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Hi there ๐Ÿ‘‹

I am Zaccharie Ramzi, an AI Research Scientist at Meta working on neural interfaces. Before that, I was a post-doc working with Gabriel Peyre at ENS Ulm on optimization and implicit deep learning. Even before that, I was a PhD student working in 3 institutions: Inria in the Parietal team, Neurospin in the METRIC team, and the CEA astrophysics department in the Cosmostat team.

The topic of my PhD was deep learning for MRI reconstruction. This made me interested in all things connected to:

  • convex non-smooth optimization
  • computer vision
  • MRI and healthcare
  • deep learning

I like to write TensorFlow (and now PyTorch and Jax a bit) code not only to write neural networks but also to build other related functionalities. Open source is definitely my motto.

Zaccharie Ramzi's Projects

pyedflib icon pyedflib

pyedflib is a python library to read/write EDF+/BDF+ files based on EDFlib.

pypdf2 icon pypdf2

A utility to read and write PDFs with Python

pysap icon pysap

PYthon Sparse data Analysis Package

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pywt icon pywt

PyWavelets - Wavelet Transforms in Python

rl-project icon rl-project

Reinforcement Learning project on multi-player bandits. This project is basically an implementation of different collision avoidance techniques for a benchmark.

robustness-cs icon robustness-cs

Measuring the robustness of compressive sensing methods (including deep-learning-based ones) for image reconstruction.

scipy icon scipy

Scipy library main repository

score_inverse_problems icon score_inverse_problems

Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"

shine icon shine

Code for the DEQ experiments of the ICLR 2022 spotlight "SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models"

signs-challenge icon signs-challenge

Apply deep learning to detect, read and position parking signs on a map.

tdv icon tdv

Total Deep Variation Regularizer

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tf-complex icon tf-complex

A package to easily install tensorflow utils for complex-valued tensors and neural networks

tf-didn icon tf-didn

An unofficial implementation of the Deep iterative down-up CNN for image denoising

tf-eldrn icon tf-eldrn

An unofficial TensorFlow implementation of the ELDRN

tf-explain icon tf-explain

Interpretability Methods for tf.keras models with Tensorflow 2.0

tf-focnet icon tf-focnet

An unofficial tensorflow implementation of the FocNET

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