Gregory P. Spell

Researcher, CoVar LLC

Joined

May 2024

Names

Gregory P. Spell (Preferred)

Gregory Spell

Emails

****@gmail.com (Confirmed)

****@duke.edu

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

CoVar LLC (covar.com)

2022 – Present

PhD student

Electrical & Computer Engineering, Duke University (duke.edu)

2015 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Leslie M. Collins

2020 – 2023

PhD Advisor

Lawrence Carin

2015 – 2020

Expertise

Deep Learning

2015 – Present

Publications

Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling
Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof
- AAAI 2023
- Readers: Everyone
Deep Learning for Applications in Inverse Modeling, Legislator Analysis, and Computer Vision for Security
Gregory Spell
- undefined 2023
- Readers: Everyone
Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling
Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof
- Published: 01 Jan 2022, Last Modified: 05 May 2023
- CoRR 2022
- Readers: Everyone
FLOP: Federated Learning on Medical Datasets using Partial Networks
Qian Yang, Jianyi Zhang, Weituo Hao, Gregory P. Spell, Lawrence Carin
- Published: 01 Jan 2021, Last Modified: 03 May 2023
- KDD 2021
- Readers: Everyone
Application of Compositional Neural Networks for Robust Classification of Infrared Imagery
Gregory P. Spell, Leslie M. Collins, Jordan M. Malof
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- IGARSS 2021
- Readers: Everyone
FLOP: Federated Learning on Medical Datasets using Partial Networks
Qian Yang, Jianyi Zhang, Weituo Hao, Gregory Spell, Lawrence Carin
- Published: 01 Jan 2021, Last Modified: 03 May 2023
- CoRR 2021
- Readers: Everyone
An Embedding Model for Estimating Legislative Preferences from the Frequency and Sentiment of Tweets
Gregory Spell, Brian Guay, Sunshine Hillygus, Lawrence Carin
- EMNLP (1) 2020
- Readers: Everyone
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images
John B. Sigman, Gregory P. Spell, Kevin J. Liang, Lawrence Carin
- 2020 (modified: 15 May 2025)
- CoRR 2020
- Readers: Everyone
Toward Automatic Threat Recognition for Airport X-ray Baggage Screening with Deep Convolutional Object Detection
Kevin J. Liang, John B. Sigman, Gregory P. Spell, Dan Strellis, William Chang, Felix Liu, Tejas Mehta, Lawrence Carin
- 2019 (modified: 15 May 2025)
- CoRR 2019
- Readers: Everyone
Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis
Andrew Stevens, Yunchen Pu, Yannan Sun, Gregory Spell, Lawrence Carin
- AISTATS 2017
- Readers: Everyone

View all 12 publications