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Extraction des positions continues des cibles dans les signaux RSO

 Christophe Kervazo , Saïd Ladjal
2022
Pré-publication, Document de travail hal-03702123v1
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Stacked Sparse Blind Source Separation for Non-Linear Mixtures

 Christophe Kervazo , Jerome Bobin
2019
Pré-publication, Document de travail hal-02091102v1
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Successive Nonnegative Projection Algorithm for Linear Quadratic Mixtures (iTWIST 2020)

 Christophe Kervazo , Nicolas Gillis , Nicolas Dobigeon
International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques (iTWIST 2020), Dec 2020, Nantes (virtual), France
Communication dans un congrès hal-03108196v1
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Stacked Sparse Non-Linear Blind Source Separation

 Christophe Kervazo , Jérôme Bobin
2019
Pré-publication, Document de travail hal-02088465v1
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Heuristics for Efficient Sparse Blind Source Separation

 Christophe Kervazo , Jerome Bobin , Cécile Chenot
EUSIPCO 2018, Sep 2018, Rome, Italy
Communication dans un congrès hal-01853246v1
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Optimization framework for large-scale sparse blind source separation

 Christophe Kervazo
Signal and Image Processing. Université Paris Saclay (COmUE), 2019. English. ⟨NNT : 2019SACLS354⟩
Thèse tel-02420479v1
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Distributed sparse BSS for large-scale datasets

 Tobias I Liaudat , Jerome Bobin , Christophe Kervazo
2019
Pré-publication, Document de travail hal-02088466v1

Sparse non-negative matrix factorization for preclinical bioluminescent imaging

 Erwan Dereure , Christophe Kervazo , Seguin Johanne , Anikitos Garofalakis , Elsa Angelini , et al.
IEEE International Symposium on Biomedical Imaging (ISBI), Apr 2023, Cartagena, Colombia
Communication dans un congrès hal-04061864v1

Unrolling PALM for sparse semi-blind source separation

 Mohammad Fahes , Christophe Kervazo , Jérôme Bobin , Florence Tupin
International Conference on Learning Representations, Apr 2022, Remote conference, France
Communication dans un congrès hal-03701526v1
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A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction

 Arnaud Quillent , Vincent Bismuth , Isabelle Bloch , Christophe Kervazo , Saïd Ladjal
Medical Imaging with Deep Learning 2023 (MIDL 2023 ), MIDL Foundation, Jul 2023, Nashville, TN, United States
Communication dans un congrès hal-04178641v1
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Faster and better sparse blind source separation through mini-batch optimization

 C Kervazo , T Liaudat , Jerome Bobin
2020
Pré-publication, Document de travail hal-02426991v1
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Blind separation of a large number of sparse sources

 C. Kervazo , Jerome Bobin , C. Chenot
Signal Processing, In press, 150, pp.157-165. ⟨10.1016/j.sigpro.2018.04.006⟩
Article dans une revue hal-01767264v1

Provably robust blind source separation of linear-quadratic near-separable mixtures

 Christophe Kervazo , Nicolas Gillis , Nicolas Dobigeon
SIAM Journal on Imaging Sciences, 2021, 14 (4), pp.1848-1889. ⟨10.1137/20M1382878⟩
Article dans une revue hal-03319157v1
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Successive Nonnegative Projection Algorithm for Linear Quadratic Mixtures (EUSIPCO 2020)

 Christophe Kervazo , Nicolas Gillis , Nicolas Dobigeon
28th European Signal Processing Conference (EUSIPCO 2020), EURASIP : European Association for Signal Processing, Jan 2021, Amsterdam (virtual), Netherlands. pp.1951-1955, ⟨10.23919/Eusipco47968.2020.9287788⟩
Communication dans un congrès hal-03108191v1
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Smoothed Separable Nonnegative Matrix Factorization

 Nicolas Nadisic , Nicolas Gillis , Christophe Kervazo
2022
Pré-publication, Document de travail hal-03701535v1
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