Gregory Spell

According to our database, Gregory Spell authored at least 10 papers between 2015 and 2023.

Collaborative distances:

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

2023

Deep Learning for Applications in Inverse Modeling, Legislator Analysis, and Computer Vision for Security.

Gregory Spell

PhD thesis, 2023

Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling.

Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

FLOP: Federated Learning on Medical Datasets using Partial Networks.

Qian Yang, Jianyi Zhang, Weituo Hao, Gregory P. Spell, Lawrence Carin

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Application of Compositional Neural Networks for Robust Classification of Infrared Imagery.

Gregory P. Spell, Leslie M. Collins, Jordan M. Malof

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

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

CoRR, 2020

An Embedding Model for Estimating Legislative Preferences from the Frequency and Sentiment of Tweets.

Gregory Spell, Brian Guay, Sunshine Hillygus, Lawrence Carin

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

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

CoRR, 2019

2017

Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis.

Andrew Stevens, Yunchen Pu, Yannan Sun, Gregory Spell, Lawrence Carin

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Deep Overcomplete Tensor Rank-Decompositions.

Andrew Stevens, Yunchen Pu, Yannan Sun, Gregory Spell, Lawrence Carin

CoRR, 2016

2015

Algorithms for tracking with a foveal sensor.

Gregory Spell, Douglas Cochran

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015