arthurdouillard/phd_thesis

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arthurdouillard/phd_thesis

arthurdouillard

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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

dytox

Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022

deepcourse

Learn the Deep Learning for Computer Vision in three steps: theory from base to SotA, code in PyTorch, and space-repetition with Anki

Jupyter Notebook

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.

Jupyter Notebook

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

Jupyter Notebook

continual-learning-terminology

water_simulation

Water simulation with OpenGL

tensorflow-faceid

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

awesome-deeplearning-papers

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

keras-squeeze_and_excitation_network

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

Continual_Learning_Leaderboards

Learderboards of Continual Learning for various benchmarks.

optimizers.pytorch

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

teledetection

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

FastRadixTree

Orthographic Corrector in CPP using a Trie.

distributed_memory_mpi

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

quiz

Soundrain

Soundcloud music downloader

MoviesPopularity

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

Reflex-Tap

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

Smart-Saleman

Basic solution for the saleman problem.

arthurdouillard.github.io

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

Blind-Mouse-in-a-Maze

Blind Mouse in a Maze - Interview question

elix_anki_scrapper

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

Jupyter Notebook

coursera-R-programming

Assignements of the `R Programming` course on coursera

algo_with_mpi

Some basic algos with mpi for Python (mpi4py)