Angélique Dremeau

According to our database, Angélique Dremeau authored at least 37 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

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

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

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

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

Modal estimation in underwater acoustics by data-driven structured sparse decompositions.

Clément Dorffer, Thomas Paviet-Salomon, Gilles Le Chenadec, Angélique Drémeau

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Learning sparse structures for physics-inspired compressed sensing.

Clément Dorffer, Thomas Paviet-Salomon, Gilles Le Chenadec, Angélique Drémeau

CoRR, 2020

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests.

Cédric Herzet, Clément Dorffer, Angélique Dremeau

IEEE Trans. Signal Process., 2019

Region-Based Relaxations To Accelerate Greedy Approaches.

Clément Dorffer, Cédric Herzet, Angélique Drémeau

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Joint Screening Tests for Lasso.

Cédric Herzet, Angélique Drémeau

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

An Approximate Message Passing Approach for DOA Estimation in Phase Noisy Environments.

Guillaume Beaumont, Ronan Fablet, Angélique Drémeau

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

DOA estimation in structured phase-noisy environments.

Angélique Dremeau, Cédric Herzet

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Phase retrieval with a multivariate Von Mises prior: From a Bayesian formulation to a lifting solution.

Angélique Dremeau, Antoine Deleforge

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Sub-antenna sparse processing for coherence loss in underwater source localization.

Riwal Lefort, Angélique Dremeau

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay.

Cédric Herzet, Angélique Dremeau, Charles Soussen

IEEE Trans. Inf. Theory, 2016

An Efficient Algorithm for Video Superresolution Based on a Sequential Model.

Patrick Héas, Angélique Drémeau, Cédric Herzet

SIAM J. Imaging Sci., 2016

DOA estimation in structured phase-noisy environments: technical report.

Angélique Drémeau, Cédric Herzet

CoRR, 2016

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

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Approximate Message Passing with Restricted Boltzmann Machine Priors.

Eric W. Tramel, Angélique Drémeau, Florent Krzakala

CoRR, 2015

Estimation of Super-Resolved Video Dynamics.

Patrick Héas, Angélique Drémeau, Cédric Herzet

CoRR, 2015

Phase recovery from a Bayesian point of view: The variational approach.

Angélique Dremeau, Florent Krzakala

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

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, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic

CoRR, 2014

Statistical inference with probabilistic graphical models.

Angélique Dremeau, Christophe Schülke, Yingying Xu, Devavrat Shah

CoRR, 2014

Sparse representations in nested non-linear models.

Angélique Dremeau, Patrick Héas, Cédric Herzet

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

A probabilistic line spectrum model for musical instrument sounds and its application to piano tuning estimation.

François Rigaud, Angélique Dremeau, Bertrand David, Laurent Daudet

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Probabilistic dance performance alignment by fusion of multimodal features.

Angélique Dremeau, Slim Essid

Proceedings of the IEEE International Conference on Acoustics, 2013

Variational Bayesian EM algorithm for modeling mixtures of non-stationary signals in the time-frequency domain (HR-NMF).

Roland Badeau, Angélique Dremeau

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Boltzmann Machine and Mean-Field Approximation for Structured Sparse Decompositions.

Angélique Dremeau, Cédric Herzet, Laurent Daudet

IEEE Trans. Signal Process., 2012

Analysis of dance movements using gaussian processes: extended abstract.

Antoine Liutkus, Angélique Dremeau, Dimitrios S. Alexiadis, Slim Essid, Petros Daras

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 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

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Structured Bayesian Orthogonal Matching Pursuit.

Angélique Dremeau, Cédric Herzet, Laurent Daudet

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Auditory Sketches: Sparse Representations of Sounds Based on Perceptual Models.

Clara Suied, Angélique Dremeau, Daniel Pressnitzer, Laurent Daudet

Proceedings of the From Sounds to Music and Emotions - 9th International Symposium, 2012

2010

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

Angélique Drémeau

PhD thesis, 2010

Anisotropic multiscale sparse learned bases for image compression.

Angélique Drémeau, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs

Proceedings of the Visual Information Processing and Communication, 2010

Spatial intra-prediction based on mixtures of sparse representations.

Angélique Dremeau, Mehmet Türkan, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs

Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Sparse representation algorithms based on mean-field approximations.

Cédric Herzet, Angélique Dremeau

Proceedings of the IEEE International Conference on Acoustics, 2010

Sparse optimization with directional DCT bases for image compression.

Angélique Dremeau, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs

Proceedings of the IEEE International Conference on Acoustics, 2010

An EM-algorithm approach for the design of orthonormal bases adapted to sparse representations.

Angélique Dremeau, Cédric Herzet

Proceedings of the IEEE International Conference on Acoustics, 2010

Bayesian pursuit algorithms.

Cédric Herzet, Angélique Dremeau

Proceedings of the 18th European Signal Processing Conference, 2010