A Comprehensive Survey on Transfer Learning

Zhuang, Fuzhen, Qi, Zhiyuan, Duan, Keyu, Xi, Dongbo, Zhu, Yongchun, Zhu, Hengshu, Xiong, Hui, He, Qing·2021·Proceedings of the IEEE
DOI 10.1109/jproc.2020.3004555

Cites (216)

Items 201–216 of 216

  1. On combining active and transfer learning for medical data classification
    Tang Xinyao, Bo Du, Jianzhong Huang, Zengmao Wang, Lefei Zhang · 2018 · IET Computer Vision
  2. Transfer collaborative filtering from multiple sources via consensus regularization
    Fuzhen Zhuang, Zheng Jing, Jingwu Chen · 2018 · Neural Networks
  3. A Subject-to-subject Transfer Learning Framework Based on Jensen-Shannon Divergence for Improving Brain-computer Interface
    Joshua Giles, Kai Keng Ang, Lyudmila S. Mihaylova · 2019 · IEEE International Conference on Acoustics Speech and Signal Processing
  4. Exploring Ensemble of Models in Taxonomy-based Cross-Domain Sentiment Classification
    Cong-Kai Lin, Yang‐Yin Lee, Chi-Hsin Yu · 2014
  5. Domain Adaptation with Category Attention Network for Deep Sentiment Analysis
    Dongbo Xi, Fuzhen Zhuang, Ganbin Zhou · 2020
  6. Sequential Transfer Learning
    Fuzhen Zhuang, Yingmin Zhou, Fuzheng Zhang · 2017
  7. Regularised transfer learning for hyperspectral image classification
    Qian Shi, Yipeng Zhang, Xiaoping Liu · 2018 · IET Computer Vision
  8. Discriminative Subspace Alignment for Unsupervised Visual Domain Adaptation
    Hao Sun, Shuai Liu, Shilin Zhou · 2016 · Neural Processing Letters
  9. Location and Scatter Matching for Dataset Shift in Text Mining
    Bo Chen, Wai Pang Lam, Ivor Wai-Hung Tsang, Tak-Lam Wong · 2010 · Proceedings
  10. Information theoretic clustering for unsupervised domain-adaptation
    Subhadeep Dey, Srikanth R. Madikeri, Petr Motlíček · 2016 · IEEE International Conference on Acoustics Speech and Signal Processing
  11. A Non-Linear Manifold Alignment Approach to Robot Learning from Demonstrations
    Ndivhuwo Makondo, Michihisa Hiratsuka, Benjamin Rosman, Osamu Hasegawa · 2018 · Journal of Robotics and Mechatronics
  12. Deep Transfer Learning for Traffic Sign Recognition
    Grant Rosario, Thomas Sonderman, Xingquan Zhu · 2018 · IEEE International Conference on Information Reuse and Integration (IRI)
  13. Domain Adaptation with Category Attention Network for Deep Sentiment Analysis
    Dongbo Xi, Fuzhen Zhuang, Ganbin Zhou · 2021 · arXiv (Cornell University)
  14. Ensemble of Anchor Adapters for Transfer Learning
    Fuzhen Zhuang, Ping Luo, Sinno Jialin Pan · 2016
  15. Local Ensemble across Multiple Sources for Collaborative Filtering
    Zheng Jing, Fuzhen Zhuang, Chuan Shi · 2017
  16. Transfer Learning Toolkit: Primers and Benchmarks
    Fuzhen Zhuang, Keyu Duan, Tongjia Guo · 2019 · arXiv (Cornell University)