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a-step-towards-detection-of-covid-19-from-chest-x-ray-scans-using-deep-learning

adversarialcl

advex_notbugs_features

Final Project for AM 207, Fall 2021. Review & experimentation with paper "Adversarial Examples Are Not Bugs, They Are Features"

aml

Adversarial Machine Learning

arcl

arclf

avalanche

Avalanche: an End-to-End Library for Continual Learning.

awesome-incremental-learning

Awesome Incremental Learning

best-incremental-learning

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

class-incremental-learning

PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).

continual-learning

continual-learning-papers

Continual Learning papers list, curated by ContinualAI

continual-learning-three-scenarios

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

continualai

continuum

continuum_v1

deepgen

dissertation-defense-presentation

dl_work

higher

histogram-specification-matching

home

kerasfun

labelme2coco

How to create custom COCO data set for instance segmentation

mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

pycifar10

pycil

PyCIL: A Python Toolbox for Class-Incremental Learning

pytorch-adversarial-attack-baselines-for-imagenet-cifar10-mnist

PyTorch adversarial attack baselines for ImageNet, CIFAR10, and MNIST (state-of-the-art attacks comparison)