Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning MA Schmitz, M Heitz, N Bonneel, F Ngole, D Coeurjolly, M Cuturi, G Peyré, ... SIAM Journal on Imaging Sciences 11 (1), 643-678, 2018 | 142 | 2018 |
Ground metric learning on graphs M Heitz, N Bonneel, D Coeurjolly, M Cuturi, G Peyré Journal of Mathematical Imaging and Vision 63, 89-107, 2021 | 15 | 2021 |
Trajectory inference via mean-field Langevin in path space L Chizat, S Zhang, M Heitz, G Schiebinger arXiv preprint arXiv:2205.07146, 2022 | 5 | 2022 |
Optimal transport-based dictionary learning and its application to euclid-like point spread function representation MA Schmitz, M Heitz, N Bonneel, F Ngolè, D Coeurjolly, M Cuturi, G Peyré, ... Wavelets and Sparsity XVII 10394, 72-81, 2017 | 4 | 2017 |
Brassinosteroid gene regulatory networks at cellular resolution TM Nolan, N Vukašinović, CW Hsu, J Zhang, I Vanhoutte, R Shahan, ... bioRxiv, 2022.09. 16.508001, 2022 | 1 | 2022 |
The DNA-based global positioning system—a theoretical framework for large-scale spatial genomics L Greenstreet, A Afanassiev, Y Kijima, M Heitz, S Ishiguro, S King, ... bioRxiv, 2022.03. 22.485380, 2022 | 1 | 2022 |
Brassinosteroid gene regulatory networks at cellular resolution in the Arabidopsis root TM Nolan, N Vukašinović, CW Hsu, J Zhang, I Vanhoutte, R Shahan, ... Science 379 (6639), eadf4721, 2023 | | 2023 |
Eulerian methods for inverse problems using optimal transport M Heitz Université de Lyon, 2020 | | 2020 |
SUPPLEMENTARY MATERIALS: Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning MA Schmitz, M Heitz, N Bonneel, F Ngole, D Coeurjolly, M Cuturi, G Peyré, ... | | |
Wasserstein Dictionary Learning MA Schmitz, M Heitz, N Bonneel, F Ngolè, D Coeurjolly, M Cuturi, G Peyré, ... | | |