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20172023
most citedInversion using a new low-dimensional representation of complex binary geological media based on a deep neural network

271 citations · 353 across the 8 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.LG2020

Open Set Domain Adaptation using Optimal Transport

Marwa Kechaou, Romain Hérault, Mokhtar Z. Alaya +1

We present a 2-step optimal transport approach that performs a mapping from a source distribution to a target distribution. Here, the target has the particularity to present new cl…

eess.IV2020★ 10 cited

Pixel-wise Conditioned Generative Adversarial Networks for Image Synthesis and Completion

Cyprien Ruffino, Romain Hérault, Eric Laloy +1

Generative Adversarial Networks (GANs) have proven successful for unsupervised image generation. Several works have extended GANs to image inpainting by conditioning the generation…