Source: ISSN: 1574-9541 ; Ecological Informatics ; https://hal.science/hal-04500874 ; Ecological Informatics, 2024, 80, pp.102535. ⟨10.1016/j.ecoinf.2024.102535⟩.

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Academic Journal

Reduction of rain-induced errors for wind speed estimation on SAR observations using convolutional neural networks

Authors : Colin, Aurélien; Tandeo, Pierre; Peureux, Charles ...

Subjects: Synthetic Aperture Radar; Deep Learning; Oceanography

Source: ISSN: 1939-1404 ; IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ; https://imt-atlantique.hal.science/hal-04149533 ; IEEE Journal of Selected Topics in Applied

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Report

Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks

Authors : Boukli Hacene, Ghouthi; Gripon, Vincent; Arzel, Matthieu ...

Subjects: Index Terms-convolutional neural networks; pruning; weight binarization

Source: https://hal.science/hal-01965304 ; 2018.

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Conference

Filtering Internal tides from wide-swath altimeter data using Convolutional Neural Networks.

Authors : Lguensat, Redouane; Fablet, Ronan; Le Sommer, Julien ...

Subjects: [SDU.OCEAN]Sciences of the Universe [physics]/Ocean; Atmosphere; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]Waikoloa; United States

Source: IGARSS 2020: IEEE International Geoscience and Remote Sensing Symposium ; https://imt-atlantique.hal.science/hal-02941320 ; IGARSS 2020: IEEE International Geoscience and Remote Sensing Symposium, Sep

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Academic Journal

Event reconstruction for KM3NeT/ORCA using convolutional neural networks

Authors : Aiello, S.; Albert, A.; Alves Garre, S. ...

Subjects: Cherenkov detectors; Large detector systems for particle and astroparticle physics; Neutrino detectors

Source: JINST ; https://hal.science/hal-03178773 ; JINST, 2020, 15 (10), pp.P10005. ⟨10.1088/1748-0221/15/10/P10005⟩ ; https://iopscience.iop.org/article/10.1088/1748-0221/15/10/P10005

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Academic Journal

ThriftyNets: Convolutional Neural Networks with Tiny Parameter Budget

Authors : Coiffier, Guillaume; Boukli Hacene, Ghouthi; Gripon, Vincent ...

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing

Source: ISSN: 2624-831X ; IoT ; https://hal.science/hal-03238788 ; IoT, 2021, 2 (2), pp.222-235. ⟨10.3390/iot2020012⟩.

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Dissertation/ Thesis

Convolutional neural networks pruning and its application to embedded vision systems ; Élagage de réseaux de neurones convolutifs et son application aux systèmes embarqués de vision par ordinateur

Authors : Tessier, Hugo;

Subjects: Computer Vision; Deep Learning; Compression

Source: https://theses.hal.science/tel-04064137 ; Artificial Intelligence [cs.AI]. Ecole nationale supérieure Mines-Télécom Atlantique, 2023. English. ⟨NNT : 2023IMTA0350⟩.

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Conference

Budget Restricted Incremental Learning with Pre-Trained Convolutional Neural Networks and Binary Associative Memories

Authors : Boukli Hacene, Ghouthi; Gripon, Vincent; Farrugia, Nicolas ...

Subjects: Incremental Learning; Transfer Learning; Convolutionnal Neural NeworksLorient; France

Source: Proceedings SIPS 2017 : IEEE International Workshop on Signal Processing Systems ; SIPS 2017 : IEEE International Workshop on Signal Processing Systems ; https://hal.science/hal-01656152 ; SIPS 2017 :

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Dissertation/ Thesis

Extending convolutional neural networks to irregular domains through graph inference ; Extension des réseaux de neurones convolutifs à des domaines irréguliers par l’inférence de graphe

Authors : Pasdeloup, Bastien;

Subjects: Graph signal processing; Graph inference; Translations on graphs

Source: https://theses.hal.science/tel-01708824 ; Machine Learning [cs.LG]. Ecole nationale supérieure Mines-Télécom Atlantique, 2017. English. ⟨NNT : 2017IMTA0048⟩.

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Academic Journal

A Multi-Mode Convolutional Neural Network to reconstruct satellite-derived chlorophyll-a time series in the global ocean from physical drivers

Authors : Roussillon, Joana; Fablet, Ronan; Gorgues, Thomas ...

Subjects: Convolutional Neural Networks; Attention mechanisms; Satellite ocean color

Source: ISSN: 2296-7745 ; Frontiers in Marine Science ; https://imt-atlantique.hal.science/hal-04171042 ; Frontiers in Marine Science, 2023, 10, pp.1-20. ⟨10.3389/fmars.2023.1077623⟩.

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نتائج البحث

فلترة النتائج

Convolutional neural networks for hydrothermal vents substratum classification: An introspective study

Reduction of rain-induced errors for wind speed estimation on SAR observations using convolutional neural networks

Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks

Filtering Internal tides from wide-swath altimeter data using Convolutional Neural Networks.

Event reconstruction for KM3NeT/ORCA using convolutional neural networks

ThriftyNets: Convolutional Neural Networks with Tiny Parameter Budget

Convolutional neural networks pruning and its application to embedded vision systems ; Élagage de réseaux de neurones convolutifs et son application aux systèmes embarqués de vision par ordinateur

Budget Restricted Incremental Learning with Pre-Trained Convolutional Neural Networks and Binary Associative Memories

Extending convolutional neural networks to irregular domains through graph inference ; Extension des réseaux de neurones convolutifs à des domaines irréguliers par l’inférence de graphe

A Multi-Mode Convolutional Neural Network to reconstruct satellite-derived chlorophyll-a time series in the global ocean from physical drivers

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