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cs.LG2021
User-Oriented Smart General AI System under Causal Inference
Huimin Peng
General AI system solves a wide range of tasks with high performance in an automated fashion. The best general AI algorithm designed by one individual is different from that devise…
cs.LG2021
A Brief Summary of Interactions Between Meta-Learning and Self-Supervised Learning
Huimin Peng
This paper briefly reviews the connections between meta-learning and self-supervised learning. Meta-learning can be applied to improve model generalization capability and to constr…
cs.LG2020
A Comprehensive Overview and Survey of Recent Advances in Meta-Learning
Huimin Peng
This article reviews meta-learning also known as learning-to-learn which seeks rapid and accurate model adaptation to unseen tasks with applications in highly automated AI, few-sho…