output
20062026
most citedA review: Deep learning for medical image segmentation using multi-modality fusion

677 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019 · stat.MLShow all

2 papers · 2 filters

stat.ML2019★ 18 cited

Learning with minibatch Wasserstein : asymptotic and gradient properties

Kilian Fatras, Younes Zine, Rémi Flamary +2

Optimal transport distances are powerful tools to compare probability distributions and have found many applications in machine learning. Yet their algorithmic complexity prevents…

stat.ML2019★ 21 cited

Screening Sinkhorn Algorithm for Regularized Optimal Transport

Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso +1

We introduce in this paper a novel strategy for efficiently approximating the Sinkhorn distance between two discrete measures. After identifying neglectable components of the dual…