| 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 |
| 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 | 14 | 2022 |
| Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising CF Dantas, JE Cohen, R Gribonval EUSIPCO 2019 - 27th European Signal Processing Conference, 2019 | 13 | 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 |
| 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 Regularization 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 |
| 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 |
| Sphere Refinement in Gap Safe Screening CF Dantas, E Soubies, C Févotte IEEE Signal Processing Letters, 2023 | | 2023 |
Rémi GribonvalInria & ENS de LyonVerified email at ens-lyon.fr
