2 papers
eess.IV2025
Inverse Synthetic Aperture Fourier Ptychography
Matthew A. Chan, Casey J. Pellizzari, Christopher A. Metzler
Fourier ptychography (FP) is a powerful light-based synthetic aperture imaging technique that allows one to reconstruct a high-resolution, wide field-of-view image by computational…
cs.LG2024
Estimating Epistemic and Aleatoric Uncertainty with a Single Model
Matthew A. Chan, Maria J. Molina, Christopher A. Metzler
Estimating and disentangling epistemic uncertainty, uncertainty that is reducible with more training data, and aleatoric uncertainty, uncertainty that is inherent to the task at ha…