Monsieur Qiufan LIN / PhD
chercheur en milieu académique*
Contact details
Professional contact details
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Jobs
Additional information : Accomplished badminton player, handball
Research : NON
Techniques
Physics, Astrophysics, AI, Programming Skills (Python, C++)
PhD
Title : PHYSIQUE & SCIENCES DE LA MATIERE - Spécialité : ASTROPHYSIQUE ET COSMOLOGIE
First registration date : 1 October 2018 / 3A
Doctoral school : Physique et Sciences de la Matière
Thesis defense date : 1 December 2021
Subject : Méthodes d'apprentissage par deep learning appliquées aux grands relevés d'imagerie astrophysiques.
Thesis supervisor : FOUCHEZ Dominique
Thesis co-supervisor : DRAP Pierre
Research unit : CPPM - Centre de Physique des Particules de Marseille
Master's degree
Title : Master of Natural Science
July 2018 - Tsinghua University
Publications
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Galaxy Image Translation with Semi-supervised Noise-reconstructed Generative Adversarial Networks
2020 IEEE / ICPR, 2021
Qiufan Lin, Dominique Fouchez, Jerome Pasquet
https://ieeexplore.ieee.org/document/9412143
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Photometric Redshift Estimation with Convolutional Neural Networks and Galaxy Images: A Case Study of Resolving Biases in Data-Driven Methods
Astronomy & Astrophysics, 2021
Qiufan Lin, Dominique Fouchez, Jerome Pasquet, Stephane Arnouts, Marie Treyer, Reda Ait Ouahmed
https://drive.google.com/file/d/1hfNAJV4sihGNETaVdb7aWmmQrvJQb8Uq/view?usp=sharing
Languages
Anglais : C1 - Avancé
Chinois : Maternel