Picture for Christoph Brune

Christoph Brune

Sparsifying dimensionality reduction of PDE solution data with Bregman learning

Add code
Jun 18, 2024
Viaarxiv icon

Global Control for Local SO-Equivariant Scale-Invariant Vessel Segmentation

Add code
Mar 22, 2024
Figure 1 for Global Control for Local SO-Equivariant Scale-Invariant Vessel Segmentation
Figure 2 for Global Control for Local SO-Equivariant Scale-Invariant Vessel Segmentation
Figure 3 for Global Control for Local SO-Equivariant Scale-Invariant Vessel Segmentation
Figure 4 for Global Control for Local SO-Equivariant Scale-Invariant Vessel Segmentation
Viaarxiv icon

Learning a Sparse Representation of Barron Functions with the Inverse Scale Space Flow

Add code
Dec 05, 2023
Viaarxiv icon

SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks

Add code
Nov 09, 2023
Viaarxiv icon

Uncertainty-based quality assurance of carotid artery wall segmentation in black-blood MRI

Add code
Aug 18, 2023
Figure 1 for Uncertainty-based quality assurance of carotid artery wall segmentation in black-blood MRI
Figure 2 for Uncertainty-based quality assurance of carotid artery wall segmentation in black-blood MRI
Figure 3 for Uncertainty-based quality assurance of carotid artery wall segmentation in black-blood MRI
Viaarxiv icon

DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning

Add code
Aug 12, 2023
Figure 1 for DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning
Figure 2 for DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning
Figure 3 for DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning
Figure 4 for DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning
Viaarxiv icon

Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space

Add code
Jul 28, 2023
Figure 1 for Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space
Figure 2 for Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space
Figure 3 for Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space
Figure 4 for Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space
Viaarxiv icon

What do neural networks learn in image classification? A frequency shortcut perspective

Add code
Jul 19, 2023
Figure 1 for What do neural networks learn in image classification? A frequency shortcut perspective
Figure 2 for What do neural networks learn in image classification? A frequency shortcut perspective
Figure 3 for What do neural networks learn in image classification? A frequency shortcut perspective
Figure 4 for What do neural networks learn in image classification? A frequency shortcut perspective
Viaarxiv icon

Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models

Add code
Jun 27, 2023
Figure 1 for Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models
Figure 2 for Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models
Figure 3 for Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models
Figure 4 for Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models
Viaarxiv icon

Embeddings between Barron spaces with higher order activation functions

Add code
May 25, 2023
Figure 1 for Embeddings between Barron spaces with higher order activation functions
Viaarxiv icon