| 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 | 1147 | 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 | 69 | 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 | 54 | 2022 |
| 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 | 25 | 2022 |
| 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 | 20 | 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 | 20 | 2015 |
| 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 | 19 | 2018 |
| Generalist multimodal ai: A review of architectures, challenges and opportunities S Munikoti, I Stewart, S Horawalavithana, H Kvinge, T Emerson, ... arXiv preprint arXiv:2406.05496, 2024 | 14 | 2024 |
| Parameters, properties, and process: Conditional neural generation of realistic sem imagery toward ml-assisted advanced manufacturing S Howland, L Kassab, K Kappagantula, H Kvinge, T Emerson Integrating Materials and Manufacturing Innovation 12 (1), 1-10, 2023 | 12 | 2023 |
| 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 | 12 | 2023 |
| 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 | 12 | 2015 |
| Icml 2023 topological deep learning challenge: Design and results M Papillon, M Hajij, A Myers, H Jenne, J Mathe, T Papamarkou, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023 | 11 | 2023 |
| 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 |
| TopFusion: Using topological feature space for fusion and imputation in multi-modal data A Myers, H Kvinge, T Emerson Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 9 | 2023 |
| 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 | 9 | 2019 |
| 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 | 7 | 2020 |
| Rotational equivariance for object classification using xview L Bynum, T Doster, TH Emerson, H Kvinze IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 7 | 2020 |
| 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 | 6 | 2021 |
| 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 |
| Icml topological deep learning challenge 2024: Beyond the graph domain G Bernárdez, L Telyatnikov, M Montagna, F Baccini, M Papillon, ... arXiv preprint arXiv:2409.05211, 2024 | 5 | 2024 |
