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ORCIDTegan Emerson
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- affiliation: Pacific Northwest National Laboratory, USA
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2020 – today
- 2023
[i12]Scott Howland, Lara Kassab, Keerti Kappagantula, Henry Kvinge, Tegan Emerson:
Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Towards ML-assisted Advanced Manufacturing. CoRR abs/2302.08495 (2023)- 2022
- [i11]Elizabeth Coda, Nico Courts, Colby Wight, Loc Truong, Woongjo Choi, Charles Godfrey, Tegan Emerson, Keerti Kappagantula, Henry Kvinge:
Fiber Bundle Morphisms as a Framework for Modeling Many-to-Many Maps. CoRR abs/2203.08189 (2022) - [i10]Lara Kassab, Scott Howland, Henry Kvinge, Keerti Sahithi Kappagantula, Tegan Emerson:
TopTemp: Parsing Precipitate Structure from Temper Topology. CoRR abs/2204.00629 (2022) - [i9]Charles Godfrey, Davis Brown, Tegan Emerson, Henry Kvinge:
On the Symmetries of Deep Learning Models and their Internal Representations. CoRR abs/2205.14258 (2022) - [i8]Henry Kvinge, Tegan H. Emerson, Grayson Jorgenson, Scott Vasquez, Timothy Doster, Jesse D. Lew:
In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? CoRR abs/2210.03773 (2022) - [i7]Sarah McGuire, Shane Jackson, Tegan Emerson, Henry Kvinge:
Do Neural Networks Trained with Topological Features Learn Different Internal Representations? CoRR abs/2211.07697 (2022) - [i6]Henry Kvinge, Grayson Jorgenson, Davis Brown, Charles Godfrey, Tegan Emerson:
Neural frames: A Tool for Studying the Tangent Bundles Underlying Image Datasets and How Deep Learning Models Process Them. CoRR abs/2211.10558 (2022) - 2021
- [c8]Sarah Tymochko
, Julien Chaput, Timothy Doster, Emilie Purvine, Jackson Warley, Tegan Emerson:
Con Connections: Detecting Fraud from Abstracts using Topological Data Analysis. ICMLA 2021: 403-408 - [i5]Tegan Emerson, Sarah Tymochko, George Stantchev, Jason A. Edelberg, Michael Wilson, Colin C. Olson:
A Topological Approach for Motion Track Discrimination. CoRR abs/2102.05705 (2021) - [i4]Henry Kvinge, Colby Wight, Sarah Akers, Scott Howland, Woongjo Choi, Xiaolong Ma, Luke Gosink, Elizabeth Jurrus, Keerti Kappagantula, Tegan H. Emerson:
A Topological-Framework to Improve Analysis of Machine Learning Model Performance. CoRR abs/2107.04714 (2021) - [i3]Loc Truong, Woongjo Choi, Colby Wight, Lizzy Coda, Tegan Emerson, Keerti Kappagantula, Henry Kvinge:
Differential Property Prediction: A Machine Learning Approach to Experimental Design in Advanced Manufacturing. CoRR abs/2112.01687 (2021) - 2020
- [j5]Tegan H. Emerson, Jonathan M. Nichols:
Fitting local, low-dimensional parameterizations of optical turbulence modeled from optimal transport velocity vectors. Pattern Recognit. Lett. 133: 123-128 (2020) - [j4]Tegan H. Emerson, Colin C. Olson, Timothy Doster:
Path-Based Dictionary Augmentation: A Framework for Improving k-Sparse Image Processing. IEEE Trans. Image Process. 29: 1259-1270 (2020) - [c7]Lucius Bynum, Timothy Doster, Tegan H. Emerson, Henry Kvinge:
Rotational Equivariance for Object Classification Using xView. IGARSS 2020: 3684-3687 - [i2]Sarah Tymochko, Zachary New, Lucius Bynum, Emilie Purvine, Timothy Doster, Julien Chaput, Tegan Emerson:
Argumentative Topology: Finding Loop(holes) in Logic. CoRR abs/2011.08952 (2020)
2010 – 2019
- 2019
- [j3]Robert T. Arn, Pradyumna Narayana, Tegan Emerson, Bruce A. Draper, Michael Kirby, Chris Peterson:
Motion Segmentation via Generalized Curvatures. IEEE Trans. Pattern Anal. Mach. Intell. 41(12): 2919-2932 (2019) - [c6]Tegan H. Emerson, Colin C. Olson, Anthony Lutz:
Image Recovery in the Infrared Domain via Path-Augmented Compressive Sampling Matching Pursuit. CVPR Workshops 2019: 871-880 - [c5]Tegan H. Emerson, Jason A. Edelberg, Timothy Doster, Nicholas Merrill, Colin C. Olson:
Generative And Encoded Anomaly Detectors. WHISPERS 2019: 1-5 - 2018
- [c4]Timothy Doster, Tegan Emerson, Colin C. Olson:
Path Orthogonal Matching Pursuit for Sparse Reconstruction and Denoising of SWIR Maritime Imagery. CVPR Workshops 2018: 1161-1168 - [c3]Tegan H. Emerson, Timothy Doster, Colin C. Olson:
Path Orthogonal Matching Pursuit for k-Sparse Image Reconstruction. EUSIPCO 2018: 1955-1959 - [c2]Tegan H. Emerson, Timothy Doster, Colin C. Olson:
Path-Based Background Model Augmentation for Hyperspectral Anomaly Detection. WHISPERS 2018: 1-5 - 2017
- [j2]Henry Adams, Tegan Emerson, Michael Kirby, Rachel Neville, Chris Peterson, Patrick D. Shipman, Sofya Chepushtanova, Eric M. Hanson, Francis C. Motta, Lori Ziegelmeier:
Persistence Images: A Stable Vector Representation of Persistent Homology. J. Mach. Learn. Res. 18: 8:1-8:35 (2017) - 2016
- [c1]Tegan Emerson, Michael Kirby, Chris Peterson, Louis Scharf:
Reduced dimension estimators in matched subspace detection. WHISPERS 2016: 1-5 - 2015
- [j1]Tegan Emerson, Michael Kirby, Kelly Bethel, Anand Kolatkar, Madelyn Luttgen, Stephen O'Hara, Paul K. Newton, Peter Kuhn:
Fourier-ring descriptor to characterize rare circulating cells from images generated using immunofluorescence microscopy. Comput. Medical Imaging Graph. 40: 70-87 (2015) - [i1]Sofya Chepushtanova, Tegan Emerson, Eric M. Hanson, Michael Kirby, Francis C. Motta, Rachel Neville, Chris Peterson, Patrick D. Shipman, Lori Ziegelmeier:
Persistence Images: An Alternative Persistent Homology Representation. CoRR abs/1507.06217 (2015)
Coauthor Index
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last updated on 2023-02-21 22:56 CET by the dblp team
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