| Forecasting sequential data using consistent Koopman autoencoders O Azencot, NB Erichson, V Lin, M Mahoney International Conference on Machine Learning, 475-485, 2020 | 246 | 2020 |
| Map-based exploration of intrinsic shape differences and variability RM Rustamov, M Ovsjanikov, O Azencot, M Ben-Chen, F Chazal, ... ACM Transactions on Graphics (TOG) 32 (4), 1-12, 2013 | 175 | 2013 |
| Lipschitz recurrent neural networks NB Erichson, O Azencot, A Queiruga, L Hodgkinson, MW Mahoney arXiv preprint arXiv:2006.12070, 2020 | 166 | 2020 |
| An operator approach to tangent vector field processing O Azencot, M Ben‐Chen, F Chazal, M Ovsjanikov Computer Graphics Forum 32 (5), 73-82, 2013 | 72 | 2013 |
| Consistent dynamic mode decomposition O Azencot, W Yin, A Bertozzi SIAM Journal on Applied Dynamical Systems 18 (3), 1565-1585, 2019 | 67 | 2019 |
| Discrete derivatives of vector fields on surfaces--an operator approach O Azencot, M Ovsjanikov, F Chazal, M Ben-Chen ACM Transactions on Graphics (TOG) 34 (3), 1-13, 2015 | 52 | 2015 |
| Elastic Correspondence between Triangle Meshes D Ezuz, B Heeren, O Azencot, M Rumpf, M Ben‐Chen Computer Graphics Forum 38 (2), 121-134, 2019 | 50 | 2019 |
| Functional fluids on surfaces O Azencot, S Weißmann, M Ovsjanikov, M Wardetzky, M Ben‐Chen Computer Graphics Forum 33 (5), 237-246, 2014 | 48 | 2014 |
| Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs I Naiman, NB Erichson, P Ren, MW Mahoney, O Azencot arXiv preprint arXiv:2310.02619, 2023 | 45 | 2023 |
| Utilizing image transforms and diffusion models for generative modeling of short and long time series I Naiman, N Berman, I Pemper, I Arbiv, G Fadlon, O Azencot Advances in Neural Information Processing Systems 37, 121699-121730, 2024 | 39 | 2024 |
| Multifactor Sequential Disentanglement via Structured Koopman Autoencoders N Berman, I Naiman, O Azencot arXiv preprint arXiv:2303.17264, 2023 | 38 | 2023 |
| Consistent functional cross field design for mesh quadrangulation O Azencot, E Corman, M Ben-Chen, M Ovsjanikov ACM Transactions on Graphics (TOG) 36 (4), 1-13, 2017 | 36 | 2017 |
| Functional thin films on surfaces O Azencot, O Vantzos, M Wardetzky, M Rumpf, M Ben-Chen Proceedings of the 14th ACM SIGGRAPH/Eurographics Symposium on Computer …, 2015 | 35 | 2015 |
| An operator theoretic approach for analyzing sequence neural networks I Naiman, O Azencot Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 2023 | 24* | 2023 |
| An Elastic Basis for Spectral Shape Correspondence F Hartwig, J Sassen, O Azencot, M Rumpf, M Ben-Chen ACM SIGGRAPH 2023 Conference Proceedings, 1-11, 2023 | 19 | 2023 |
| Data representations’ study of latent image manifolds I Kaufman, O Azencot International Conference on Machine Learning, 15928-15945, 2023 | 17 | 2023 |
| Modes of homogeneous gradient flows I Cohen, O Azencot, P Lifshits, G Gilboa SIAM Journal on Imaging Sciences 14 (3), 913-945, 2021 | 17* | 2021 |
| Sample and predict your latent: modality-free sequential disentanglement via contrastive estimation I Naiman, N Berman, O Azencot International Conference on Machine Learning, 25694-25717, 2023 | 16 | 2023 |
| Advection‐Based Function Matching on Surfaces O Azencot, O Vantzos, M Ben‐Chen Computer Graphics Forum 35 (5), 55-64, 2016 | 16 | 2016 |
| Automated Analysis of Stereotypical Movements in Videos of Children With Autism Spectrum Disorder T Barami, L Manelis-Baram, H Kaiser, M Ilan, A Slobodkin, O Hadashi, ... JAMA Network Open 7 (9), e2432851-e2432851, 2024 | 13 | 2024 |
Mirela Ben-ChenProfessor, Technion - Israel Institute of TechnologyVerified email at cs.technion.ac.il
