Cassio F. Dantas
19
Documents
Publications
Counterfactual Explanations for Remote Sensing Time Series Data: an Application to Land Cover ClassificationECML 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 ModelsOut 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 recognitionICCV 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 divergenceIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual), Canada
Communication dans un congrès
hal-03147345v2
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Hyperspectral Image Denoising using Dictionary LearningWHISPERS 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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Learning Tensor-structured Dictionaries with Application to Hyperspectral Image DenoisingEUSIPCO 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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Learning fast dictionaries for sparse representations using low-rank tensor decompositionsLVA/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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Faster and still safe: combining screening techniques and structured dictionaries to accelerate the LassoICASSP 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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Dynamic Screening with Approximate DictionariesXXVIème colloque GRETSI, Sep 2017, Juan-les-Pins, France
Communication dans un congrès
hal-01598021v1
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Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening2023
Pré-publication, Document de travail
hal-03564336v2
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Tensor-structured Dictionaries for Hyperspectral ImagingSPARS 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 ProductsSPARS 2017 - Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbon, Portugal.
Document associé à des manifestations scientifiques
hal-01514044v1
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