I have served as a Teaching Assistant for signal and image processing courses at EPFL and IIT Bombay. Also, during my PhD, I have supervised several student projects (Master’s theses, internships, and semester projects) related to the topics of deep learning and computational imaging.

Teaching Assistant

EPFL

  • Image Processing I

  • Image Processing II

IIT Bombay

  • Advanced Topics in Signal Processing

  • Digital Signal Processing

Project Supervision

Master's Theses

  • Maxime Jotterand
    Learning 2D Activation Functions for Complex-Valued Neural Networks

  • Stanislas Ducotterd
    Lipschitz-Constrained Deep Spline Neural Networks

  • Sébastien Emery
    Deep Learning for Enhanced Ultrasound Image Reconstruction

  • Yuxuan Long
    Computational Methods for Dynamic Fourier Ptychography

Internships

  • Ayoub El Biari
    Characterization of Random Neural Networks As Stochastic Processes

  • Paul Margain
    High-Resolution Reconstruction in Single-Particle Cryo-EM With a Multiscale Joint Refinement Scheme

  • Tina Behnia
    Dictionary Learning With SαS Signal and Noise Models

Master Semester Projects

  • Maxime Perret
    Posterior Integrals With MCMC for Bayesian Tests

  • Sébastien Emery
    Lipschitz-Constrained Neural Networks for Plug-and-Play Methods

  • Malo Simondin
    Benchmarking of Proximal Algorithms for Solving Regularized Inverse Problems

  • Louis-Nicolas Douce
    Slice-Based Dictionary Learning for Computed Tomography

  • Clélie De Witasse
    Dictionary Learning for Limited Angle Computed Tomography

  • Zhiwei Huang
    Benchmarking of Numerical Methods for Inverse Problems