Arthur Douillard

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

dytox. Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022

keras-snapshot_ensembles. Implementation in Keras of: Snapshot Ensembles: Train 1, get M for free (https://arxiv.org/abs/1704.00109)

keras-mobilenet. Implementation in Keras of MobileNet (https://arxiv.org/abs/1704.04861)

keras-effnet. Implementation in Keras of Effnet (https://arxiv.org/abs/1801.06434)

keras-shufflenet. Implementation in Keras of ShuffleNet (https://arxiv.org/abs/1707.01083)

nalu.pytorch. Implementation of NALU & NAC (https://arxiv.org/abs/1808.00508 | DeepMind) in PyTorch.

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

water_simulation. Water simulation with OpenGL

tensorflow-faceid. Faceid-like in Tensorflow using a Siamese network with contrastive loss

continual-learning-terminology.

awesome-deeplearning-papers. A collection of Deep Learning papers I read, sorted by category.

lectures-labs. Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

keras-squeeze_and_excitation_network. Implementation in Keras of Squeeze and Excitation (https://arxiv.org/abs/1709.01507)

optimizers.pytorch. A collection of Optimizers, from famous to exotic, implemented in PyTorch

Continual_Learning_Leaderboards. Learderboards of Continual Learning for various benchmarks.

teledetection. Implementation in C of a custom k-means for clouds detection in satellite images.

ProgrammingLearning. Learning new programming languages, the easy way.

elix_anki_scrapper. Scrapper of Elix (French's Sign Language) for Anki

FastRadixTree. Orthographic Corrector in CPP using a Trie.

Blind-Mouse-in-a-Maze. Blind Mouse in a Maze - Interview question

awesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.

keras. Deep Learning for humans

Soundrain. Soundcloud music downloader

distributed_memory_mpi. Distributed memory with MPI in Python, features also map/reduce/filter!

Reflex-Tap. A small website (used to practice) about a fictive mobile app (english & Korean version)

quiz. JavaScript

phd_thesis. TeX

arthurdouillard.github.io. My current blog, auto-updated from the template https://github.com/arthurdouillard/hugo-website

Smart-Saleman. Basic solution for the saleman problem.

ocr. Oh ça sert

MoviesPopularity. An app that rates movies according to its comments, incremental learning is also done.

coursera-R-programming. Assignements of the `R Programming` course on coursera

algo_with_mpi. Some basic algos with mpi for Python (mpi4py)