Adrian Celaya

Identifiers

• name variant Adrian Celaya 0.60 · backfill

Papers (10)

1. Learning Discontinuous Galerkin Solutions to Elliptic Problems via Small Linear Convolutional Neural Networks cs.LG · 2025 · author #1
2. Deep Learning-Based Automated Post-Operative Gross Tumor Volume Segmentation in Glioblastoma Patients eess.IV · 2024 · author #2
3. MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework eess.IV · 2024 · author #1
4. Solutions to Elliptic and Parabolic Problems via Finite Difference Based Unsupervised Small Linear Convolutional Neural Networks cs.LG · 2023 · author #1
5. Joint inversion of Time-Lapse Surface Gravity and Seismic Data for Monitoring of 3D CO$_2$ Plumes via Deep Learning physics.geo-ph · 2023 · author #1
6. FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation eess.IV · 2023 · author #1
7. A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation eess.IV · 2023 · author #1
8. Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO$_2$ Plumes via Deep Learning cs.LG · 2022 · author #1
9. Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy eess.IV · 2021 · author #2
10. PocketNet: A Smaller Neural Network for Medical Image Analysis eess.IV · 2021 · author #1

Mentions

• 2502.08783 #1 · arxiv_oai · confidence 0.70 Adrian Celaya
• 2407.21343 #1 · arxiv_oai · confidence 0.70 Adrian Celaya
• 2409.15177 #2 · arxiv_oai · confidence 0.70 Adrian Celaya
• 2311.00259 #1 · arxiv_oai · confidence 0.70 Adrian Celaya
• 2302.03868 #1 · arxiv_oai · confidence 0.70 Adrian Celaya
• 2104.10745 #1 · arxiv_oai · confidence 0.70 Adrian Celaya
• 2304.02725 #1 · arxiv_oai · confidence 0.70 Adrian Celaya
• 2310.04430 #1 · arxiv_oai · confidence 0.70 Adrian Celaya
• 2209.02850 #1 · arxiv_oai · confidence 0.70 Adrian Celaya
• 2111.01093 #2 · arxiv_oai · confidence 0.70 Adrian Celaya

Frequent Coauthors

• David Fuentes 8 shared papers
• Beatrice Riviere 6 shared papers
• Caroline Chung 4 shared papers
• Dawid Schellingerhout 3 shared papers
• Rajarajeswari Muthusivarajan 3 shared papers
• Mauricio Araya-Polo 2 shared papers
• Alex Balsells 1 shared papers
• Andrew Elliott 1 shared papers
• Antony Price 1 shared papers
• Bertrand Denel 1 shared papers
• Brayden Mi 1 shared papers
• Daniel S. Marcus 1 shared papers
• Evan Gates 1 shared papers
• Evan Lim 1 shared papers
• Holly Langshaw 1 shared papers
• Jonas A. Actor 1 shared papers
• Joshua P. Yung 1 shared papers
• Keegan Kirk 1 shared papers
• Maguy Farhat 1 shared papers
• Rachel Glenn 1 shared papers