catastrophic-forgetting topic
random-memory-adaptation
Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"
online-continual-learning
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomp...
PyContinual
PyContinual (An Easy and Extendible Framework for Continual Learning)
Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
stable-continual-learning
Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)
IL-SemSegm
Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019
ExpertNet-Pytorch
A PyTorch implementation of the CVPR 2017 publication "Expert Gate: Lifelong Learning with a Network of Experts"
MAS-PyTorch
A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"
SIGIR2021_Conure
Pre-training and Lifelong learning for User Embedding and Recommender System
episodic-lifelong-learning
Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch