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Academic Journal

Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks

Subjects: Aperture Radar; Deep Learning; Oceanography

  • Source: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://imt-atlantique.hal.science/hal-04502265 ; IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-14.

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Academic Journal

Improving abdominal image segmentation with overcomplete shape priors

Subjects: abdominal imaging; semantic segmentation; deep learning

  • Source: ISSN: 0895-6111 ; Computerized Medical Imaging and Graphics ; https://imt-atlantique.hal.science/hal-04443431 ; Computerized Medical Imaging and Graphics, 2024, 113 (April), pp.102356.

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Conference

Insights Into the Importance of Linguistic Textual Features on the Persuasiveness of Public Speaking

Subjects: Public speaking; multimodal system; deep learningParis; France

  • Source: ICMI '23 Companion: Companion Publication of the 25th International Conference on Multimodal Interaction ; 25th International Conference on Multimodal Interaction (iCMI 2023) ;

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Conference

Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification

Subjects: Deep Learning; Machine Learning; Few-shot LearningValence; SpainValence, Spain

  • Source: Proceedings of Machine Learning Research (PMLR) ; 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023) ;

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Academic Journal

Unsharp Structure Guided Filtering for Self-Supervised Low-dose CT Imaging

Subjects: Computed tomography; Image reconstruction; Training

  • Source: ISSN: 0278-0062 ; IEEE Transactions on Medical Imaging ; https://univ-rennes.hal.science/hal-04241272 ; IEEE Transactions on Medical Imaging, 2023, 42 (11), pp.1-1.

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Academic Journal

Federated Semi-Supervised Learning for Attack Detection in Industrial Internet of Things

Subjects: machine learning; deep learning; semi-supervised learning

  • Source: ISSN: 1551-3203 ; IEEE Transactions on Industrial Informatics ; https://hal-emse.ccsd.cnrs.fr/emse-03901817 ; IEEE Transactions on Industrial Informatics, 2023, 19 (1), pp.286-295.

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Academic Journal

On Joint Parameterizations of Linear and Nonlinear Functionals in Neural Networks

Subjects: Deep learning; Rectified linear unit; Convolutional neural network

  • Source: ISSN: 0893-6080 ; Neural Networks ; https://hal.science/hal-03115681 ; Neural Networks, 2023, 160, pp.12-21. ⟨10.1016/j.neunet.2022.12.019⟩.

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Conference

Pipelined Architecture for a Semantic Segmentation Neural Network on FPGA

Subjects: semantic segmentation; FPGA; deep learningIstanbul; Turkey

  • Source: IEEE 30th International Conference on Electronics, Circuits and Systems (ICECS) ; https://hal.science/hal-04262138 ; IEEE 30th International Conference on Electronics, Circuits and Systems (ICECS),

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Conference

Deep Learning for Ship Classification on Medium Resolution SAR Imagery

Subjects: SAR Synthetic Aperture Radar; Sentinel-1; Ship Classificationlongyearbyen; Norway

  • Source: SeaSAR 2023 - workshop on Coastal and Marine applications of SAR ; https://hal.science/hal-04277648 ; SeaSAR 2023 - workshop on Coastal and Marine applications of SAR, European Space Agency (ESA), May

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