Deep Learning

Playing with ML tools on a cluster: my experience using Hydra and Weights&Biases on Jean Zay

Small tutorial talk on the use of Hydra and Weights&Biases on Jean Zay.

PhD Defense

My PhD defense (the video is actually a rehearsal since the live did not work during the actual presentation).

Presentation of Jean Zay @ Artificial Intelligence 2021

A presentation of my personal experience with the Jean Zay supercomputer.

XPDNet @ CWI-Inria International Lab Workshop 2021

A presentation of my network for MRI reconstruction: the XPDNet.

XPDNet @ Le Seminaire Palaisien

A presentation of my network for MRI reconstruction: the XPDNet.

Learnlets @ Eusipco 2020

A presentation of my work entitled "Wavelets in the deep learning era" in the Interpretable Machine Learning session.

XPDNet @ NeurIPS 2020 Medical Imaging Workshop

A presentation of my network for MRI reconstruction: the XPDNet.

Denoising Score Matching for Uncertainty Quantification @ Machine Learning Club

A presentation of my network for Uncertainty Quantification in Inverse Problems with Denoising Score Matching.

fastMRI 2020 Brain MRI reconstruction Challenge

A competition organized by Facebook and NYU to foster the best reconstruction algorithms.

tf-slice-assign

A utility for tensor slice assignment in TensorFlow.