Vivien Seguy

Large-Scale Optimal Transport and Mapping Estimation

Vivien Seguy, Bharath Bhushan Damodaran, Rémi Flamary et al. · arXiv (Cornell University) · 2017 · 79 citations · Full text

Engineering, Machine Learning, Location Estimation +19

Fast flow-based algorithm for creating density-equalizing map projections

Michael T. Gastner, Vivien Seguy, Pratyush More · Proceedings of the National Academy of Sciences · 2018 · 64 citations · Full text

Geodesic PCA versus Log-PCA of Histograms in the Wasserstein Space

Elsa Cazelles, Vivien Seguy, Jérémie Bigot et al. · SIAM Journal on Scientific Computing · 2018 · 52 citations

Engineering, Machine Learning, Geometry +19

Smooth and Sparse Optimal Transport

Mathieu Blondel, Vivien Seguy, Antoine Rolet · International Conference on Artificial Intelligence and Statistics · 2018 · 48 citations

Mathematical Programming, Engineering, Machine Learning +19

An Entropic Optimal Transport loss for learning deep neural networks under label noise in remote sensing images

Bharath Bhushan Damodaran, Rémi Flamary, Vivien Seguy et al. · Computer Vision and Image Understanding · 2019 · 42 citations · Full text

Remote Sensing Images, Convolutional Neural Network, Deep Neural Networks +10