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Cassio F. Dantas

19
Documents

Publications

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Determining Effective Temporal Windows for Rapeseed Detection Using Sentinel-1 Time Series and Machine Learning Algorithms

Saeideh Maleki , Nicolas Baghdadi , Sami Najem , Cassio Fraga Dantas , Hassan Bazzi
Remote Sensing, 2024, 16 (3), pp.549. ⟨10.3390/rs16030549⟩
Article dans une revue hal-04476131v1
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Sphere Refinement in Gap Safe Screening

Cassio F. Dantas , Emmanuel Soubies , Cédric Févotte
IEEE Signal Processing Letters, 2023, ⟨10.1109/LSP.2023.3277792⟩
Article dans une revue hal-03891840v2
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Artificial Intelligence Algorithms for Rapeseed Fields Mapping using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints

Saeideh Maleki , Nicolas Baghdadi , Cassio Fraga Dantas , Sami Najem , Hassan Bazzi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, pp.8884-8899. ⟨10.1109/JSTARS.2023.3316304⟩
Article dans une revue hal-04184447v1
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Expanding boundaries of Gap Safe screening

Cassio F. Dantas , Emmanuel Soubies , Cédric Févotte
Journal of Machine Learning Research, 2021, 22 (236), pp.1-57
Article dans une revue hal-03147502v3
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Stable safe screening and structured dictionaries for faster L1 regularization

Cassio Fraga Dantas , Rémi Gribonval
IEEE Transactions on Signal Processing, 2019, 67 (14), pp.3756-3769. ⟨10.1109/TSP.2019.2919404⟩
Article dans une revue hal-01954261v3
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Learning Dictionaries as a sum of Kronecker products

Cassio Fraga Dantas , Michele Nazareth da Costa , Renato da Rocha Lopes
IEEE Signal Processing Letters, 2017, 24 (5), pp.559 - 563. ⟨10.1109/LSP.2017.2681159⟩
Article dans une revue hal-01672349v1

Counterfactual Explanations for Remote Sensing Time Series Data: an Application to Land Cover Classification

Cassio F. Dantas , Thalita F Drumond , Diego Marcos , Dino Ienco
ECML PKDD: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2023, Torino, Italy. p. 20-36, ⟨10.1007/978-3-031-43430-3_2⟩
Communication dans un congrès hal-04189631v1
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Masking Strategies for Background Bias Removal in Computer Vision Models

Ananthu Aniraj , Cassio F. Dantas , Dino Ienco , Diego Marcos
Out of Distribution Generalization in Computer Vision workshop (in conjunction with ICCV 2023), Oct 2023, Paris, France
Communication dans un congrès hal-04184449v1
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PDiscoNet: Semantically consistent part discovery for fine-grained recognition

Robert van der Klis , Stephan Alaniz , Massimiliano Mancini , Cassio F. Dantas , Dino Ienco
ICCV 2023 - International Conference on Computer Vision, Oct 2023, Paris, France
Communication dans un congrès hal-04183747v1
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Safe screening for sparse regression with the Kullback-Leibler divergence

Cassio F. Dantas , Emmanuel Soubies , Cédric Févotte
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual), Canada
Communication dans un congrès hal-03147345v2
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Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising

Cassio F. Dantas , Jeremy E Cohen , Rémi Gribonval
EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruña, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8902593⟩
Communication dans un congrès hal-02126782v2
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Hyperspectral Image Denoising using Dictionary Learning

Cassio F. Dantas , Jérémy E Cohen , Rémi Gribonval
WHISPERS 2019 - 10th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Sep 2019, Amsterdam, Netherlands. pp.1-5, ⟨10.1109/WHISPERS.2019.8921110⟩
Communication dans un congrès hal-02175630v1
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Faster and still safe: combining screening techniques and structured dictionaries to accelerate the Lasso

Cassio Fraga Dantas , Rémi Gribonval
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, AB, Canada. pp.4069-4073, ⟨10.1109/ICASSP.2018.8461514⟩
Communication dans un congrès hal-01706392v1
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Learning fast dictionaries for sparse representations using low-rank tensor decompositions

Cassio Fraga Dantas , Jérémy E Cohen , Rémi Gribonval
LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.456-466, ⟨10.1007/978-3-319-93764-9_42⟩
Communication dans un congrès hal-01709343v2
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Dynamic Screening with Approximate Dictionaries

Cassio Fraga Dantas , Rémi Gribonval
XXVIème colloque GRETSI, Sep 2017, Juan-les-Pins, France
Communication dans un congrès hal-01598021v1
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Tensor-structured Dictionaries for Hyperspectral Imaging

Cassio F. Dantas , Jérémy E Cohen , Rémi Gribonval
SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France. pp.1-2
Document associé à des manifestations scientifiques hal-02169405v1
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Learning Dictionaries as Sums of Kronecker Products

Cassio Fraga Dantas , Rémi Gribonval , Renato R Lopes , Michele N da Costa
SPARS 2017 - Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbon, Portugal.
Document associé à des manifestations scientifiques hal-01514044v1