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
34 2017 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
31 2022 Expanding boundaries of Gap Safe screening CF Dantas, E Soubies, C Févotte
Journal of Machine Learning Research 22 (236), 1-57, 2021
15 2021 Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising CF Dantas, JE Cohen, R Gribonval
EUSIPCO 2019 - 27th European Signal Processing Conference, 2019
14 2019 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
13 2021 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
12 2016 Stable Safe Screening and Structured Dictionaries for Faster CF Dantas, R Gribonval
Ieee transactions on signal processing 67 (14), 3756-3769, 2019
7 2019 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 PDiscoNet: Semantically consistent part discovery for fine-grained recognition R van der Klis, S Alaniz, M Mancini, CF Dantas, D Ienco, Z Akata, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
5 2023 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 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
4 2023 Improvement on sampling clock offset estimation for mobile OFDM systems CF Dantas, DAL Castro, CM Panazio
XXXIII Brazilian Telecommunications Symposium (SBrT), 557-561, 2015
4 2015 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
3 2023 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
2 2023 Towards Explainable Land Cover Mapping: a Counterfactual-based strategy CF Dantas, D Marcos, D Ienco
ICLR Workshop: Machine Learning for Remote Sensing, 2023
2 * 2023 Determining Effective Temporal Windows for Rapeseed Detection Using Sentinel-1 Time Series and Machine Learning Algorithms S Maleki, N Baghdadi, S Najem, CF Dantas, H Bazzi, D Ienco
Remote Sensing 16 (3), 549, 2024
1 2024 Sphere refinement in gap safe screening CF Dantas, E Soubies, C Févotte
Ieee signal processing letters 30, 608-612, 2023
1 2023 Accelerating non-negative and bounded-variable linear regression algorithms with safe screening CF Dantas, E Soubies, C Févotte
arXiv preprint arXiv:2202.07258, 2022
1 2022 
Rémi GribonvalInria & ENS de LyonEmail verificata su ens-lyon.fr
