Structural Similarity Based Anatomical and Functional Brain Imaging Fusion. - Nishant Kumar 005; Nico Hoffmann; Martin Oelschlägel; Edmund Koch; Matthias Kirsch; Stefan Gumhold (MBIA/MFCA@MICCAI, 2019)

Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas. - Nishant Kumar 005; Nico Hoffmann; Matthias Kirsch; Stefan Gumhold (ISBI, 2020)

FuseVis: Interpreting Neural Networks for Image Fusion Using Per-Pixel Saliency Visualization. - Nishant Kumar 005; Stefan Gumhold (Comput., 2020)

InFlow: Robust outlier detection utilizing Normalizing Flows. - Nishant Kumar 005; Pia Hanfeld; Michael Hecht; Michael Bussmann; Stefan Gumhold; Nico Hoffmann (CoRR, 2021)

Enhancing Fairness of Visual Attribute Predictors. - Tobias Hänel; Nishant Kumar 005; Dmitrij Schlesinger; Mengze Li 002; Erdem Ünal; Abouzar Eslami; Stefan Gumhold (ACCV (6), 2022)

Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. - Nishant Kumar 005; Sinisa Segvic; Abouzar Eslami; Stefan Gumhold (CVPR, 2023)

Computational Performance Aware Benchmarking of Unsupervised Concept Drift Detection. - Elias Werner; Nishant Kumar 005; Sunna Torge 001; Matthias Lieber; Arunima Raj; Stefan Gumhold; Wolfgang E. Nagel (CoRR, 2023)

Learning to reconstruct the bubble distribution with conductivity maps using Invertible Neural Networks and Error Diffusion. - Nishant Kumar 005; Lukas Krause; Thomas Wondrak; Sven Eckert; Kerstin Eckert; Stefan Gumhold (CoRR, 2023)

Quantile-Based Maximum Likelihood Training for Outlier Detection. - Masoud Taghikhah; Nishant Kumar 005; Sinisa Segvic; Abouzar Eslami; Stefan Gumhold (AAAI, 2024)

Towards Computational Performance Engineering for Unsupervised Concept Drift Detection: Complexities, Benchmarking, Performance Analysis. - Elias Werner; Nishant Kumar 005; Matthias Lieber; Sunna Torge 001; Stefan Gumhold; Wolfgang E. Nagel (DATA, 2024)

FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring. - Nishant Kumar 005; Ziyan Tao; Jaikirat Singh; Yang Li 129; Peiwen Sun; Binghui Zhao; Stefan Gumhold (TAI4H, 2024)

FusionINN: Invertible Image Fusion for Brain Tumor Monitoring. - Nishant Kumar 005; Ziyan Tao; Jaikirat Singh; Yang Li 129; Peiwen Sun; Binghui Zhao; Stefan Gumhold (CoRR, 2024)

Robust Reconstruction of the Void Fraction from Noisy Magnetic Flux Density Using Invertible Neural Networks. - Nishant Kumar 005; Lukas Krause; Thomas Wondrak; Sven Eckert; Kerstin Eckert; Stefan Gumhold (Sensors, 2024)