Arthur Douillard's repositories
incremental_learning.pytorch
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
CVPR2021_PLOP
Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation
deepcourse
Learn the Deep Learning for Computer Vision in three steps: theory from base to SotA, code in PyTorch, and space-repetition with Anki
keras-snapshot_ensembles
Implementation in Keras of: Snapshot Ensembles: Train 1, get M for free (https://arxiv.org/abs/1704.00109)
mada.pytorch
Unfinished Work: Implementation of Multi-Adversarial Domain Adaptation (https://arxiv.org/abs/1809.02176) in Pytorch
turing_pattern_generator
A generator of Turing patterns from an image
lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
Continual_Learning_Leaderboards
Learderboards of Continual Learning for various benchmarks.
optimizers.pytorch
A collection of Optimizers, from famous to exotic, implemented in PyTorch
arthurdouillard.github.io
My current blog, auto-updated from the template https://github.com/arthurdouillard/hugo-website
elix_anki_scrapper
Scrapper of Elix (French's Sign Language) for Anki
awesome-continual-zero-shot-learning
A curated list of resources on continual zero-shot learning
Awesome-Incremental-Learning-1
Awesome Incremental Learning
batchensemble.pytorch
An implementation of BatchEnsemble
Computational_Neuroscience
Coursera's Computational Neuroscience by the University of Washington
fuzzy-anki
An Anki browser: upload your APKG decks or ANKI2 collections and see what's inside!
grammar_scrapper
Grammar scrapper to produce csv usable by Anki
hugo-website
Template that updates the repo https://github.com/arthurdouillard/arthurdouillard.github.io
jax_experiments
Some experiments to learn Jax/Haiku.
lowshot.pytorch
Lowshot learning with PyTorch
olivaw.pytorch
A small reinforcement library. Just for fun.
pdf_figure_cropper
Small tool to nicely crop figures in a pdf of multiple pages.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.