CV
Last updated on 28/11/2024. More information on LinkedIn.
General Information
| Full name | Quentin Guimard |
| Current position | Postdoctoral research fellow @ UniTrento |
| E-mail address | quentin.guimard@unitn.it |
| Languages | French, English |
Experience
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2024 - present Postdoctoral Research Fellow
Department of Information Engineering and Computer Science (DISI), University of Trento, Italy -
2020 - 2023 PhD student
Laboratoire d'Informatique, Signaux et Systèmes de Sophia Antipolis (I3S), Sophia Antipolis, France -
2023 Visiting PhD student
Centrum Wiskunde & Informatica (CWI), Amsterdam, Netherlands -
2021 Visiting PhD student
Università degli Studi di Firenze, Florence, Italy -
2019 - 2020 Junior data scientist
Thales Services, Sophia Antipolis, France -
2019 Research assistant
Université du Québec à Montréal (UQAM), Montreal, Canada
Education
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2023 PhD
Université Côte d'Azur, France - Deep learning for adaptive 360° video streaming in virtual reality
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2020 Master's degree (master's / diplôme d'ingénieur double degree)
Université Côte d'Azur, Polytech Nice Sophia, France - Computer Science - Data Science
Honors and Awards
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2023 - CWI PhD internship grant
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2022 - ACM MMSys 2022 Best Paper Award
Teaching Experience
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2022 - 2023 Machine Learning
Université Côte d'Azur, Polytech Nice Sophia, France - Master level. Lab sessions.
- Keywords: Scikit-learn, dimensionality reduction, clustering, decision trees, linear / logistic regression, MLP, CNN, SVM, ensemble learning.
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2020 - 2023 Introduction to Imperative Programming (Python)
Université Côte d'Azur, Polytech Nice Sophia, France - Bachelor level. Lab sessions.
- Keywords: Python, Turtle.
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2020 - 2023 Algorithms and Data Structures (Java)
Université Côte d'Azur, Polytech Nice Sophia, France - Bachelor level. Lab sessions.
- Keywords: Java, object-oriented programming, recursive functions, stacks, queues, linked lists, binary trees.
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2020 - 2022 From Shallow to Deep Learning
Université Côte d'Azur, Polytech Nice Sophia, France - Master level. Lab sessions.
- Keywords: content-based image retrieval, SIFT, bag-of-words, CNN, style transfer.
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2021 Deep Reinforcement Learning
UCA Deep Learning School, France - Summer school interactive tutorial.
- Keywords: Q-learning, deep Q-networks, imitation learning.
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2021 Visual Recognition and Domain Adaptation
UCA Deep Learning School, France - Summer school interactive tutorial.
- Keywords: object detection, instance segmentation, transfer learning, domain adaptation.
Services and volunteering
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Reviewer
- Journals: ACM Transactions on Multimedia Computing, Communications, and Applications (ACM TOMM)
- Conferences: ACM International Conference on Multimedia (ACM MM), ACM Multimedia Systems Conference (ACM MMSys)
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Volunteer
- Doctoral Association of the SophiaTech campus (ADSTIC) 2023-2024 team member
Supervision
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Master students
- Franz Franco Gallo, Université Côte d'Azur, 2022. "Deep learning for multiple prediction of head motion", co-supervised with Prof. Lucile Sassatelli.
- Hugo Bell, University of Edinburgh, 2021. "Deep learning for human head motion prediction with confidence", co-supervised with Prof. Lucile Sassatelli.