Christian Wachinger
11 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (11) π Renaissance Researcher (5)
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Interdisciplinary Bridge
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Conference Pioneer
β‘
Prolific Year
(5)
π
Trend Setter
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Century Club
(10)
Conferences
CVPR (2)
MICCAI (2)
MIDL (2)
NIPS (2)
AAAI (1)
ICCV (1)
WACV (1)
Top co-authors
Keywords
vision transformer
(4)
medical imaging
(3)
magnetic resonance imaging
(2)
convolutional neural network
(2)
case-based reasoning
(2)
text-to-image generation
(1)
diffusion model
(1)
multi-modal learning
(1)
alzheimer disease
(1)
stable diffusion
(1)
batch normalization
(1)
support vector
(1)
brain imaging
(1)
text-to-image diffusion
(1)
mesh generation
(1)
image registration
(1)
interpretable neural network
(1)
deformation field
(1)
attention mechanism
(1)
image classification
(1)
Papers
Cross-Domain Semi-Supervised Organ Detection
MIDL 2026
SIC: Similarity-Based Interpretable Image Classification with Neural Networks
ICCV 2025
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis
MICCAI 2025
DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers using MRI and PET
WACV 2025
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation
NIPS 2024
From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data
MIDL 2024
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning
AAAI 2024
PASTA: Pathology-Aware MRI to PET CroSs-modal TrAnslation with Diffusion Models
MICCAI 2024
H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration
CVPR 2024
RegBN: Batch Normalization of Multimodal Data with Regularization
NIPS 2023
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks
CVPR 2022