Fabian Bongratz
4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4)
πΊοΈ
Taxonomy Completionist
(12)
π
Keyword Champion
π
Trend Setter
Conferences
AAAI (1)
CVPR (1)
ICCV (1)
MICCAI (1)
Top co-authors
Keywords
case-based reasoning
(2)
medical imaging
(1)
brain imaging
(1)
magnetic resonance imaging
(1)
support vector
(1)
convolutional neural network
(1)
mesh generation
(1)
interpretable neural network
(1)
shapley value
(1)
attribution map
(1)
model explainability
(1)
similarity scoring
(1)
graph convolutional neural network
(1)
3d mesh generation
(1)
graph neural network
(1)
neural network
(1)
cortical surface reconstruction
(1)
3d mri scan
(1)
geometric deep neural network
(1)
image classification
(1)
Papers
SIC: Similarity-Based Interpretable Image Classification with Neural Networks
ICCV 2025
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis
MICCAI 2025
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning
AAAI 2024
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks
CVPR 2022