Skip to content
conftrace_

Fabian Bongratz

4 papers · 2022–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓
🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) CVPR (1) ICCV (1) MICCAI (1)

Top co-authors

Christian Wachinger (4) Tom Nuno Wolf (3) Anne-Marie Rickmann (2) Sebastian Pölsterl (2) Emre Kavak (1) Jaume Gual Ramon (1)

Research topics

Deep Learning (3) Architectures (3) Artificial Intelligence (2) Computer Vision (2) Machine Learning (2) Analysis (2) Core AI (2) Core Methods (2) Healthcare & Medicine (1) Clinical (1) Domain-Specific (1) Learning Types (1) Optimization & Theory (1)

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