continual-learning topic
OWOD
(CVPR 2021 Oral) Open World Object Detection
avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
course-content-dl
NMA deep learning course
Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
continuum
A clean and simple data loading library for Continual Learning
FACIL
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
incremental_learning.pytorch
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).