Wachinger, Christian

13 publications

WACV 2025 DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET Yitong Li, Morteza Ghahremani, Youssef Wally, Christian Wachinger

ICCV 2025 SIC: Similarity-Based Interpretable Image Classification with Neural Networks Tom Nuno Wolf, Emre Kavak, Fabian Bongratz, Christian Wachinger

MIDL 2024 From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data Yitong Li, Tom Nuno Wolf, Sebastian Pölsterl, Igor Yakushev, Dennis M. Hedderich, Christian Wachinger

CVPR 2024 H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration Morteza Ghahremani, Mohammad Khateri, Bailiang Jian, Benedikt Wiestler, Ehsan Adeli, Christian Wachinger

AAAI 2024 Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger

NeurIPS 2024 Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation Jiajun Wang, Morteza Ghahremani, Yitong Li, Björn Ommer, Christian Wachinger

NeurIPS 2023 RegBN: Batch Normalization of Multimodal Data with Regularization Morteza Ghahremani Boozandani, Christian Wachinger

CVPR 2022 Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger

ECML-PKDD 2020 Adversarial Learned Molecular Graph Inference and Generation Sebastian Pölsterl, Christian Wachinger

CVPR 2012 A Contextual Maximum Likelihood Framework for Modeling Image Registration Christian Wachinger, Nassir Navab

CVPRW 2010 Structural Image Representation for Image Registration Christian Wachinger, Nassir Navab

CVPR 2009 Similarity Metrics and Efficient Optimization for Simultaneous Registration Christian Wachinger, Nassir Navab

CVPRW 2008 Estimation of Acoustic Impedance from Multiple Ultrasound Images with Application to Spatial Compounding Christian Wachinger, Ramtin Shams, Nassir Navab