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deep PACO: combining statistical models with deep learning for exoplanet detection and characterization in direct imaging at high contrast.

• Authors : Flasseur, Olivier; Bodrito, Théo; Mairal, Julien

Subjects: DEEP learning; CONVOLUTIONAL neural networks; STATISTICAL models

• Source: Monthly Notices of the Royal Astronomical Society; Jan2024, Vol. 527 Issue 1, p1534-1562, 29p

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SUnAA: Sparse Unmixing Using Archetypal Analysis.

• Authors : Rasti, Behnood; Zouaoui, Alexandre; Mairal, Julien

• Source: IEEE Geoscience & Remote Sensing Letters; 2023, Vol. 20, p1-5, 5p

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Extracting representations of cognition across neuroimaging studies improves brain decoding

• Authors : Mensch, Arthur; Mairal, Julien; Thirion, Bertrand

• Source: PLoS Computational Biology. May 3, 2021, Vol. 17 Issue 5, e1008795

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Applied Science & Technology Full Text (H.W. Wilson)

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Exoplanet detection in angular differential imaging: combining a statistics-based learning with a deep-based learning for improved detections

• Authors : Schreiber, Laura; Schmidt, Dirk; Vernet, Elise

• Source: Proceedings of SPIE; August 2022, Vol. 12185 Issue: 1 p121853S-121853S-14, 12063462p

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Applied Science & Technology Full Text (H.W. Wilson)

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Applied Science & Technology Full Text (H.W. Wilson)

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Applied Science & Technology Full Text (H.W. Wilson)

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Applied Science & Technology Full Text (H.W. Wilson)

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Biological sequence modeling with convolutional kernel networks.

• Authors : Chen, Dexiong; Jacob, Laurent; Mairal, Julien

Subjects: BIOLOGICAL models; CARRIER proteins; SOURCE code

• Source: Bioinformatics; Sep2019, Vol. 35 Issue 18, p3294-3302, 9p

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