Mathux
PhD student mainly interested in 3D Human motion generation, Computer Vision in general and Optimal Transport.
ENPC
Pinned Repositories
ACTOR
Official Pytorch implementation of the paper "Action-Conditioned 3D Human Motion Synthesis with Transformer VAE", ICCV 2021
AMASS-Annotation-Unifier
Unify text-motion datasets (like BABEL, HumanML3D, KIT-ML) into a common motion-text representation.
Fall
Fast local linear regression with anchor regularization
FROT
Feature Robust Optimal Transport
HCY-Tools
Numpy fast implementation for converting RGB to HCY and HCY to RGB
Lasso-Solver
Lasso solver with quadratic programming (newton with barrier method)
TEMOS
Official PyTorch implementation of the paper "TEMOS: Generating diverse human motions from textual descriptions", ECCV 2022 (Oral)
tiv-video
Terminal video viewer. Use a program like tiv (Terminal image viewer) to show a video in a terminal.
TMR
Official PyTorch implementation of the paper "TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis" ICCV 2023
stmc
Implementation of "Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation" from CVPR Workshop on Human Motion Generation 2024.
Mathux's Repositories
Mathux/TEMOS
Official PyTorch implementation of the paper "TEMOS: Generating diverse human motions from textual descriptions", ECCV 2022 (Oral)
Mathux/ACTOR
Official Pytorch implementation of the paper "Action-Conditioned 3D Human Motion Synthesis with Transformer VAE", ICCV 2021
Mathux/TMR
Official PyTorch implementation of the paper "TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis" ICCV 2023
Mathux/AMASS-Annotation-Unifier
Unify text-motion datasets (like BABEL, HumanML3D, KIT-ML) into a common motion-text representation.
Mathux/FROT
Feature Robust Optimal Transport
Mathux/Fall
Fast local linear regression with anchor regularization
Mathux/tiv-video
Terminal video viewer. Use a program like tiv (Terminal image viewer) to show a video in a terminal.
Mathux/HCY-Tools
Numpy fast implementation for converting RGB to HCY and HCY to RGB
Mathux/Lasso-Solver
Lasso solver with quadratic programming (newton with barrier method)
Mathux/proj_fsnet_exp
Additional experiments for the paper: FsNet: Feature Selection Network on High-dimensional Biological Data
Mathux/Kernel-Method-From-Scratch
https://www.kaggle.com/c/kernel-methods-for-machine-learning-2018-2019 (3rd on the private leaderboard)
Mathux/CFM-challenge
https://challengedata.ens.fr/ Participation to a competition for CFM
Mathux/cours-cpp
C++ courses in ENPC
Mathux/cv-tools
Python tools for computer vision
Mathux/ES4-Castor
Mathux/Expectation-maximization
Expectation maximization (EM) algorithm
Mathux/GOTURN-Tensorflow
A tensorflow implementation for GOTURN tracker
Mathux/hessian_penalty
Code for the Hessian Penalty: A Weak Prior for Unsupervised Disentanglement (ECCV 2020 Spotlight)
Mathux/Hidden-Markov-model
Hidden Markov model (HMM)
Mathux/imnumProject
Presentation and report for the course imagerie numérique
Mathux/LDA-QDA
LDA/QDA for the Probabilistic Graphical Model course
Mathux/M1_internship
Slides of my internship at Carnegie Mellon University
Mathux/mathux.github.io
Mathux/MVA-projects
Some of my projects in my master.
Mathux/phd_thesis_markdown
Template for writing a PhD thesis in Markdown
Mathux/presentation
The HTML Presentation Framework
Mathux/siggraph2017_inpainting
Code for the paper 'Globally and Locally Consistent Image Completion'. http://hi.cs.waseda.ac.jp/~iizuka/projects/completion/
Mathux/tim-dodge
Platform game created for a Software Engenering project in our university
Mathux/Visualization-of-CNN
Visualization of CNN for the Object Recognition Course of the MVA
Mathux/yeelight-fun
Some fun script to interface my yeelight RGB bulb.