Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
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Updated
Mar 15, 2024 - Python
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"
Awesome Incremental / Continual / Lifelong Generative 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.
2024 Neurips paper on Continual Learning and Class Incremental Learning
The ALLIES Lifelong Learning Machine Translation baseline system's repository
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