Maxime Berar

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 19

Top Topics

Dictionary Learning

Tensor Decomposition

Top Venues

Publications

Mohamad Dhaini, Maxime Berar, Paul Honeine, Antonin Van Exem
Contrastive Learning for Regression on Hyperspectral Data. CoRR (2024)
Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam
G2N2 : Weisfeiler and Lehman go grammatical. ICLR (2024)
Mohamad Dhaini, Maxime Berar, Paul Honeine, Antonin Van Exem
Contrastive Learning for Regression on Hyperspectral Data. ICASSP (2024)
Mokhtar Z. Alaya, Alain Rakotomamonjy, Maxime Berar, Gilles Gasso
Gaussian-Smoothed Sliced Probability Divergences. CoRR (2024)
Paul Peseux, Maxime Berar, Thierry Paquet, Victor Nicollet
Selective Path Automatic Differentiation: Beyond Uniform Distribution on Backpropagation Dropout. IEEE Access 11 (2023)
Mohamad Dhaini, Maxime Berar, Paul Honeine, Antonin Van Exem
Unsupervised domain adaptation for regression using dictionary learning. Knowl. Based Syst. 267 (2023)
Paul Peseux, Maxime Berar, Thierry Paquet, Victor Nicollet
Stochastic gradient descent with gradient estimator for categorical features. CoRR (2022)
Mohamad Dhaini, Maxime Berar, Paul Honeine, Antonin Van Exem
End-to-End Convolutional Autoencoder for Nonlinear Hyperspectral Unmixing. Remote. Sens. 14 (14) (2022)
Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso, M. El Alaya, Maxime Berar, Nicolas Courty
Optimal transport for conditional domain matching and label shift. Mach. Learn. 111 (5) (2022)
Alain Rakotomamonjy, Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso
Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences. CoRR (2021)
Mokhtar Z. Alaya, Gilles Gasso, Maxime Berar, Alain Rakotomamonjy
Distributional Sliced Embedding Discrepancy for Incomparable Distributions. CoRR (2021)
Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso, Mokhtar Z. Alaya, Maxime Berar, Nicolas Courty
Match and Reweight Strategy for Generalized Target Shift. CoRR (2020)
Abraham Traoré, Maxime Berar, Alain Rakotomamonjy
Online multimodal dictionary learning. Neurocomputing 368 (2019)
Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy
Screening Sinkhorn Algorithm for Regularized Optimal Transport. NeurIPS (2019)
Abraham Traoré, Maxime Berar, Alain Rakotomamonjy
Singleshot : a scalable Tucker tensor decomposition. NeurIPS (2019)
Abraham Traoré, Maxime Berar, Alain Rakotomamonjy
Non-Negative Tensor Dictionary Learning. ESANN (2018)
Alain Rakotomamonjy, Abraham Traoré, Maxime Berar, Rémi Flamary, Nicolas Courty
Wasserstein Distance Measure Machines. CoRR (2018)
Naouel Boughattas, Maxime Berar, Kamel Hamrouni, Su Ruan
Feature selection and classification using multiple kernel learning for brain tumor segmentation. ATSIP (2018)
Ikko Yamane, Florian Yger, Maxime Berar, Masashi Sugiyama
Multitask Principal Component Analysis. ACML (2016)
Naouel Boughattas, Maxime Berar, Kamel Hamrouni, Su Ruan
Brain tumor segmentation from multiple MRI sequences using multiple kernel learning. ICIP (2014)
Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy
Oblique principal subspace tracking on manifold. ICASSP (2012)
Maxime Berar, Françoise Tilotta, Joan Alexis Glaunès, Yves Rozenholc
Craniofacial reconstruction as a prediction problem using a Latent Root Regression model CoRR (2012)
Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy
Adaptive Canonical Correlation Analysis Based On Matrix Manifolds. ICML (2012)
Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy
A supervised strategy for deep kernel machine. ESANN (2011)
Maxime Berar, Michel Desvignes, Gérard Bailly, Yohan Payan
3D Semi-Landmarks Based Statistical Face Reconstruction. J. Comput. Inf. Technol. 14 (1) (2006)
Maxime Berar, Michel Desvignes, Gérard Bailly, Yohan Payan
Statistical 3D Cranio-Facial Models. CIT (2006)
Maxime Berar, Michel Desvignes, Gérard Bailly, Yohan Payan, Barbara Romaniuk
Missing Data Estimation Using Polynomial Kernels. ICAPR (1) (2005)
Maxime Berar, Michel Desvignes, Gérard Bailly, Yohan Payan
3D Meshes Registration: Application to Statistical Skull Model. ICIAR (2) (2004)
S. Aouda, Maxime Berar, Barbara Romaniuk, Michel Desvignes
Supervised and Unsupervised Statistical Models for cephalometry. ICCVG (2004)
Gérard Bailly, Maxime Berar, Frédéric Elisei, Matthias Odisio
Audiovisual Speech Synthesis. Int. J. Speech Technol. 6 (4) (2003)