Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes

Minyang Hu, Hong Chang, Zong Guo, Bingpeng Ma, Shiguang Shan +1 more
2/12/2026

No official code found. Best implementation: hu-my/TaskAttributeDistance (143 stars, last commit 2023-10-17).

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This repository is the official implementation of the paper "Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes" in Neural Information Processing Systems (NeurIPS 2023)

14360Shell, PythonOct 17, 20233 years ago

Cite this paper

@article{hu2026understanding,
  title  = {Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes},
  author = {Minyang Hu and Hong Chang and Zong Guo and Bingpeng Ma and Shiguang Shan and Xilin Chen},
  year   = {2026},
  doi    = {10.52202/075280-0852},
  url    = {https://doi.org/10.52202/075280-0852},
  journal = {NEURIPS 2023 2023}
}

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