"label scarcity" Papers

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GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction

Eya Cherif, Arthur Ouaknine, Luke Brown et al.

NEURIPS 2025arXiv:2507.06806
1
citations

Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification

Baoming Zhang, MingCai Chen, Jianqing Song et al.

AAAI 2025paperarXiv:2501.08581
1
citations

Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators

Sikai Bai, Shuaicheng Li, Weiming Zhuang et al.

AAAI 2024paperarXiv:2307.05358
16
citations