Sophia Zorek

According to our database, Sophia Zorek authored at least 4 papers between 2023 and 2026.

Collaborative distances:

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

2026

Fast Amortized Fitting of Scientific Signals Across Time and Ensembles via Transferable Neural Fields.

Sophia Zorek, Kushal Vyas, Yuhao Liu, David Lenz, Tom Peterka, Guha Balakrishnan

CoRR, April, 2026

2025

SIMCOPILOT: Evaluating Large Language Models for Copilot-Style Code Generation.

Mingchao Jiang, Abhinav Jain, Sophia Zorek, Chris Jermaine

CoRR, May, 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

2023

Few-Shot Image Classification for Rare Ocular Disease with an Ensemble of Pretrained Feature Extractors and a Statistical Classifier.

Sophia Zorek, Shengxin Luo, Vanessa Aguiar-Pulido

Proceedings of the International Conference on Machine Learning and Applications, 2023