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AUTHOR = "Stoimchev, M. and Kocev, D. and Dzeroski, S.",
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@article{bb140643,
AUTHOR = "Zang, L.G. and Li, Y.C. and Chen, H.",
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JOURNAL = CirSysVideo,
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@article{bb140644,
AUTHOR = "Lu, W. and Lin, J.X. and Jing, P.G. and Su, Y.T.",
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YEAR = "2023",
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@article{bb140645,
AUTHOR = "Qiao, Y. and Lu, W. and Jing, P.G. and Wang, W.M. and Su, Y.T.",
TITLE = "Multimodal Dual-Graph Collaborative Network With Serial Attentive
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AUTHOR = "Cui, C. and Huo, H. and Fang, T.",
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@article{bb140648,
AUTHOR = "Fallah Tehrani, A.",
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AUTHOR = "Guo, M.H. and Liu, Z.N. and Mu, T.J. and Hu, S.M.",
TITLE = "Beyond Self-Attention: External Attention Using Two Linear Layers for
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AUTHOR = "Dai, Y. and Song, W.W. and Gao, Z. and Fang, L.Y.",
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@article{bb140652,
AUTHOR = "Klonecki, T. and Teisseyre, P. and Lee, J.",
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AUTHOR = "Narayan, S. and Gupta, A. and Khan, S. and Khan, F.S. and Shao, L. and Shah, M.",
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AUTHOR = "Lu, Y. and Li, W.W. and Li, H.X. and Jia, X.",
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AUTHOR = "Zou, Y.Z. and Hu, X.G. and Li, P.P.",
TITLE = "Gradient-based multi-label feature selection considering three-way
variable interaction",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109900",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136658"}
@article{bb140661,
AUTHOR = "Wu, Y. and Li, P.P. and Zou, Y.Z.",
TITLE = "Partial multi-label feature selection with feature noise",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136659"}
@article{bb140662,
AUTHOR = "Teng, Z. and Cao, P. and Huang, M. and Gao, Z.M. and Wang, X.W.",
TITLE = "Multi-label borderline oversampling technique",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109953",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136660"}
@article{bb140663,
AUTHOR = "Dai, J.H. and Huang, W.Y. and Zhang, C. and Liu, J.",
TITLE = "Multi-label feature selection by strongly relevant label gain and
label mutual aid",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109945",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136661"}
@article{bb140664,
AUTHOR = "Liu, J.H. and Wei, W. and Lin, Y. and Yang, L.J. and Zhang, H.B.",
TITLE = "Learning implicit labeling-importance and label correlation for
multi-label feature selection with streaming labels",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110081",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136662"}
@article{bb140665,
AUTHOR = "Zhang, Y. and Jiang, Y.Q. and Zhang, Q. and Liu, D.",
TITLE = "Multi-label learning based on instance correlation and feature
redundancy",
JOURNAL = PRL,
VOLUME = "176",
YEAR = "2023",
PAGES = "123-130",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136663"}
@article{bb140666,
AUTHOR = "Haidar, S. and Oramas, J.",
TITLE = "Training Methods of Multi-Label Prediction Classifiers for
Hyperspectral Remote Sensing Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "24",
PAGES = "5656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136664"}
@article{bb140667,
AUTHOR = "Wu, Z.N. and He, T.Y. and Xia, X.B. and Yu, J. and Shen, X. and Liu, T.L.",
TITLE = "Conditional Consistency Regularization for Semi-Supervised
Multi-Label Image Classification",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "4206-4216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136665"}
@article{bb140668,
AUTHOR = "Guo, W.L. and Li, S.Y. and Chen, F.X. and Sun, Y.H. and Gu, Y.F.",
TITLE = "Satellite Video Multi-Label Scene Classification With Spatial and
Temporal Feature Cooperative Encoding: A Benchmark Dataset and Method",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2238-2251",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136666"}
@article{bb140669,
AUTHOR = "Hu, Y. and Fang, X.Z. and Kang, P.P. and Chen, Y.H. and Fang, Y.T. and Xie, S.L.",
TITLE = "Dual Noise Elimination and Dynamic Label Correlation Guided Partial
Multi-Label Learning",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "5641-5656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136667"}
@article{bb140670,
AUTHOR = "Wang, H.B. and Xiao, R.X. and Li, Y.X. and Feng, L. and Niu, G. and Chen, G. and Zhao, J.",
TITLE = "PiCO+: Contrastive Label Disambiguation for Robust Partial Label
Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3183-3198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136668"}
@article{bb140671,
AUTHOR = "Lv, J.Q. and Liu, B. and Feng, L. and Xu, N. and Xu, M. and An, B. and Niu, G. and Geng, X. and Sugiyama, M.",
TITLE = "On the Robustness of Average Losses for Partial-Label Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "2569-2583",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136669"}
@inproceedings{bb140672,
AUTHOR = "He, S. and Yang, G.W. and Feng, L.",
TITLE = "Candidate-Aware Selective Disambiguation Based on Normalized Entropy
for Instance-Dependent Partial-Label Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1792-1801",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136670"}
@article{bb140673,
AUTHOR = "Hu, P. and Sun, X. and Sclaroff, S. and Saenko, K.",
TITLE = "DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition
With Limited Annotations",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3450-3462",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136671"}
@article{bb140674,
AUTHOR = "Zhang, Y. and Huo, W. and Tang, J.",
TITLE = "Multi-label feature selection via latent representation learning and
dynamic graph constraints",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136672"}
@article{bb140675,
AUTHOR = "Garcia Pedrajas, N.E. and Cuevas Munoz, J.M. and Cerruela Garcia, G. and de Haro Garcia, A.",
TITLE = "A thorough experimental comparison of multilabel methods for
classification performance",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110342",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136673"}
@article{bb140676,
AUTHOR = "Ma, P.R. and He, Z.Q. and Ran, W. and Lu, H.",
TITLE = "A Transferable Generative Framework for Multi-Label Zero-Shot
Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3409-3423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136674"}
@article{bb140677,
AUTHOR = "Li, J.X. and Zhu, X.Y. and Zhang, W. and Wang, J.Y.",
TITLE = "A ranking-based problem transformation method for weakly supervised
multi-label learning",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110505",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136675"}
@article{bb140678,
AUTHOR = "Chen, J.L. and Xu, F. and Zeng, T. and Li, X. and Chen, S.J. and Yu, J.",
TITLE = "MSFA: Multi-Stage Feature Aggregation Network for Multi-Label Image
Recognition",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "7",
PAGES = "1862-1877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136676"}
@article{bb140679,
AUTHOR = "Yin, T.Y. and Chen, H.M. and Wang, Z.H. and Liu, K.Y. and Yuan, Z. and Horng, S.J. and Li, T.R.",
TITLE = "Feature selection for multilabel classification with missing labels
via multi-scale fusion fuzzy uncertainty measures",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136677"}
@article{bb140680,
AUTHOR = "Jia, Q.W. and Deng, T.Q. and Wang, Y. and Wang, C.Z.",
TITLE = "Discriminative label correlation based robust structure learning for
multi-label feature selection",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110583",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136678"}
@article{bb140681,
AUTHOR = "Proszewska, M. and Wolczyk, M. and Zieba, M. and Wielopolski, P. and Maziarka, L. and Smieja, M.",
TITLE = "Multi-Label Conditional Generation From Pre-Trained Models",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "6185-6198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136679"}
@article{bb140682,
AUTHOR = "Jiang, J.F. and Zhang, X.Y. and Yuan, Z.",
TITLE = "Multi-label feature selection using self-information in
divergence-based fuzzy neighborhood rough sets",
JOURNAL = PR,
VOLUME = "155",
YEAR = "2024",
PAGES = "110684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136680"}
@article{bb140683,
AUTHOR = "Wang, Y.J. and Zhao, Y.H. and Wang, Z.K. and Zhang, C.Q. and Wang, X.W.",
TITLE = "Robust Multi-Graph Multi-Label Learning with Dual-Granularity
Labeling",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "6509-6524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136681"}
@article{bb140684,
AUTHOR = "Chen, T.S. and Wang, W. and Pu, T. and Qin, J.H. and Yang, Z.J. and Liu, J. and Lin, L.",
TITLE = "Dynamic Correlation Learning and Regularization for Multi-Label
Confidence Calibration",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "4811-4823",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136682"}
@article{bb140685,
AUTHOR = "Pu, T. and Lao, Q. and Wu, H. and Chen, T.S. and Tian, L. and Liu, J. and Lin, L.",
TITLE = "Category-Adaptive Label Discovery and Noise Rejection for Multi-Label
Recognition With Partial Positive Labels",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9591-9602",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136683"}
@article{bb140686,
AUTHOR = "Chen, T.S. and Pu, T. and Pu, T. and Liu, L.B. and Shi, Y.K. and Yang, Z.J. and Lin, L.",
TITLE = "Heterogeneous Semantic Transfer for Multi-label Recognition with
Partial Labels",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "6091-6106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136684"}
@article{bb140687,
AUTHOR = "Wang, J.H. and Tang, H.Y. and Luo, S.S. and Yang, L.Q. and Liu, S.S. and Hong, A. and Li, B.Q.",
TITLE = "A semantic guidance-based fusion network for multi-label image
classification",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "254-261",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136685"}
@article{bb140688,
AUTHOR = "Zhong, J.Y. and Shang, R.H. and Zhao, F. and Zhang, W.T. and Xu, S.H.",
TITLE = "Negative Label and Noise Information Guided Disambiguation for
Partial Multi-Label Learning",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9920-9935",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136686"}
@article{bb140689,
AUTHOR = "Zhu, X.L. and Li, J.S. and Cao, J.X. and Tang, D.Q. and Liu, J. and Liu, B.",
TITLE = "Semantic-Guided Representation Enhancement for Multi-Label Image
Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "10036-10049",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136687"}
@article{bb140690,
AUTHOR = "Kou, Z.Q. and Wang, J. and Jia, Y.H. and Geng, X.",
TITLE = "Progressive label enhancement",
JOURNAL = PR,
VOLUME = "160",
YEAR = "2025",
PAGES = "111172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136688"}
@article{bb140691,
AUTHOR = "Zhu, K. and He, Y.Y. and Wu, J.X.",
TITLE = "Coarse is better? A new pipeline towards self-supervised learning
with uncurated images",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111324",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136689"}
@inproceedings{bb140692,
AUTHOR = "Zhu, K. and Fu, M.H. and Wu, J.X.",
TITLE = "Multi-Label Self-Supervised Learning with Scene Images",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "6671-6680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136690"}
@article{bb140693,
AUTHOR = "Zhao, D.W. and Li, H. and Lu, Y.X. and Sun, D. and Gao, Q.W.",
TITLE = "An effective bipartite graph fusion and contrastive label correlation
for multi-view multi-label classification",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111430",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136691"}
@article{bb140694,
AUTHOR = "Dai, J.H. and Wang, J.",
TITLE = "Multi-label feature selection with missing features by tolerance
implication granularity information and symmetric coupled
discriminant weight",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111365",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136692"}
@article{bb140695,
AUTHOR = "Liu, P.Z. and Qian, W.B. and Huang, J.T. and Tu, Y.Q. and Cheung, Y.M.",
TITLE = "Transformer-driven feature fusion network and visual feature coding
for multi-label image classification",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136693"}
@article{bb140696,
AUTHOR = "Cai, Q. and Tao, R. and Fang, X.F. and Xie, X.R. and Liu, G.S.",
TITLE = "A deep reinforcement active learning method for multi-label image
classification",
JOURNAL = CVIU,
VOLUME = "257",
YEAR = "2025",
PAGES = "104351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136694"}
@article{bb140697,
AUTHOR = "Ding, Z.X. and Zhou, Z. and Chen, H. and Hao, T.X. and Xiong, Y.Z. and Zhao, S.C. and Zhang, Q. and Han, J.G.",
TITLE = "Cross-Modality Prompts: Few-Shot Multi-Label Recognition With
Single-Label Training",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "3023-3033",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136695"}
@article{bb140698,
AUTHOR = "Wang, L. and Zhan, Y.B. and Ma, L.L. and Tao, D.P. and Ding, L. and Gong, C.",
TITLE = "SpliceMix: A Cross-Scale and Semantic Blending Augmentation Strategy
for Multi-Label Image Classification",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "3251-3265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136696"}
@article{bb140699,
AUTHOR = "Chen, Z.M. and Cui, Q. and Zhang, X.Q. and Deng, R.X. and Xia, C.Q. and Lu, S.J.",
TITLE = "Towards Gradient Equalization and Feature Diversification for
Long-Tailed Multi-Label Image Recognition",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "3489-3500",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT136697"}
Last update:Nov 26, 2025 at 20:24:09