Publications
1) Zorek S*, Vyas K, Liu Y, Lenz D, Peterka T, Balakrishnan G. Fast Amortized Fitting of Scientific Signals Across Time and Ensembles via Transferable Neural Fields. CVPR 2026 Workshop on 3D Geometry Generation for Scientific Computing. https://arxiv.org/abs/2604.19979
2) Jiang M, Jain A, Zorek S, Jermain C. SIMCOPILOT: Evaluating Large Language Models for Copilot-Style Code Generation. arXiv preprint. https://arxiv.org/abs/2505.21514
3) Cheung MY*, Zorek S*, Netherton TJ, Court LE, Al-Kindi S, Veeraraghavan A, Balakrishnan G. When are Diffusion Priors Helpful in Sparse Reconstruction: A Study with Sparse-view CT. ISBI 2025; Houston, TX, USA.
4) Zorek S*, Luo S*, Aguiar-Pulido V (2023). Few-Shot Image Classification for Rare Ocular Disease with an Ensemble of Pretrained Feature Extractors and a Statistical Classifier. 22nd IEEE International Conference on Machine Learning and Applications (ICMLA) at Jacksonville, FL (USA).