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Journal Articles
- 2023
[j4]Shiran Levy
, Eric Laloy, Niklas Linde:
Variational Bayesian inference with complex geostatistical priors using inverse autoregressive flows. Comput. Geosci. 171: 105263 (2023)- 2021
- [j3]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: 104762 (2021) - 2020
- [j2]Cyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso:
Pixel-wise conditioned generative adversarial networks for image synthesis and completion. Neurocomputing 416: 218-230 (2020) - 2019
- [j1]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)
Conference and Workshop Papers
- 2019
- [c1]Cyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso:
Pixel-wise Conditioning of Generative Adversarial Networks. ESANN 2019
Informal and Other Publications
- 2024
- [i6]Martin Spetlík, Jan Brezina, Eric Laloy:
Deep learning surrogate for predicting hydraulic conductivity tensors from stochastic discrete fracture-matrix models. CoRR abs/2401.04823 (2024) - 2021
- [i5]Robin Thibaut, Eric Laloy, Thomas Hermans:
A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area. CoRR abs/2105.05539 (2021) - 2020
- [i4]Cyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso:
Pixel-wise Conditioned Generative Adversarial Networks for Image Synthesis and Completion. CoRR abs/2002.01281 (2020) - 2019
- [i3]Cyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso:
Dilated Spatial Generative Adversarial Networks for Ergodic Image Generation. CoRR abs/1905.08613 (2019) - [i2]Cyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso:
Pixel-wise Conditioning of Generative Adversarial Networks. CoRR abs/1911.00689 (2019) - 2017
- [i1]Eric Laloy, Romain Hérault, Diederik Jacques, Niklas Linde:
Efficient training-image based geostatistical simulation and inversion using a spatial generative adversarial neural network. CoRR abs/1708.04975 (2017)
Coauthor Index
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