Awesome Incremental Learning
#计算机科学#PyCIL: A Python Toolbox for Class-Incremental Learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
#计算机科学#A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
Learning a Unified Classifier Incrementally via Rebalancing
#计算机科学#Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."
Awesome Few-Shot Class-Incremental Learning
Class Incremental learning, Task Incremental Learning
End-to-End Incremental Learning
Elastic weight consolidation technique for incremental learning.
pytorch implementation of Large Scale Incremental Learning
Implementation of incremental learning algorithms for Matlab.
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
Old repo for my old learning projects (mostly incremental-games).
Initial Code for the paper "incremental learning through deep adaptation"
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).
Code release for paper "Incremental Learning of Object Detectors without Catastrophic Forgetting"
A fast Kriging-assisted evolutionary algorithm based on incremental learning