Search Results - "Ceillier, Tugdual"

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  1. 1

    Weakened magnetic braking as the origin of anomalously rapid rotation in old field stars by van Saders, Jennifer L., Ceillier, Tugdual, Metcalfe, Travis S., Aguirre, Victor Silva, Pinsonneault, Marc H., García, Rafael A., Mathur, Savita, Davies, Guy R.

    Published in Nature (London) (14-01-2016)
    “…The age of a young to middle-aged star can be determined from how quickly or slowly it rotates, but the relationship breaks down for old stars; models now show…”
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    Journal Article
  2. 2

    Photometric magnetic-activity metrics tested with the Sun: application to Kepler M dwarfs by Mathur, Savita, Salabert, David, García, Rafael A., Ceillier, Tugdual

    “…The Kepler mission has been providing high-quality photometric data leading to many breakthroughs in the exoplanet search and in stellar physics. Stellar…”
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    Journal Article
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    Stellar Rotation in Kepler: Forward Modeling of the Kepler Period Distribution by van Saders, Jennifer L., Pinsonneault, Marc H., García, Rafael A., Ceillier, Tugdual

    Published in EPJ Web of Conferences (01-01-2015)
    “…The Kepler mission has made it possible to detect the signatures of surface rotation in tens of thousands of stars across many different spectral types, ages,…”
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    Journal Article Conference Proceeding
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    Case-based reasoning for rare events prediction on strategic sites by Vidal, Vincent, Corbineau, Marie-Caroline, Ceillier, Tugdual

    Published 10-02-2022
    “…Conference on Artificial Intelligence for Defense, Nov 2021, Rennes, France Satellite imagery is now widely used in the defense sector for monitoring locations…”
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    Journal Article
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    Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images by Grosgeorge, Damien, Arbelot, Maxime, Goupilleau, Alex, Ceillier, Tugdual, Allioux, Renaud

    “…Detecting and identifying objects in satellite images is a very challenging task: objects of interest are often very small and features can be difficult to…”
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    Conference Proceeding
  9. 9

    Active learning for object detection in high-resolution satellite images by Goupilleau, Alex, Ceillier, Tugdual, Corbineau, Marie-Caroline

    Published 07-01-2021
    “…Conference on Artificial Intelligence for Defense, Dec 2020, Rennes, France In machine learning, the term active learning regroups techniques that aim at…”
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    Journal Article
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    Ensemble Learning techniques for object detection in high-resolution satellite images by Vilhelm, Arthur, Limbert, Matthieu, Audebert, Clément, Ceillier, Tugdual

    Published 16-02-2022
    “…Ensembling is a method that aims to maximize the detection performance by fusing individual detectors. While rarely mentioned in deep-learning articles applied…”
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    Journal Article
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    Neural Architecture Search in operational context: a remote sensing case-study by Cazasnoves, Anthony, Ganaye, Pierre-Antoine, Sanchis, Kévin, Ceillier, Tugdual

    Published 15-09-2021
    “…Deep learning has become in recent years a cornerstone tool fueling key innovations in the industry, such as autonomous driving. To attain good performances,…”
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    Journal Article
  12. 12

    Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection by BOURCIER, Jules, Floquet, Thomas, Dashyan, Gohar, Ceillier, Tugdual, Alahari, Karteek, Chanussot, Jocelyn

    Published 21-10-2022
    “…Conference on Artificial Intelligence for Defense (CAID) 2022, DGA Ma\^itrise de l'Information, Nov 2022, Rennes, France In defense-related remote sensing…”
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    Journal Article
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    Aggregated Primary Detectors For Generic Change Detection In Satellite Images by Vidal, Vincent, Limbert, Matthieu, Ceillier, Tugdual, Moisan, Lionel

    “…Detecting changes between two satellite images of the same scene generally requires an accurate (and thus often uneasy to obtain) model discriminating relevant…”
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    Conference Proceeding
  14. 14

    Improving performance of aircraft detection in satellite imagery while limiting the labelling effort: Hybrid active learning by Imbert, Julie, Dashyan, Gohar, Goupilleau, Alex, Ceillier, Tugdual, Corbineau, Marie-Caroline

    Published 10-02-2022
    “…International Symposium on Geoscience and Remote Sensing (IGARSS), Jul 2021, Brussels, Belgium The earth observation industry provides satellite imagery with…”
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    Journal Article
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    Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images by Grosgeorge, Damien, Arbelot, Maxime, Goupilleau, Alex, Ceillier, Tugdual, Allioux, Renaud

    Published 27-05-2020
    “…IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2020, Waikoloa, Hawaii, United States Detecting and identifying objects in satellite…”
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    Journal Article
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    Improving Performance of Aircraft Detection in Satellite Imagery While Limiting the Labelling Effort: Hybrid Active Learning by Imbert, Julie, Dashyan, Gohar, Goupilleau, Alex, Ceillier, Tugdual, Corbineau, Marie-Caroline

    “…The earth observation industry provides satellite imagery with high spatial resolution and short revisit time. To allow efficient operational employment of…”
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    Conference Proceeding
  17. 17

    Weakened magnetic braking as the origin of anomalously rapid rotation in old field stars by van Saders, Jennifer L, Ceillier, Tugdual, Metcalfe, Travis S, Aguirre, Victor Silva, Pinsonneault, Marc H, García, Rafael A, Mathur, Savita, Davies, Guy R

    Published 11-01-2016
    “…A knowledge of stellar ages is crucial for our understanding of many astrophysical phenomena, and yet ages can be difficult to determine. As they become older,…”
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    Journal Article
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