mdeff

Michaël Defferrard mdeff

Research on machine learning and graphs. Open science, source, data.

506 followers · 126 following

Qualcomm AI Research
Switzerland
https://deff.ch
@m_deff
in/mdeff
https://scholar.google.com/citations?user=Ztj2-gUAAAAJ

Achievements

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Achievements

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Organizations

homepage Public

https://deff.ch

HTML 1 Creative Commons Attribution 4.0 International Updated Mar 18, 2025
dotfiles Public

my dotfiles

vim dotfiles tmux fish vimrc mpd neovim

Shell 9 4 MIT License Updated Mar 13, 2025
cruxeval Public
Forked from facebookresearch/cruxeval

CRUXEval: Code Reasoning, Understanding, and Execution Evaluation

Python MIT License Updated Aug 8, 2024
bigcode-website Public
Forked from bigcode-project/bigcode-website

Source of the website of the BigCode project.

HTML MIT License Updated Aug 7, 2024
cv Public

Curriculum Vitae

resume latex curriculum-vitae

TeX 1 Creative Commons Attribution 4.0 International Updated Jun 6, 2023
fma Public

FMA: A Dataset For Music Analysis

deep-learning reproducible-research open-data open-science dataset music-information-retrieval music-analysis

Jupyter Notebook 2,344 447 MIT License Updated Jan 5, 2023
paper-cheblienet Public

ChebLieNet: Invariant spectral graph NNs turned equivariant by Riemannian geometry on Lie groups

TeX 2 Creative Commons Attribution 4.0 International Updated Nov 25, 2021
paper-cryoem-orientation-recovery Public

Learning to recover orientations from projections in single-particle cryo-EM

Jupyter Notebook 1 Creative Commons Attribution 4.0 International Updated Nov 23, 2021
learning-from-graphs-webconf2021 Public

Learning from Graphs: From Mathematical Principles to Practical Tools

Makefile 11 1 MIT License Updated Apr 16, 2021
paper-fma-ismir2017 Public

FMA: A Dataset For Music Analysis

TeX 2 Creative Commons Attribution 4.0 International Updated Jan 2, 2021
paper-cnn-graph-nips2016 Public

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

HTML 1 2 Creative Commons Attribution 4.0 International Updated Jan 2, 2021
paper-fma-challenge-webconf2018 Public

Learning to Recognize Musical Genre from Audio, Challenge Overview

TeX 4 Creative Commons Attribution 4.0 International Updated Jan 2, 2021
paper-cnn-graph-recurrent-iclr2017 Public

Structured Sequence Modeling with Graph Convolutional Recurrent Networks

TeX 6 2 Creative Commons Attribution 4.0 International Updated Jan 2, 2021
cnn_graph Public

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

deep-learning graphs convolutional-neural-networks graph-signal-processing graph-neural-networks

Jupyter Notebook 1,352 390 MIT License Updated Jun 13, 2020
gsp-summer-school-2016 Public

Organization of a Graph Signal Processing Summer School

TeX 1 2 Creative Commons Attribution 4.0 International Updated Jun 9, 2020
ntds_2016 Public

Material for the EPFL master course "A Network Tour of Data Science", edition 2016.

education data-science machine-learning epfl graphs neural-networks

Jupyter Notebook 98 38 MIT License Updated May 29, 2020
ntds_2017 Public

Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

education data-science epfl graphs network-science

Jupyter Notebook 65 31 MIT License Updated May 29, 2020
terrain Public

OpenGL generated scene

opengl computer-graphics

C++ 7 9 MIT License Updated Apr 18, 2020
atcsim Public

Air Traffic Control simulation, a C++11 learning experience

simulation

C++ 8 5 MIT License Updated Apr 18, 2020
srfsp Public

Super-resolution for mass spectrometry

signal-processing mass-spectrometry super-resolution

Python 3 2 MIT License Updated Apr 18, 2020
giin Public

Graph-based Image Inpainting

graphs image-processing image-inpainting

MATLAB 14 3 MIT License Updated Apr 18, 2020
saga Public

Mini-batch and distributed SAGA

gradient-descent convex-optimization

TeX 6 4 MIT License Updated Apr 18, 2020
dlaudio_results Public

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (results)

deep-learning music-information-retrieval auto-encoders

Jupyter Notebook 2 1 MIT License Updated Apr 18, 2020
dlaudio_report Public

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (report)

deep-learning music-information-retrieval auto-encoders

TeX 6 Creative Commons Attribution 4.0 International Updated Apr 18, 2020
dlaudio Public

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)

deep-learning graphs music-information-retrieval sparse manifold-learning auto-encoders

Jupyter Notebook 15 6 MIT License Updated Apr 18, 2020
ntds_2019 Public

Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

education data-science epfl graphs network-science graph-neural-networks

Jupyter Notebook 68 37 Other Updated Jan 27, 2020
ntds_2018 Public

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

education data-science epfl graphs network-science

Jupyter Notebook 57 32 Other Updated Dec 16, 2019
pygsp_tutorial_graphsip Public

Graph signal processing tutorial, presented at the GraphSiP summer school.

education graphs graph-signal-processing

Jupyter Notebook 74 26 MIT License Updated Jan 24, 2019
python_tour_of_data_science Public

A Python Tour of Data Science

python education data-science machine-learning data-analysis

Jupyter Notebook 30 12 MIT License Updated Dec 15, 2017

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Michaël Defferrard mdeff

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homepage Public

dotfiles Public

cruxeval Public

bigcode-website Public

cv Public

fma Public

paper-cheblienet Public

paper-cryoem-orientation-recovery Public

learning-from-graphs-webconf2021 Public

paper-fma-ismir2017 Public

paper-cnn-graph-nips2016 Public

paper-fma-challenge-webconf2018 Public

paper-cnn-graph-recurrent-iclr2017 Public

cnn_graph Public

gsp-summer-school-2016 Public

ntds_2016 Public

ntds_2017 Public

terrain Public

atcsim Public

srfsp Public

giin Public

saga Public

dlaudio_results Public

dlaudio_report Public

dlaudio Public

ntds_2019 Public

ntds_2018 Public

pygsp_tutorial_graphsip Public

python_tour_of_data_science Public