Search Results for author: Sean Donegan

Found 2 papers, 2 papers with code

A Lightweight Transformer for Faster and Robust EBSD Data Collection

1 code implementation18 Aug 2023 Harry Dong, Sean Donegan, Megna Shah, Yuejie Chi

Three dimensional electron back-scattered diffraction (EBSD) microscopy is a critical tool in many applications in materials science, yet its data quality can fluctuate greatly during the arduous collection process, particularly via serial-sectioning.

Deep Unfolded Tensor Robust PCA with Self-supervised Learning

1 code implementation21 Dec 2022 Harry Dong, Megna Shah, Sean Donegan, Yuejie Chi

Tensor robust principal component analysis (RPCA), which seeks to separate a low-rank tensor from its sparse corruptions, has been crucial in data science and machine learning where tensor structures are becoming more prevalent.

Bayesian Optimization Self-Supervised Learning

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