Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

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.

ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning

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"

2024 Neurips paper on Continual Learning and Class Incremental Learning

Awesome Incremental / Continual / Lifelong Generative Learning

Generative latent replay - a memory-efficient, privacy ensuring replay method for continual learning.

learning universal user representation with lifelong learning mechanism for recommender systems

The ALLIES Lifelong Learning Machine Translation baseline system's repository

GatorSched harnesses GPT-2 to intelligently parse and respond to queries from lifelog data, providing tailored recommendations and insights for effective scheduling