Persistence images: A stable vector representation of persistent homology H Adams, T Emerson, M Kirby, R Neville, C Peterson, P Shipman, ...
Journal of Machine Learning Research 18 (8), 1-35, 2017
783 2017 Topological data analysis of task-based fMRI data from experiments on schizophrenia BJ Stolz, T Emerson, S Nahkuri, MA Porter, HA Harrington
Journal of Physics: Complexity 2 (3), 035006, 2021
39 2021 On the symmetries of deep learning models and their internal representations C Godfrey, D Brown, T Emerson, H Kvinge
Advances in Neural Information Processing Systems 35, 11893-11905, 2022
22 2022 Transport-based model for turbulence-corrupted imagery JM Nichols, TH Emerson, L Cattell, S Park, A Kanaev, F Bucholtz, ...
Applied optics 57 (16), 4524-4536, 2018
17 2018 Motion segmentation via generalized curvatures RT Arn, P Narayana, T Emerson, BA Draper, M Kirby, C Peterson
IEEE transactions on pattern analysis and machine intelligence 41 (12), 2919 …, 2018
16 2018 Persistence images: An alternative persistent homology representation S Chepushtanova, T Emerson, E Hanson, M Kirby, F Motta, R Neville, ...
arXiv preprint arXiv:1507.06217 7, 2015
14 2015 Fourier-ring descriptor to characterize rare circulating cells from images generated using immunofluorescence microscopy T Emerson, M Kirby, K Bethel, A Kolatkar, M Luttgen, S O’Hara, P Newton, ...
Computerized Medical Imaging and Graphics 40, 70-87, 2015
13 2015 Exploring 2d shape complexity E Chambers, T Emerson, C Grimm, K Leonard
Research in Shape Analysis: WiSH2, Sirince, Turkey, June 2016, 61-83, 2018
11 2018 A transport model for broadening of a linearly polarized, coherent beam due to inhomogeneities in a turbulent atmosphere JM Nichols, TH Emerson, GK Rohde
Journal of Modern Optics 66 (8), 835-849, 2019
8 2019 Do neural networks trained with topological features learn different internal representations? S McGuire, S Jackson, T Emerson, H Kvinge
NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 122-136, 2023
6 2023 Generative and encoded anomaly detectors TH Emerson, JA Edelberg, T Doster, N Merrill, CC Olson
2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2019
6 2019 Path orthogonal matching pursuit for sparse reconstruction and denoising of SWIR maritime imagery T Doster, T Emerson, C Olson
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
6 2018 In what ways are deep neural networks invariant and how should we measure this? H Kvinge, T Emerson, G Jorgenson, S Vasquez, T Doster, J Lew
Advances in Neural Information Processing Systems 35, 32816-32829, 2022
5 2022 Argumentative topology: Finding loop (holes) in logic S Tymochko, Z New, L Bynum, E Purvine, T Doster, J Chaput, T Emerson
arXiv preprint arXiv:2011.08952, 2020
5 2020 Path-Based Dictionary Augmentation: A Framework for Improving -Sparse Image Processing TH Emerson, CC Olson, T Doster
IEEE Transactions on Image Processing 29, 1259-1270, 2019
5 2019 Prediction and optimal scheduling of advertisements in linear television MJ Panaggio, PW Fok, GS Bhatt, S Burhoe, M Capps, CJ Edholm, ...
arXiv preprint arXiv:1608.07305, 2016
4 2016 Icml 2023 topological deep learning challenge: Design and results M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ...
Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023
3 2023 Con connections: Detecting fraud from abstracts using topological data analysis S Tymochko, J Chaput, T Doster, E Purvine, J Warley, T Emerson
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
3 2021 Fitting local, low-dimensional parameterizations of optical turbulence modeled from optimal transport velocity vectors TH Emerson, JM Nichols
Pattern Recognition Letters 133, 123-128, 2020
3 2020 Path-based background model augmentation for hyperspectral anomaly detection TH Emerson, T Doster, CC Olson
2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2018
3 2018