Search Results for author: Amy Lin

Found 3 papers, 1 papers with code

Cameras as Rays: Pose Estimation via Ray Diffusion

no code implementations22 Feb 2024 Jason Y. Zhang, Amy Lin, Moneish Kumar, Tzu-Hsuan Yang, Deva Ramanan, Shubham Tulsiani

Estimating camera poses is a fundamental task for 3D reconstruction and remains challenging given sparsely sampled views (<10).

3D Reconstruction Denoising +2

A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT

no code implementations9 Feb 2021 Hojjat Salehinejad, Jumpei Kitamura, Noah Ditkofsky, Amy Lin, Aditya Bharatha, Suradech Suthiphosuwan, Hui-Ming Lin, Jefferson R. Wilson, Muhammad Mamdani, Errol Colak

An ML model was trained using 21, 784 scans from the RSNA Intracranial Hemorrhage CT dataset while generalizability was evaluated using an external validation dataset obtained from our busy trauma and neurosurgical center.

BIG-bench Machine Learning Computed Tomography (CT) +1

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