There are 2 repositories under lifelong-machine-learning topic.
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning
Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance techniques vary with a domain other than images.
The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
Pre-training and Lifelong learning for User Embedding and Recommender System
Pre-training and Transfer learning papers for recommendation
DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation
迁移学习,预训练,表征学习,跨域推荐,冷启动,用户画像
Official repo for "Consistency is the key to further mitigating catastrophic forgetting in continual learning"
learning universal user representation with lifelong learning mechanism for recommender systems
Generative latent replay - a memory-efficient, privacy ensuring replay method for continual learning.
Awesome Incremental / Continual / Lifelong Generative Learning
The ALLIES Lifelong Learning Machine Translation baseline system's repository