Rate-distortion results for Generalized Gaussian distributions. - Aurélia Fraysse; Béatrice Pesquet-Popescu; Jean-Christophe Pesquet (ICASSP, 2008)

On the uniform quantization of a class of sparse sources. - Aurélia Fraysse; Béatrice Pesquet-Popescu; Jean-Christophe Pesquet (IEEE Trans. Inf. Theory, 2009)

Floating Costa Scheme with fractal structure for information embedding. - Ali Komaty; Claude Delpha; Aurélia Fraysse (ICT, 2012)

A convex programming bit allocation method for sparse sources. - Mounir Kaaniche; Aurélia Fraysse; Béatrice Pesquet-Popescu; Jean-Christophe Pesquet (PCS, 2012)

A subspace-based variational Bayesian method. - Yuling Zheng; Aurélia Fraysse; Thomas Rodet (ICASSP, 2013)

Fast variational Bayesian approaches applied to large dimensional problems. - Yuling Zheng; Thomas Rodet; Aurélia Fraysse (ICIP, 2013)

Accurate rate-distortion approximation for sparse Bernoulli-Generalized Gaussian models. - Mounir Kaaniche; Aurélia Fraysse; Béatrice Pesquet-Popescu; Jean-Christophe Pesquet (ICASSP, 2014)

A Measure-Theoretic Variational Bayesian Algorithm for Large Dimensional Problems. - Aurélia Fraysse; Thomas Rodet (SIAM J. Imaging Sci., 2014)

A Bit Allocation Method for Sparse Source Coding. - Mounir Kaaniche; Aurélia Fraysse; Béatrice Pesquet-Popescu; Jean-Christophe Pesquet (IEEE Trans. Image Process., 2014)

Rate-Distortion Bounds for Wyner-Ziv Coding With Gaussian Scale Mixture Correlation Noise. - Francesca Bassi; Aurélia Fraysse; Elsa Dupraz; Michel Kieffer (IEEE Trans. Inf. Theory, 2014)

Wavelet based unsupervised variational Bayesian image reconstruction approach. - Yuling Zheng; Aurélia Fraysse; Thomas Rodet (EUSIPCO, 2015)

Efficient Variational Bayesian Approximation Method Based on Subspace Optimization. - Yuling Zheng; Aurélia Fraysse; Thomas Rodet (IEEE Trans. Image Process., 2015)

Restoration from multispectral blurred data with non-stationary instrument response. - M. Amine Hadj-Youcef; François Orieux; Aurélia Fraysse; Alain Abergel (EUSIPCO, 2017)

Sparse reconstruction algorithms for nonlinear microwave imaging. - Hidayet Zaimaga; Aurélia Fraysse; Marc Lambert (EUSIPCO, 2017)

Sparse Time-Frequency Representation of Gravitational-Wave signals in Unions of Wilson Bases. - Quentin Bammey; Philippe Bacon; Éric Chassande-Mottin; Aurélia Fraysse; Stéphane Jaffard (EUSIPCO, 2018)

Structured sparsity regularization for gravitational- wave polarization reconstruction. - Fangchen Feng; Éric Chassande-Mottin; Philippe Bacon; Aurélia Fraysse (EUSIPCO, 2018)

Spatio-Spectral Multichannel Reconstruction from few Low-Resolution Multispectral Data. - M. Amine Hadj-Youcef; François Orieux; Aurélia Fraysse; Alain Abergel (EUSIPCO, 2018)

Efficient unsupervised variational Bayesian image reconstruction using a sparse gradient prior. - Yuling Zheng; Aurélia Fraysse; Thomas Rodet (Neurocomputing, 2019)

A Small-Scale Network for Seismic Patterns Classification. - Monacér da Silva; Jean Charléty; Aurélia Fraysse; Jean-Christophe Pesquet (EUSIPCO, 2020)

Fast Joint Multiband Reconstruction From Wideband Images Based on Low-Rank Approximation. - M. Amine Hadj-Youcef; François Orieux; Alain Abergel; Aurélia Fraysse (IEEE Trans. Computational Imaging, 2020)