Learning dictionaries as a sum of Kronecker products CF Dantas, MN Da Costa, R da Rocha Lopes
IEEE Signal Processing Letters 24 (5), 559-563, 2017
31 2017 Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising CF Dantas, JE Cohen, R Gribonval
EUSIPCO 2019 - 27th European Signal Processing Conference, 2019
12 2019 Learning fast dictionaries for sparse representations using low-rank tensor decompositions CF Dantas, JE Cohen, R Gribonval
Latent Variable Analysis and Signal Separation: 14th International …, 2018
12 2018 On enhancing the pilot-aided sampling clock offset estimation of mobile OFDM systems CF Dantas, D Castro, CM Panazio
Journal of Communication and Information Systems 31 (1), 2016
11 2016 Benchopt: Reproducible, efficient and collaborative optimization benchmarks T Moreau, M Massias, A Gramfort, P Ablin, PABB Charlier, M Dagréou, ...
Advances in Neural Information Processing Systems (NeurIPS), 2022
10 2022 Safe screening for sparse regression with the Kullback-Leibler divergence CF Dantas, E Soubies, C Févotte
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
9 2021 Expanding boundaries of Gap Safe screening CF Dantas, E Soubies, C Févotte
Journal of Machine Learning Research 22 (236), 1-57, 2021
9 2021 Hyperspectral Image Denoising using Dictionary Learning CF Dantas, JE Cohen, R Gribonval
WHISPERS 2019 - 10th Workshop on Hyperspectral Image and Signal Processing …, 2019
6 2019 Dynamic screening with approximate dictionaries CF Dantas, R Gribonval
XXVIème colloque GRETSI, 2017
6 2017 Faster and still safe: combining screening techniques and structured dictionaries to accelerate the Lasso CF Dantas, R Gribonval
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
5 2018 Stable Safe Screening and Structured Dictionaries for Faster CF Dantas, R Gribonval
IEEE Transactions on Signal Processing 67 (14), 3756-3769, 2019
3 2019 Improvement on sampling clock offset estimation for mobile OFDM systems CF Dantas, DAL Castro, CM Panazio
XXXIII Brazilian Telecommunications Symposium (SBrT), 557-561, 2015
3 2015 Towards Explainable Land Cover Mapping: a Counterfactual-based strategy CF Dantas, D Marcos, D Ienco
ICLR Workshop: Machine Learning for Remote Sensing, 2023
1 * 2023 Accelerating sparse inverse problems using structured approximations CF Dantas
Inria Rennes-Bretagne Atlantique; Université Rennes 1, 2019
1 2019 Stable screening-Python code CF Dantas, R Gribonval
1 2019 Metodologia de Mensuração do Comprometimento Ambiental das Empresas Juniores CF Dantas, G Daré, LHTP de Toledo, VC Scarpa
Revista Ciências do Ambiente On-Line 9 (1), 2013
1 2013 Artificial Intelligence Algorithms for Rapeseed Fields Mapping using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints S Maleki, N Baghdadi, CF Dantas, S Najem, H Bazzi, NP Reluy, D Ienco, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
2023 Counterfactual Explanations for Remote Sensing Time Series Data: An Application to Land Cover Classification CF Dantas, TF Drumond, D Marcos, D Ienco
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
2023 PDiscoNet: Semantically consistent part discovery for fine-grained recognition R van der Klis, S Alaniz, M Mancini, CF Dantas, D Ienco, Z Akata, ...
arXiv preprint arXiv:2309.03173, 2023
2023 Masking Strategies for Background Bias Removal in Computer Vision Models A Aniraj, CF Dantas, D Ienco, D Marcos
ICCV Workshop: Out of Distribution Generalization in Computer Vision, 2023
2023 
Rémi GribonvalInria & ENS de LyonAdresse e-mail validée de ens-lyon.fr
