Jérémy E. Cohen

Valentin Leplat

CoRR, 2024

Orthogonal Matching Pursuit-Based Algorithms for the Birkhoff-Von Neumann Decomposition.

[BibT_eX]

[DOI]

Damien Lesens

Bora Uçar

Proceedings of the 32nd European Signal Processing Conference, 2024

Deep Unrolling of the Multiplicative Updates Algorithm for Blind Source Separation, with Application to Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Christophe Kervazo

Abdelkhalak Chetoui

Proceedings of the 32nd European Signal Processing Conference, 2024

Joint Reconstruction and Spectral Unmixing from Single-Pixel Acquisitions.

[BibT_eX]

[DOI]

Séréna Hariga

Nicolas Ducros

Proceedings of the 32nd European Signal Processing Conference, 2024

Constrained Tensor Decomposition Reveals Lever Arms Synergies in the Musculoskeletal System.

[BibT_eX]

[DOI]

Joris Claude

Raphaël Dumas

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm.

[BibT_eX]

[DOI]

Trans. Int. Soc. Music. Inf. Retr., January, 2023

A fast Multiplicative Updates algorithm for Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Mai-Quyen Pham

Thierry Chonavel

CoRR, 2023

Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

2022

An AO-ADMM Approach to Constraining PARAFAC2 on All Modes.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., September, 2022

Matrix-wise ℓ <sub>0</sub>-constrained sparse nonnegative least squares.

[BibT_eX]

[DOI]

Mach. Learn., 2022

Dictionary-Based Low-Rank Approximations and the Mixed Sparse Coding Problem.

[BibT_eX]

[DOI]

Frontiers Appl. Math. Stat., 2022

Polytopic Analysis of Music.

[BibT_eX]

[DOI]

CoRR, 2022

Semi-Supervised Convolutive NMF for Automatic Music Transcription.

[BibT_eX]

[DOI]

Haoran Wu

CoRR, 2022

Barwise Compression Schemes for Audio-Based Music Structure Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Accelerating block coordinate descent for nonnegative tensor factorization.

[BibT_eX]

[DOI]

Andersen Man Shun Ang

Le Thi Khanh Hien

Numer. Linear Algebra Appl., 2021

A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings.

[BibT_eX]

[DOI]

Carla Schenker

Evrim Acar

IEEE J. Sel. Top. Signal Process., 2021

Exploring single-song autoencoding schemes for audio-based music structure analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of audio signals.

[BibT_eX]

[DOI]

CoRR, 2021

An AO-ADMM approach to constraining PARAFAC2 on all modes.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-Channel Automatic Music Transcription Using Tensor Algebra.

[BibT_eX]

[DOI]

Nancy Bertin

CoRR, 2021

PARAFAC2 AO-ADMM: Constraints in all modes.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Exact Biobjective k-Sparse Nonnegative Least Squares.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Continuous dictionaries meet low-rank tensor approximations.

[BibT_eX]

[DOI]

CoRR, 2020

Sparse Separable Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation.

[BibT_eX]

[DOI]

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Exact Sparse Nonnegative Least Squares.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition.

[BibT_eX]

[DOI]

Andersen Man Shun Ang

Le Thi Khanh Hien

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization.

[BibT_eX]

[DOI]

Carla Schenker

Evrim Acar

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Identifiability of Complete Dictionary Learning.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2019

Hyperspectral Image Denoising using Dictionary Learning.

[BibT_eX]

[DOI]

Cássio Fraga Dantas

Rémi Gribonval

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Nonnegative Low-rank Sparse Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

Cássio Fraga Dantas

Rémi Gribonval

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Dictionary-Based Tensor Canonical Polyadic Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Spectral Unmixing With Multiple Dictionaries.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Identifiability of Low-Rank Sparse Component Analysis.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions.

[BibT_eX]

[DOI]

Cássio Fraga Dantas

Rémi Gribonval

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Curve Registered Coupled Low Rank Factorization.

[BibT_eX]

[DOI]

Bertrand Rivet

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Nonnegative PARAFAC2: A Flexible Coupling Approach.

[BibT_eX]

[DOI]

Rasmus Bro

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

Very low bitrate spatial audio coding with dimensionality reduction.

[BibT_eX]

[DOI]

Christian Rohlfing

Antoine Liutkus

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Some Theory on Non-negative Tucker Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

A new approach to dictionary-based nonnegative matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Environmental multiway data mining. (Fouille de données tensorielles environnementales).

[BibT_eX]

[DOI]

PhD thesis, 2016

Exploring Multimodal Data Fusion Through Joint Decompositions with Flexible Couplings.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Nonnegative Tensor CP Decomposition of Hyperspectral Data.

[BibT_eX]

[DOI]

Jocelyn Chanussot

IEEE Trans. Geosci. Remote. Sens., 2016

Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Modeling time warping in tensor decomposition.

[BibT_eX]

[DOI]

Bertrand Rivet

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Canonical polyadic decomposition of hyperspectral patch tensors.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Joint tensor compression for coupled canonical polyadic decompositions.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Fast Decomposition of Large Nonnegative Tensors.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

About Notations in Multiway Array Processing.

[BibT_eX]

[DOI]

CoRR, 2015

Performance estimation for tensor CP decomposition with structured factors.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Joint Decompositions with Flexible Couplings.

[BibT_eX]

[DOI]

Christian Jutten

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Multilinear spectral unmixing of hyperspectral multiangle images.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

On almost sure identifiability of non multilinear tensor decomposition.

[BibT_eX]

[DOI]