Alert button
Picture for Jakob Kruse

Jakob Kruse

Alert button

Towards Learned Emulation of Interannual Water Isotopologue Variations in General Circulation Models

Jan 31, 2023
Jonathan Wider, Jakob Kruse, Nils Weitzel, Janica C. Bühler, Ullrich Köthe, Kira Rehfeld

Figure 1 for Towards Learned Emulation of Interannual Water Isotopologue Variations in General Circulation Models
Figure 2 for Towards Learned Emulation of Interannual Water Isotopologue Variations in General Circulation Models
Figure 3 for Towards Learned Emulation of Interannual Water Isotopologue Variations in General Circulation Models
Figure 4 for Towards Learned Emulation of Interannual Water Isotopologue Variations in General Circulation Models
Viaarxiv icon

Conditional Invertible Neural Networks for Diverse Image-to-Image Translation

May 05, 2021
Lynton Ardizzone, Jakob Kruse, Carsten Lüth, Niels Bracher, Carsten Rother, Ullrich Köthe

Figure 1 for Conditional Invertible Neural Networks for Diverse Image-to-Image Translation
Figure 2 for Conditional Invertible Neural Networks for Diverse Image-to-Image Translation
Figure 3 for Conditional Invertible Neural Networks for Diverse Image-to-Image Translation
Figure 4 for Conditional Invertible Neural Networks for Diverse Image-to-Image Translation
Viaarxiv icon

Benchmarking Invertible Architectures on Inverse Problems

Jan 26, 2021
Jakob Kruse, Lynton Ardizzone, Carsten Rother, Ullrich Köthe

Figure 1 for Benchmarking Invertible Architectures on Inverse Problems
Figure 2 for Benchmarking Invertible Architectures on Inverse Problems
Figure 3 for Benchmarking Invertible Architectures on Inverse Problems
Figure 4 for Benchmarking Invertible Architectures on Inverse Problems
Viaarxiv icon

Technical report: Training Mixture Density Networks with full covariance matrices

Mar 04, 2020
Jakob Kruse

Figure 1 for Technical report: Training Mixture Density Networks with full covariance matrices
Viaarxiv icon

Guided Image Generation with Conditional Invertible Neural Networks

Jul 10, 2019
Lynton Ardizzone, Carsten Lüth, Jakob Kruse, Carsten Rother, Ullrich Köthe

Figure 1 for Guided Image Generation with Conditional Invertible Neural Networks
Figure 2 for Guided Image Generation with Conditional Invertible Neural Networks
Figure 3 for Guided Image Generation with Conditional Invertible Neural Networks
Figure 4 for Guided Image Generation with Conditional Invertible Neural Networks
Viaarxiv icon

HINT: Hierarchical Invertible Neural Transport for General and Sequential Bayesian inference

May 25, 2019
Gianluca Detommaso, Jakob Kruse, Lynton Ardizzone, Carsten Rother, Ullrich Köthe, Robert Scheichl

Figure 1 for HINT: Hierarchical Invertible Neural Transport for General and Sequential Bayesian inference
Figure 2 for HINT: Hierarchical Invertible Neural Transport for General and Sequential Bayesian inference
Figure 3 for HINT: Hierarchical Invertible Neural Transport for General and Sequential Bayesian inference
Figure 4 for HINT: Hierarchical Invertible Neural Transport for General and Sequential Bayesian inference
Viaarxiv icon

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

Mar 08, 2019
Tim J. Adler, Lynton Ardizzone, Anant Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein

Figure 1 for Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks
Figure 2 for Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks
Figure 3 for Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks
Figure 4 for Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks
Viaarxiv icon

Analyzing Inverse Problems with Invertible Neural Networks

Sep 10, 2018
Lynton Ardizzone, Jakob Kruse, Sebastian Wirkert, Daniel Rahner, Eric W. Pellegrini, Ralf S. Klessen, Lena Maier-Hein, Carsten Rother, Ullrich Köthe

Figure 1 for Analyzing Inverse Problems with Invertible Neural Networks
Figure 2 for Analyzing Inverse Problems with Invertible Neural Networks
Figure 3 for Analyzing Inverse Problems with Invertible Neural Networks
Figure 4 for Analyzing Inverse Problems with Invertible Neural Networks
Viaarxiv icon