Publications

Cyprien Ruffino, Rachel Blin, Samia Ainouz, Romain Hérault, Gilles Gasso, Fabrice Mériaudeau, Stéphane Canu (2022). Physically-admissible polarimetric data augmentation for road-scene analysis. CVIU.

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Cyprien Ruffino (2021). PhD Thesis: Auxiliary Tasks for the Conditioning of Generative Adversarial Networks. Computers and Geosciences.

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Cyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso (2020). Pixel-wise Conditioned Generative Adversarial Networks for Image Synthesis and Completion. NeuCom.

Eric Laloy, Niklas Linde, Cyprien Ruffino, Romain Hérault, Gilles Gasso, Diederik Jacques (2019). Gradient-based deterministic inversion of geophysical data with generative adversarial networks: Is it feasible?. Computers and Geosciences.

Cyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso (2019). Pixel-wise Conditioning of Generative Adversarial Networks. In ESANN.

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Cyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso (2018). Dilated Spatial Generative Adversarial Networks for Ergodic Image Generation. In CAP.

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Yann Soullard, Cyprien Ruffino, Thierry Paquet (2018). CTCModel: Connectionist Temporal Classification in Keras. arXiv.