ArnoutDevos
PhD student in CS at EPFL (Swiss Federal Institute of Technology Lausanne). Previously @uscresl at USC.
EPFL.chSwitzerland
Pinned Repositories
AlgorithmsAndDataStructures
Knowledge about basic Algorithms and Data Structures.
AmazonSentiment
Amazon Review Sentiment Analysis with pandas and scikit-learn
anyai
Web-browser 2 camera classification system. Restaurant checkout application.
maml-cifar-fs
Extended code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks" with CIFAR-fs classification
NeuralNetwork
Neural Network from scratch
NoFoodWaste
LauzHack 2018 winning Computer Vision project
r2d2
TensorFlow implementation of R2D2 from "Meta-learning with differentiable closed-form solvers" (ICLR 2019)
RegressionNet
Reference source code for "Regression Networks for Meta-Learning Few-Shot Classification".
ProtoTransfer
Official code for the paper "Self-Supervised Prototypical Transfer Learning for Few-Shot Classification"
ArnoutDevos's Repositories
ArnoutDevos/r2d2
TensorFlow implementation of R2D2 from "Meta-learning with differentiable closed-form solvers" (ICLR 2019)
ArnoutDevos/RegressionNet
Reference source code for "Regression Networks for Meta-Learning Few-Shot Classification".
ArnoutDevos/anyai
Web-browser 2 camera classification system. Restaurant checkout application.
ArnoutDevos/bananas
HackZurich 2019
ArnoutDevos/docs
This is the open-source repo for docs.github.com.
ArnoutDevos/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
ArnoutDevos/PyBoard
ArnoutDevos/al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
ArnoutDevos/arnoutdevos.github.io
Personal website based on Jekyll with Minimal Mistakes theme.
ArnoutDevos/ArnoutDevos.github.io-old
Personal website based on Jekyll with Minimal Mistakes theme.
ArnoutDevos/awesome-self-supervised-learning
A curated list of awesome self-supervised methods
ArnoutDevos/cdfsl-benchmark
Cross-Domain Few-Shot Learning Benchmarking System
ArnoutDevos/cheatsheet-translation
Translation of VIP cheatsheets for Machine Learning Deep Learning, and Artificial Intelligence
ArnoutDevos/CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
ArnoutDevos/colabtemplate
making a repository runnable on Google Colab
ArnoutDevos/covid19-logarithmic-trending
Plots of covid19 number on logarithmic scale and trending
ArnoutDevos/examples-camera
Small code snippets that show how to stream camera images to a Coral device.
ArnoutDevos/flax
Flax is a neural network library for JAX that is designed for flexibility.
ArnoutDevos/higher
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
ArnoutDevos/info8010-deep-learning
Lectures for INFO8010 - Deep Learning, ULiège
ArnoutDevos/keras
Deep Learning for humans
ArnoutDevos/KordingLab.github.io
Jekyll page for Kording lab webpage
ArnoutDevos/markdown_readme
Markdown - you can mark up titles, lists, tables, etc., in a much cleaner, readable and accurate way if you do it with HTML.
ArnoutDevos/open-letter
Open Letter to University Leaders
ArnoutDevos/PretrainedCIFAR10
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
ArnoutDevos/pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
ArnoutDevos/react-sortable-hoc
A set of higher-order components to turn any list into an animated, accessible and touch-friendly sortable list✌️
ArnoutDevos/releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
ArnoutDevos/streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
ArnoutDevos/twitter-the-algorithm-ml
Source code for Twitter's Recommendation Algorithm