Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods

Guo-Jun Qi, Jiebo Luo. Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods. IEEE Trans. Pattern Anal. Mach. Intell., 44(4):2168-2187, 2022. [doi]

@article{QiL22,
  title = {Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods},
  author = {Guo-Jun Qi and Jiebo Luo},
  year = {2022},
  doi = {10.1109/TPAMI.2020.3031898},
  url = {https://doi.org/10.1109/TPAMI.2020.3031898},
  researchr = {https://researchr.org/publication/QiL22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
  volume = {44},
  number = {4},
  pages = {2168-2187},
}