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Eric Laloy
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 11
Top Topics
Train A Neural Network
Generative Model
Image Synthesis
Pixel Wise
Top Venues
CoRR
Comput. Geosci.
ESANN
Neurocomputing
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Publications
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Martin Spetlík
,
Jan Brezina
,
Eric Laloy
Deep learning surrogate for predicting hydraulic conductivity tensors from stochastic discrete fracture-matrix models.
CoRR
(2024)
Shiran Levy
,
Eric Laloy
,
Niklas Linde
Variational Bayesian inference with complex geostatistical priors using inverse autoregressive flows.
Comput. Geosci.
171 (2023)
Robin Thibaut
,
Eric Laloy
,
Thomas Hermans
A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area.
CoRR
(2021)
Jorge Lopez-Alvis
,
Eric Laloy
,
Frédéric Nguyen
,
Thomas Hermans
Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder.
Comput. Geosci.
152 (2021)
Cyprien Ruffino
,
Romain Hérault
,
Eric Laloy
,
Gilles Gasso
Pixel-wise Conditioned Generative Adversarial Networks for Image Synthesis and Completion.
CoRR
(2020)
Cyprien Ruffino
,
Romain Hérault
,
Eric Laloy
,
Gilles Gasso
Pixel-wise conditioned generative adversarial networks for image synthesis and completion.
Neurocomputing
416 (2020)
Cyprien Ruffino
,
Romain Hérault
,
Eric Laloy
,
Gilles Gasso
Pixel-wise Conditioning of Generative Adversarial Networks.
CoRR
(2019)
Cyprien Ruffino
,
Romain Hérault
,
Eric Laloy
,
Gilles Gasso
Dilated Spatial Generative Adversarial Networks for Ergodic Image Generation.
CoRR
(2019)
Eric Laloy
,
Niklas Linde
,
Cyprien Ruffino
,
Romain Hérault
,
Gilles Gasso
,
Diederik Jacques
Gradient-based deterministic inversion of geophysical data with generative adversarial networks: Is it feasible?
Comput. Geosci.
133 (2019)
Cyprien Ruffino
,
Romain Hérault
,
Eric Laloy
,
Gilles Gasso
Pixel-wise Conditioning of Generative Adversarial Networks.
ESANN
(2019)
Eric Laloy
,
Romain Hérault
,
Diederik Jacques
,
Niklas Linde
Efficient training-image based geostatistical simulation and inversion using a spatial generative adversarial neural network.
CoRR
(2017)