Pan, Sinno Jialin

A survey on transfer learning

Pan, S. J., & Yang, Q. (2010) · IEEE Transactions on Knowledge and Data Engineering

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 23,387

Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon

Dong, X., Chen, S., & Pan, S. J. (2017) · arXiv

Advanced Neural Network ApplicationsMachine Learning and Data Classification

Cited by 339

Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition

Qian, H., Pan, S. J., & Miao, C. (2021) · Proceedings of the AAAI Conference on Artificial Intelligence

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 85

A deep learning framework for hybrid heterogeneous transfer learning

Zhou, J. T., Pan, S. J., & Tsang, I. W. (2019) · Artificial Intelligence

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 53

Transfer learning for cross-language text categorization through active correspondences construction

Zhou, J., Pan, S., Tsang, I., & Ho, S.-S. (2016) · Proceedings of the AAAI Conference on Artificial Intelligence

Domain Adaptation and Few-Shot LearningText and Document Classification Technologies

Cited by 50