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Leon Axel

6 papers · 2021–2025 · 5 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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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🔥 Unstoppable · Bronze

Venues

WACV (2) CVPR (1) ECCV (1) ICCV (1) MIDL (1)

Top co-authors

Dimitris Metaxas (5) Meng Ye (5) Mikael Kanski (3) Bingyu Xin (3) Dong Yang (3) Timothy Phan (1) Qi Chang (1) Zhennan Yan (1) Dimitris N. Metaxas (1) Qiaoying Huang (1)

Research topics

Computer Vision (5) Deep Learning (5) Domain-Specific (3) Learning Types · Deep Learning (3) Healthcare & Medicine (2) Analysis (2) Architectures (2) Clinical (2) Models (2) Processing (2) Machine Learning (1) Learning Types · Machine Learning (1)

Keywords

cardiac imaging (2) cardiac cine mri (2) deep learning (2) medical imaging (2) semi-supervised learning (1) vision transformer (1) point cloud (1) image-to-image translation (1) image registration (1) shape modeling (1) magnetic resonance imaging (1) motion tracking (1) diffeomorphic registration (1) affine transformation (1) non-rigid deformation (1) video object segmentation (1) deformable model (1) half-quadratic splitting (1) spatio-temporal memory (1) 4d segmentation (1)

Papers

Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation WACV 2025 Rethinking Deep Unrolled Model for Accelerated MRI Reconstruction ECCV 2024 Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration WACV 2024 Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging ICCV 2023 Learned Half-Quadratic Splitting Network for MR Image Reconstruction MIDL 2022 DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images CVPR 2021