Hubert Leterme

Université Grenoble Alpes, Inria (Thoth team), Laboratoire Jean Kuntzmann

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PhD Candidate

Université Grenoble Alpes

France

I am a PhD candidate at the University of Grenoble Alpes and Inria, supervised by Valérie Perrier, Karteek Alahari, and Kévin Polisano. My research lies at the intersection between computer vision and image processing, with a focus on convolutional neural networks, wavelets and stochastic signal processing.

Before my PhD, I received an engineering degree (MSc) from CentraleSupelec, University of Paris-Saclay, with a focus on industrial engineering, supply chain management, and operations research. After a few years working in the industry, including a two-year experience in Sweden, I decided to take a 180 degree turn and to embark in the research adventure. This brought me to Grenoble in 2018, where I received a MSc degree in industrial and applied mathematics from the University of Grenoble Alpes and Grenoble INP Institute of Technology.

News

Jul 13, 2022 My personal website is finally released! :smiley:
Jun 29, 2022 Talk at Rutgers University, New Jersey. Video available!
Jun 19, 2022 I am at CVPR 2022, New Orleans, Louisiana, from June 19th to 24th.
May 19, 2022 I am at Kymatio’22 workshop in Nantes, France, where deep learning meets wavelet theory.
Sep 16, 2021 Talk at ORASIS 2021 – French-speaking workshop for young researchers in computer vision

Selected Publications

  1. Preprint
    On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks
    arXiv:2209.11740 Sep 2022
  2. Workshop
    Modélisation Parcimonieuse de CNNs Avec Des Paquets d’Ondelettes Dual-Tree
    In ORASIS, Sep 2021