Jakob Kruse

Guided Image Generation with Conditional Invertible Neural Networks

Lynton Ardizzone, Carsten Lüth, Jakob Kruse et al. · arXiv (Cornell University) · 2019 · 261 citations · Full text

Image Generation, Machine Vision, Image Analysis +14

Analyzing Inverse Problems with Invertible Neural Networks

Lynton Ardizzone, Jakob Kruse, Sebastian Wirkert et al. · arXiv (Cornell University) · 2018 · 154 citations · Full text

Artificial Intelligence, Parameter Space, Engineering +17

Learning to Push the Limits of Efficient FFT-Based Image Deconvolution

Jakob Kruse, Carsten Rother, Uwe Schmidt · 2017 · 108 citations

Deblurring, Image Analysis, Machine Learning +15

Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks

Tim Adler, Lynton Ardizzone, Anant Vemuri et al. · International Journal of Computer Assisted Radiology and Surgery · 2019 · 28 citations · Full text

Engineering, Uncertainty Quantification, Optical Testing +10

Benchmarking Invertible Architectures on Inverse Problems

Jakob Kruse, Lynton Ardizzone, Carsten Rother et al. · arXiv (Cornell University) · 2021 · 25 citations · Full text

Mathematical Programming, Artificial Intelligence, Convolutional Neural Network +17