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Keyword

partial label learning

Description: A machine-learning setting in which each training example is associated with a candidate set of labels containing its true label.
OpenAlex ID: keywords/partial-label-learning
Disambiguation-Free Partial Label Learning
2017 · Min-Ling Zhang, Fei Yu, et al. · IEEE Transactions on Knowledge and Data Engineering · 179
FNED
2020 · Yang Liu, Yi-Fang Brook Wu · ACM Transactions on Information Systems · 166
Maximum margin partial label learning
2016 · Fei Yu, Min-Ling Zhang · Machine Learning · 156
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Solving the partial label learning problem: an instance-based approach
2015 · Min-Ling Zhang, F. Richard Yu · 155
SVM based multi-label learning with missing labels for image annotation
2018 · Yang Liu, Kaiwen Wen, et al. · Pattern Recognition · 150
CNN-RNN: a large-scale hierarchical image classification framework
2017 · Yanming Guo, Yanming Guo, et al. · Multimedia Tools and Applications · 148
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Partial Label Learning via Feature-Aware Disambiguation
2016 · Min-Ling Zhang, Bin-Bin Zhou, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 148
Partial Label Learning with Self-Guided Retraining
2019 · Lei Feng, Bo An · Proceedings of the AAAI Conference on Artificial Intelligence · 117
Progressive Identification of True Labels for Partial-Label Learning
2020 · Lv, Jiaqi, Xu, Miao, et al. · arXiv (Cornell University) · 115
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Discriminative and Correlative Partial Multi-Label Learning
2019 · Haobo Wang, Weiwei Liu, et al. · International Joint Conference on Artificial Intelligence · 107
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Partial Label Learning via Label Enhancement
2019 · Ning Xu, Jiaqi Lv, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 105
Adaptive Graph Guided Disambiguation for Partial Label Learning
2019 · Deng-Bao Wang, Li Li, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 94
Provably Consistent Partial-Label Learning
2020 · Feng, Lei, Lv, Jiaqi, et al. · arXiv (Cornell University) · 93
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GM-PLL: Graph Matching Based Partial Label Learning
2019 · Gengyu Lyu, Songhe Feng, et al. · IEEE Transactions on Knowledge and Data Engineering · 92
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A survey on multi-label feature selection from perspectives of label fusion
2023 · Wenbin Qian, Jintao Huang, et al. · Information Fusion · 87
Towards Enabling Binary Decomposition for Partial Label Learning
2018 · Xuan Wu, Min-Ling Zhang · International Joint Conference on Artificial Intelligence · 87
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Leveraging Latent Label Distributions for Partial Label Learning
2018 · Lei Feng, Bo An · International Joint Conference on Artificial Intelligence · 86
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Confidence-Rated Discriminative Partial Label Learning
2017 · Cai-Zhi Tang, Min-Ling Zhang · Proceedings of the AAAI Conference on Artificial Intelligence · 81
Partial Label Learning by Semantic Difference Maximization
2019 · Lei Feng, Bo An · International Joint Conference on Artificial Intelligence · 73
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PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning
2023 · Haobo Wang, Ruixuan Xiao, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 64
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CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning
2023 · Jun Shu, Xiang Yuan, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 64
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Partial label learning: Taxonomy, analysis and outlook
2023 · Yingjie Tian, Xiaotong Yu, et al. · Neural Networks · 60
Adaptive Graph Guided Disambiguation for Partial Label Learning
2021 · Deng-Bao Wang, Min-Ling Zhang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 60
Partial Label Learning via Gaussian Processes
2016 · Yu Zhou, Jianjun He, et al. · IEEE Transactions on Cybernetics · 58
Partial Label Learning with Batch Label Correction
2020 · Yan Yan, Yuhong Guo · Proceedings of the AAAI Conference on Artificial Intelligence · 55
Works count: 360
Citation count: 4,730
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