lifelong-learning topic
Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
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).
continual-learning-papers
Continual Learning papers list, curated by ContinualAI
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...
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).
PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
CPG
Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural...