnl
Quantile-based Maximum Likelihood Training for Outlier Detection.
CoRR
Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
2022 — conf
Enhancing Fairness of Visual Attribute Predictors.
ACCV (6)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
2022 J jnl
Enhancing Fairness of Visual Attribute Predictors.
CoRR
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
2021 J jnl
InFlow: Robust outlier detection utilizing Normalizing Flows.
CoRR
Nishant Kumar, Pia Hanfeld, Michael Hecht, Michael Bussmann, Stefan Gumhold, Nico Hoffmann
2020 J jnl
FuseVis: Interpreting Neural Networks for Image Fusion Using Per-Pixel Saliency Visualization.
Comput.
Nishant Kumar, Stefan Gumhold
2020 J jnl
FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization.
CoRR
Nishant Kumar, Stefan Gumhold
2020 — conf
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas.
ISBI
Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold
2020 J jnl
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas.
CoRR
Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold
2019 — conf
Structural Similarity Based Anatomical and Functional Brain Imaging Fusion.
MBIA/MFCA@MICCAI
Nishant Kumar, Nico Hoffmann, Martin Oelschlägel, Edmund Koch, Matthias Kirsch, Stefan Gumhold
2019 J jnl
Structural Similarity based Anatomical and Functional Brain Imaging Fusion.
CoRR
Nishant Kumar, Nico Hoffmann, Martin Oelschlägel, Edmund Koch, Matthias Kirsch, Stefan Gumhold