Matt Y. Cheung

According to our database, Matt Y. Cheung authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Efficient Conformal Volumetry for Template-Based Segmentation.

Matt Y. Cheung, Ashok Veeraraghavan, Guha Balakrishnan

CoRR, March, 2026

Bias-Aware Conformal Prediction for Metric-Based Imaging Pipelines.

Matt Y. Cheung, Tucker J. Netherton, Laurence E. Court, Ashok Veeraraghavan, Guha Balakrishnan

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

COMPASS: Robust Feature Conformal Prediction for Medical Segmentation Metrics.

Matt Y. Cheung, Ashok Veeraraghavan, Guha Balakrishnan

CoRR, September, 2025

Metric-Guided Conformal Bounds for Probabilistic Image Reconstruction.

Matt Y. Cheung, Tucker J. Netherton, Laurence E. Court, Ashok Veeraraghavan, Guha Balakrishnan

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2025

When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-View CT.

Matt Y. Cheung, Sophia Zorek, Tucker J. Netherton, Laurence E. Court, Sadeer Al-Kindi, Ashok Veeraraghavan, Guha Balakrishnan

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Wearable Blood Pressure Monitoring Devices: Understanding Heterogeneity in Design and Evaluation.

Matt Y. Cheung, Ashutosh Sabharwal, Gerard L. Coté, Ashok Veeraraghavan

IEEE Trans. Biomed. Eng., December, 2024

An Ultrasonic Transceiver for Non-Invasive Intracranial Pressure Sensing.

Gerald Topalli, Yingying Fan, Matt Y. Cheung, Ashok Veeraraghavan, Mohammad Hirzallah, Taiyun Chi

IEEE Trans. Biomed. Circuits Syst., December, 2024

Regression Conformal Prediction under Bias.

Matt Y. Cheung, Tucker J. Netherton, Laurence E. Court, Ashok Veeraraghavan, Guha Balakrishnan

CoRR, 2024

Metric-guided Image Reconstruction Bounds via Conformal Prediction.

Matt Y. Cheung, Tucker J. Netherton, Laurence E. Court, Ashok Veeraraghavan, Guha Balakrishnan

CoRR, 2024

17.11 A 9mW Ultrasonic Through Transmission Transceiver for Non-Invasive Intracranial Pressure Sensing.

Gerald Topalli, Yingying Fan, Matt Y. Cheung, Ashok Veeraraghavan, Mohammad Hirzallah, Taiyun Chi

Proceedings of the IEEE International Solid-State Circuits Conference, 2024

2021

Wearing A Mask: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels.

Sina Alemohammad, Hossein Babaei, Randall Balestriero, Matt Y. Cheung, Ahmed Imtiaz Humayun, Daniel LeJeune, Naiming Liu, Lorenzo Luzi, Jasper Tan, Zichao Wang, Richard G. Baraniuk

Proceedings of the IEEE International Conference on Acoustics, 2021