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Samuel W. Remedios

4 papers · 2025–2026 · 3 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 · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

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

Top co-authors

Aaron Carass (4) Jerry L. Prince (3) Blake E. Dewey (2) Junyu Chen (2) Shiv Saidha (2) Zhangxing Bian (2) Shuwen Wei (2) Murat Bilgel (1) Jerry L Prince (1) Peter A. Calabresi (1)

Research topics

Computer Vision (2) Healthcare & Medicine (2) Clinical (2) Deep Learning (1) Machine Learning (1) Domain-Specific (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Processing (1)

Keywords

domain adaptation (1) motion estimation (1) attention mechanism (1) inverse problem (1) generative prior (1) physics-informed learning (1) tagged mri (1) magnetic resonance image harmonization (1) artifact encoder (1) multi-site validation (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 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