Bayesian pursuit algorithms. - Cédric Herzet; Angélique Dremeau (EUSIPCO, 2010)

An EM-algorithm approach for the design of orthonormal bases adapted to sparse representations. - Angélique Dremeau; Cédric Herzet (ICASSP, 2010)

Sparse optimization with directional DCT bases for image compression. - Angélique Dremeau; Cédric Herzet; Christine Guillemot; Jean-Jacques Fuchs (ICASSP, 2010)

Sparse representation algorithms based on mean-field approximations. - Cédric Herzet; Angélique Dremeau (ICASSP, 2010)

Spatial intra-prediction based on mixtures of sparse representations. - Angélique Dremeau; Mehmet Türkan; Cédric Herzet; Christine Guillemot; Jean-Jacques Fuchs (MMSP, 2010)

Anisotropic multiscale sparse learned bases for image compression. - Angélique Drémeau; Cédric Herzet; Christine Guillemot; Jean-Jacques Fuchs (Visual Information Processing and Communication, 2010)

Décompositions parcimonieuses : approches Bayésiennes et application à la compression d'image. (Sparse decompositions: Bayesian approaches and application to image compression). - Angélique Drémeau (2010)

Auditory Sketches: Sparse Representations of Sounds Based on Perceptual Models. - Clara Suied; Angélique Dremeau; Daniel Pressnitzer; Laurent Daudet (CMMR, 2012)

Structured Bayesian Orthogonal Matching Pursuit. - Angélique Dremeau; Cédric Herzet; Laurent Daudet (ICASSP, 2012)

An advanced virtual dance performance evaluator. - Slim Essid; Dimitrios S. Alexiadis; Robin Tournemenne; Marc Gowing; Philip Kelly; David S. Monaghan; Petros Daras; Angélique Dremeau; Noel E. O'Connor (ICASSP, 2012)

Analysis of dance movements using gaussian processes: extended abstract. - Antoine Liutkus; Angélique Dremeau; Dimitrios S. Alexiadis; Slim Essid; Petros Daras (ACM Multimedia, 2012)

Boltzmann Machine and Mean-Field Approximation for Structured Sparse Decompositions. - Angélique Dremeau; Cédric Herzet; Laurent Daudet (IEEE Trans. Signal Process., 2012)

Variational Bayesian EM algorithm for modeling mixtures of non-stationary signals in the time-frequency domain (HR-NMF). - Roland Badeau; Angélique Dremeau (ICASSP, 2013)

Probabilistic dance performance alignment by fusion of multimodal features. - Angélique Dremeau; Slim Essid (ICASSP, 2013)

A probabilistic line spectrum model for musical instrument sounds and its application to piano tuning estimation. - François Rigaud; Angélique Dremeau; Bertrand David 002; Laurent Daudet (WASPAA, 2013)

Sparse representations in nested non-linear models. - Angélique Dremeau; Patrick Héas; Cédric Herzet (ICASSP, 2014)

Statistical inference with probabilistic graphical models. - Angélique Dremeau; Christophe Schülke; Yingying Xu; Devavrat Shah (CoRR, 2014)

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). - Laurent Jacques; Christophe De Vleeschouwer; Yannick Boursier; Prasad Sudhakar; C. De Mol; Aleksandra Pizurica; Sandrine Anthoine; Pierre Vandergheynst; Pascal Frossard; Cagdas Bilen; Srdan Kitic; Nancy Bertin; et al. (CoRR, 2014)

Phase recovery from a Bayesian point of view: The variational approach. - Angélique Dremeau; Florent Krzakala (ICASSP, 2015)

Estimation of Super-Resolved Video Dynamics. - Patrick Héas; Angélique Drémeau; Cédric Herzet (CoRR, 2015)

Approximate Message Passing with Restricted Boltzmann Machine Priors. - Eric W. Tramel; Angélique Drémeau; Florent Krzakala (CoRR, 2015)

Random projections through multiple optical scattering: Approximating Kernels at the speed of light. - Alaa Saade; Francesco Caltagirone; Igor Carron; Laurent Daudet; Angélique Dremeau; Sylvain Gigan; Florent Krzakala (ICASSP, 2016)

DOA estimation in structured phase-noisy environments: technical report. - Angélique Drémeau; Cédric Herzet (CoRR, 2016)

An Efficient Algorithm for Video Superresolution Based on a Sequential Model. - Patrick Héas; Angélique Drémeau; Cédric Herzet (SIAM J. Imaging Sci., 2016)

Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay. - Cédric Herzet; Angélique Dremeau; Charles Soussen (IEEE Trans. Inf. Theory, 2016)

Sub-antenna sparse processing for coherence loss in underwater source localization. - Riwal Lefort; Angélique Dremeau (EUSIPCO, 2017)

Phase retrieval with a multivariate Von Mises prior: From a Bayesian formulation to a lifting solution. - Angélique Dremeau; Antoine Deleforge (ICASSP, 2017)

DOA estimation in structured phase-noisy environments. - Angélique Dremeau; Cédric Herzet (ICASSP, 2017)

An Approximate Message Passing Approach for DOA Estimation in Phase Noisy Environments. - Guillaume Beaumont; Ronan Fablet; Angélique Drémeau (LVA/ICA, 2018)

Joint Screening Tests for Lasso. - Cédric Herzet; Angélique Drémeau (ICASSP, 2018)

Region-Based Relaxations To Accelerate Greedy Approaches. - Clément Dorffer; Cédric Herzet; Angélique Drémeau (EUSIPCO, 2019)

Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests. - Cédric Herzet; Clément Dorffer; Angélique Dremeau (IEEE Trans. Signal Process., 2019)

Dispersive Grid-free Orthogonal Matching Pursuit for Modal Estimation in Ocean Acoustics. - Thomas Paviet-Salomon; Clément Dorffer; Julien Bonnel; Barbara Nicolas; Thierry Chonavel; Angélique Drémeau (ICASSP, 2020)

Learning sparse structures for physics-inspired compressed sensing. - Clément Dorffer; Thomas Paviet-Salomon; Gilles Le Chenadec; Angélique Drémeau (CoRR, 2020)

Modal estimation in underwater acoustics by data-driven structured sparse decompositions. - Clément Dorffer; Thomas Paviet-Salomon; Gilles Le Chenadec; Angélique Drémeau (EUSIPCO, 2021)

Towards Improved Sonar Performance Using Environment-Informed Sparse Sub-Array Processing. - Alexandre L'Her; Angélique Drémeau; Florent Le Courtois; Gaultier Real; Xavier Cristol; Yann Stéphan (ICASSP, 2023)

Impact of Sampling Strategies on the Monitoring of Climate Regime Shifts with a Learning Data Assimilation Method. - Perrine Bauchot; Angélique Drémeau; Florian Sévellec; Ronan Fablet (ICASSP, 2024)