Christian Wachinger

11 papers · 2022–2026 · 7 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

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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Silver 🚀 Conference Pioneer 💎 Century Club · Bronze

🗃️ Keyword Collector (53) 🔥 Unstoppable · Bronze ⚡ Prolific Year · Productive

Venues

CVPR (2) MICCAI (2) MIDL (2) NeurIPS (2) AAAI (1) ICCV (1) WACV (1)

Top co-authors

Morteza Ghahremani (4) Yitong Li (4) Tom Nuno Wolf (4) Fabian Bongratz (4) Sebastian Pölsterl (3) Anne-Marie Rickmann (2) Igor Yakushev (2) Bailiang Jian (2) Dennis M. Hedderich (2) Benedikt Wiestler (2)

Research topics

Deep Learning (8) Architectures (6) Computer Vision (5) Machine Learning (4) Artificial Intelligence (3) Healthcare & Medicine (3) Analysis (3) Clinical (3) Core AI (3) Core Methods (3) Domain-Specific (3) Techniques (2) Application Areas (1) Generation (1) Learning Types (1)

Keywords

vision transformer (4) medical imaging (3) case-based reasoning (2) magnetic resonance imaging (2) convolutional neural network (2) multimodal learning (1) batch normalization (1) self-supervised learning (1) interpretable neural network (1) brain imaging (1) alzheimer disease (1) diffusion model (1) support vector (1) image registration (1) latent space (1) text-to-image generation (1) mesh generation (1) text-to-image diffusion (1) attention mechanism (1) image classification (1)

Papers

Cross-Domain Semi-Supervised Organ Detection MIDL 2026 DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers using MRI and PET WACV 2025 SIC: Similarity-Based Interpretable Image Classification with Neural Networks ICCV 2025 X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis MICCAI 2025 From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data MIDL 2024 H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration CVPR 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 Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation NeurIPS 2024 RegBN: Batch Normalization of Multimodal Data with Regularization NeurIPS 2023 Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks CVPR 2022