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ORCIDGregory Spell
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2020 – today
- 2023
[b1]Gregory Spell:
Deep Learning for Applications in Inverse Modeling, Legislator Analysis, and Computer Vision for Security. Duke University, Durham, NC, USA, 2023- [c6]Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof:
Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling. AAAI 2023: 9874-9881 - 2022
- [i5]Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof:
Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling. CoRR abs/2211.14366 (2022) - 2021
- [c5]Gregory P. Spell, Leslie M. Collins, Jordan M. Malof:
Application of Compositional Neural Networks for Robust Classification of Infrared Imagery. IGARSS 2021: 2799-2802 - [c4]Qian Yang, Jianyi Zhang, Weituo Hao, Gregory P. Spell, Lawrence Carin:
FLOP: Federated Learning on Medical Datasets using Partial Networks. KDD 2021: 3845-3853 - [i4]Qian Yang, Jianyi Zhang, Weituo Hao, Gregory Spell, Lawrence Carin:
FLOP: Federated Learning on Medical Datasets using Partial Networks. CoRR abs/2102.05218 (2021) - 2020
- [c3]Gregory Spell, Brian Guay, Sunshine Hillygus, Lawrence Carin:
An Embedding Model for Estimating Legislative Preferences from the Frequency and Sentiment of Tweets. EMNLP (1) 2020: 627-641 - [i3]John B. Sigman, Gregory P. Spell, Kevin J. Liang, Lawrence Carin:
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images. CoRR abs/2010.01202 (2020)
2010 – 2019
- 2019
- [i2]Kevin J. Liang
, John B. Sigman, Gregory P. Spell, Dan Strellis, William Chang, Felix Liu, Tejas Mehta, Lawrence Carin:
Toward Automatic Threat Recognition for Airport X-ray Baggage Screening with Deep Convolutional Object Detection. CoRR abs/1912.06329 (2019) - 2017
- [c2]Andrew Stevens, Yunchen Pu, Yannan Sun, Gregory Spell, Lawrence Carin:
Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis. AISTATS 2017: 121-129 - 2016
- [i1]Andrew Stevens, Yunchen Pu, Yannan Sun, Gregory Spell, Lawrence Carin:
Deep Overcomplete Tensor Rank-Decompositions. CoRR abs/1612.02842 (2016) - 2015
- [c1]Gregory Spell, Douglas Cochran:
Algorithms for tracking with a foveal sensor. ACSSC 2015: 1563-1565
Coauthor Index
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