Aaron Carass

6 papers · 2023–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

MIDL (3) MICCAI (2) CVPR (1)

Top co-authors

Samuel W. Remedios (4) Jerry L Prince (3) Jerry L. Prince (3) Blake E. Dewey (3) Zhangxing Bian (3) Jinwei Zhang (2) Ellen M. Mowry (2) Lianrui Zuo (2) Shuwen Wei (2) Yihao Liu (2)

Research topics

Computer Vision (3) Deep Learning (2) Healthcare & Medicine (2) Machine Learning (2) Clinical (2) Domain-Specific (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Application Areas (1) Core AI (1) Learning Types · Machine Learning (1) Processing (1)

Keywords

motion estimation (2) tagged mri (2) domain adaptation (1) attention mechanism (1) deep learning (1) image registration (1) magnetic resonance imaging (1) inverse problem (1) generative prior (1) physics-informed learning (1) tongue motion (1) incompressible flow (1) artifact severity scoring (1) image quality assurance (1) magnetic resonance image harmonization (1) artifact encoder (1) unsupervised learning (1) multi-site validation (1) contrastive learning (1)

Papers

Harmonizing MR Images Across 100+ Scanners: Multi-site Validation with Traveling Subjects and Real-world Protocols MIDL 2026 Solving a Nonlinear Blind Inverse Problem for Tagged MRI with Physics and Deep Generative Priors CVPR 2026 An Unsupervised Approach for Artifact Severity Scoring in Multi-Contrast MR Images MIDL 2025 Exploring the feasibility of zero-shot super-resolution in preclinical imaging MICCAI 2025 Unsupervised OCT image interpolation using deformable registration and generative models MICCAI 2025 DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue MIDL 2023