"partial label learning" Papers

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GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning

Jintao Huang, Yiu-ming Cheung, Chi-man Vong et al.

AAAI 2025paperarXiv:2412.14561

Merlin L48 Spectrogram Dataset

Aaron Sun, Subhransu Maji, Grant Van Horn

NEURIPS 2025arXiv:2511.00252

Rethinking Self-Distillation: Label Averaging and Enhanced Soft Label Refinement with Partial Labels

Hyeonsu Jeong, Hye Won Chung

ICLR 2025arXiv:2402.10482

Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning

Mengmeng Sheng, Zeren Sun, Zhenhuang Cai et al.

AAAI 2024paperarXiv:2312.09505

A General Framework for Learning from Weak Supervision

Hao Chen, Jindong Wang, Lei Feng et al.

ICML 2024arXiv:2402.01922

Controller-Guided Partial Label Consistency Regularization with Unlabeled Data

Qian-Wei Wang, Bowen Zhao, Mingyan Zhu et al.

AAAI 2024paperarXiv:2210.11194

Does Label Smoothing Help Deep Partial Label Learning?

Xiuwen Gong, Nitin Bisht, Guandong Xu

Learning with Partial-Label and Unlabeled Data: A Uniform Treatment for Supervision Redundancy and Insufficiency

Yangfan Liu, JIAQI LYU, Xin Geng et al.

ICML 2024spotlight