58 citations · 304 across the 27 of their papers we have counts for
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stat.ML2015★ 15 cited
Bayesian anti-sparse coding
Clément Elvira, Pierre Chainais, Nicolas Dobigeon
Sparse representations have proven their efficiency in solving a wide class of inverse problems encountered in signal and image processing. Conversely, enforcing the information to…
physics.flu-dyn2015★ 5 cited
A Bayesian fusion model for space-time reconstruction of finely resolved velocities in turbulent flows from low resolution measurements
Linh Van Nguyen, Jean-Philippe Laval, Pierre Chainais
The study of turbulent flows calls for measurements with high resolution both in space and in time. We propose a new approach to reconstruct High-Temporal-High-Spatial resolution v…