Mathux/ACTOR
Official Pytorch implementation of the paper "Action-Conditioned 3D Human Motion Synthesis with Transformer VAE", ICCV 2021
Research Scientist at NVIDIA working on 3D Human motion generation / Robotics.
Official Pytorch implementation of the paper "Action-Conditioned 3D Human Motion Synthesis with Transformer VAE", ICCV 2021
Official PyTorch implementation of the paper "TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis" ICCV 2023
Official PyTorch implementation of the paper "TEMOS: Generating diverse human motions from textual descriptions", ECCV 2022 (Oral)
Unify text-motion datasets (like BABEL, HumanML3D, KIT-ML) into a common motion-text representation.
Feature Robust Optimal Transport
Numpy fast implementation for converting RGB to HCY and HCY to RGB
Terminal video viewer. Use a program like tiv (Terminal image viewer) to show a video in a terminal.
C++ courses in ENPC
Fast local linear regression with anchor regularization
Code for the Hessian Penalty: A Weak Prior for Unsupervised Disentanglement (ECCV 2020 Spotlight)
Lasso solver with quadratic programming (newton with barrier method)
Additional experiments for the paper: FsNet: Feature Selection Network on High-dimensional Biological Data
Template for writing a PhD thesis in Markdown
LDA/QDA for the Probabilistic Graphical Model course
https://www.kaggle.com/c/kernel-methods-for-machine-learning-2018-2019 (3rd on the private leaderboard)
https://challengedata.ens.fr/ Participation to a competition for CFM
Platform game created for a Software Engenering project in our university
Hidden Markov model (HMM)
Expectation maximization (EM) algorithm
Some fun script to interface my yeelight RGB bulb.
Some of my projects in my master.
Visualization of CNN for the Object Recognition Course of the MVA
Presentation and report for the course imagerie numérique
Code for the paper 'Globally and Locally Consistent Image Completion'. http://hi.cs.waseda.ac.jp/~iizuka/projects/completion/
Slides of my internship at Carnegie Mellon University
The HTML Presentation Framework
Python tools for computer vision
A tensorflow implementation for GOTURN tracker