@article{bb146700,
AUTHOR = "Zhu, X.L. and Liu, J. and Tang, D.Q. and Liu, W.J. and Ge, J.W. and Liu, B. and Cao, J.X.",
TITLE = "Multi-Label Image Classification via Contrastive Co-Occurrence
Learning",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "6700-6713",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142638"}
@inproceedings{bb146701,
AUTHOR = "Zhu, X.L. and Liu, J. and Liu, W.J. and Ge, J.W. and Liu, B. and Cao, J.X.",
TITLE = "Scene-Aware Label Graph Learning for Multi-Label Image Classification",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1473-1482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142639"}
@inproceedings{bb146702,
AUTHOR = "Chen, J.Z. and Wang, P. and Liu, J. and Qian, Y.T.",
TITLE = "Label Relation Graphs Enhanced Hierarchical Residual Network for
Hierarchical Multi-Granularity Classification",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "4848-4857",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142640"}
@article{bb146703,
AUTHOR = "Huang, S. and Yan, J. and Liu, B. and Liu, B. and Hong, R.C.",
TITLE = "Dual-View Alignment Learning With Hierarchical-Prompt for
Class-Imbalance Multi-Label Image Classification",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "5989-6001",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142641"}
@article{bb146704,
AUTHOR = "Li, D. and Du, C.D. and Wang, H.B. and Zhou, Q.Y. and He, H.G.",
TITLE = "Deep Modality Assistance Co-Training Network for Semi-Supervised
Multi-Label Semantic Decoding",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "3287-3299",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142642"}
@article{bb146705,
AUTHOR = "Zeng, H.Z. and Chen, A.",
TITLE = "Multivariate multi-layer classifier",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108896",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142643"}
@article{bb146706,
AUTHOR = "Wang, J. and Geng, X. and Xue, H.",
TITLE = "Re-Weighting Large Margin Label Distribution Learning for
Classification",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5445-5459",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142644"}
@article{bb146707,
AUTHOR = "Liu, W.W. and Wang, H.B. and Shen, X.B. and Tsang, I.W.",
TITLE = "The Emerging Trends of Multi-Label Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "7955-7974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142645"}
@article{bb146708,
AUTHOR = "Wang, D.B. and Zhang, M.L. and Li, L.",
TITLE = "Adaptive Graph Guided Disambiguation for Partial Label Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "8796-8811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142646"}
@article{bb146709,
AUTHOR = "Wu, H.J. and Xu, C. and Liu, H.Z.",
TITLE = "SMART: Semantic-Aware Masked Attention Relational Transformer for
Multi-label Image Recognition",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "2158-2162",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142647"}
@article{bb146710,
AUTHOR = "Li, Y.H. and Hu, L. and Gao, W.",
TITLE = "Multi-label feature selection via robust flexible sparse
regularization",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109074",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142648"}
@article{bb146711,
AUTHOR = "Li, Y.H. and Hu, L. and Gao, W.",
TITLE = "Robust sparse and low-redundancy multi-label feature selection with
dynamic local and global structure preservation",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109120",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142649"}
@article{bb146712,
AUTHOR = "Gao, W. and Hao, P.T. and Wu, Y. and Zhang, P.",
TITLE = "A unified low-order information-theoretic feature selection framework
for multi-label learning",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142650"}
@article{bb146713,
AUTHOR = "Maltoudoglou, L. and Paisios, A. and Lenc, L. and Martinek, J. and Kral, P. and Papadopoulos, H.",
TITLE = "Well-calibrated confidence measures for multi-label text
classification with a large number of labels",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108271",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142651"}
@article{bb146714,
AUTHOR = "Zhai, T.T. and Wang, H. and Tang, H.C.",
TITLE = "Joint optimization of scoring and thresholding models for online
multi-label classification",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109167",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142652"}
@article{bb146715,
AUTHOR = "Qian, K. and Min, X.Y. and Cheng, Y.S. and Min, F.",
TITLE = "Weight matrix sharing for multi-label learning",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142653"}
@article{bb146716,
AUTHOR = "Zhou, W. and Dou, P. and Su, T. and Hu, H.F. and Zheng, Z.J.",
TITLE = "Feature Learning Network with Transformer for Multi-Label Image
Classification",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109203",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142654"}
@article{bb146717,
AUTHOR = "Zhou, W. and Zheng, Z.J. and Su, T. and Hu, H.F.",
TITLE = "DATran: Dual Attention Transformer for Multi-Label Image
Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "342-356",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142655"}
@article{bb146718,
AUTHOR = "Wang, Y. and Zhang, T. and Zhou, C. and Cui, Z. and Yang, J.",
TITLE = "Instance-Aware Deep Graph Learning for Multi-Label Classification",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "90-99",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142656"}
@article{bb146719,
AUTHOR = "Stoimchev, M. and Kocev, D. and Dzeroski, S.",
TITLE = "Deep Network Architectures as Feature Extractors for Multi-Label
Classification of Remote Sensing Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142657"}
@article{bb146720,
AUTHOR = "Zang, L.G. and Li, Y.C. and Chen, H.",
TITLE = "Multilabel Recognition Algorithm With Multigraph Structure",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "782-792",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142658"}
@article{bb146721,
AUTHOR = "Lu, W. and Lin, J.X. and Jing, P.G. and Su, Y.T.",
TITLE = "A Multimodal Aggregation Network With Serial Self-Attention Mechanism
for Micro-Video Multi-Label Classification",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "60-64",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142659"}
@article{bb146722,
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
Aggregation Mechanism for Micro-Video Multi-Label Classification",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "5758-5769",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142660"}
@article{bb146723,
AUTHOR = "Cui, C. and Huo, H. and Fang, T.",
TITLE = "Deep Hashing With Multi-Central Ranking Loss for Multi-Label Image
Retrieval",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "135-139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142661"}
@article{bb146724,
AUTHOR = "Jia, B.B. and Zhang, M.L.",
TITLE = "Multi-dimensional multi-label classification: Towards encompassing
heterogeneous label spaces and multi-label annotations",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142662"}
@article{bb146725,
AUTHOR = "Fallah Tehrani, A.",
TITLE = "Modeling andness in multilabel classification to recognize mutual
information",
JOURNAL = PRL,
VOLUME = "167",
YEAR = "2023",
PAGES = "98-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142663"}
@article{bb146726,
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
Visual Tasks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5436-5447",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142664"}
@article{bb146727,
AUTHOR = "Xu, N. and Shu, J. and Zheng, R.Y. and Geng, X. and Meng, D.Y. and Zhang, M.L.",
TITLE = "Variational Label Enhancement",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "6537-6551",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142665"}
@article{bb146728,
AUTHOR = "Dai, Y. and Song, W.W. and Gao, Z. and Fang, L.Y.",
TITLE = "Global-guided weakly-supervised learning for multi-label image
classification",
JOURNAL = JVCIR,
VOLUME = "93",
YEAR = "2023",
PAGES = "103823",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142666"}
@article{bb146729,
AUTHOR = "Klonecki, T. and Teisseyre, P. and Lee, J.",
TITLE = "Cost-constrained feature selection in multilabel classification using
an information-theoretic approach",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
PAGES = "109605",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142667"}
@article{bb146730,
AUTHOR = "Zhang, J. and Ren, J.F. and Zhang, Q. and Liu, J. and Jiang, X.D.",
TITLE = "Spatial Context-Aware Object-Attentional Network for Multi-Label
Image Classification",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "3000-3012",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142668"}
@article{bb146731,
AUTHOR = "Wang, Y.X. and Chen, L. and Zhou, J. and Li, T.J. and Yu, Y.F.",
TITLE = "Low-rank kernel regression with preserved locality for multi-class
analysis",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
PAGES = "109601",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142669"}
@article{bb146732,
AUTHOR = "Masuyama, N. and Nojima, Y. and Loo, C.K. and Ishibuchi, H.",
TITLE = "Multi-Label Classification via Adaptive Resonance Theory-Based
Clustering",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "8696-8712",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142670"}
@article{bb146733,
AUTHOR = "Wang, R. and Chen, S. and Yu, Y.",
TITLE = "Extending version-space theory to multi-label active learning with
imbalanced data",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109690",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142671"}
@article{bb146734,
AUTHOR = "Gupta, A. and Narayan, S. and Khan, S. and Khan, F.S. and Shao, L. and van de Weijer, J.",
TITLE = "Generative Multi-Label Zero-Shot Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14611-14624",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142672"}
@inproceedings{bb146735,
AUTHOR = "Narayan, S. and Gupta, A. and Khan, S. and Khan, F.S. and Shao, L. and Shah, M.",
TITLE = "Discriminative Region-based Multi-Label Zero-Shot Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8711-8720",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142673"}
@article{bb146736,
AUTHOR = "Lu, Y. and Li, W.W. and Li, H.X. and Jia, X.",
TITLE = "Predicting Label Distribution From Tie-Allowed Multi-Label Ranking",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15364-15379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142674"}
@article{bb146737,
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#TT142675"}
@article{bb146738,
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#TT142676"}
@article{bb146739,
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#TT142677"}
@article{bb146740,
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#TT142678"}
@article{bb146741,
AUTHOR = "Liu, J.H. and Wei, W. and Lin, Y.J. 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#TT142679"}
@article{bb146742,
AUTHOR = "Sun, Z.Z. and Shan, S. and Zhang, H.B. and Gou, J. and Zhong, J. and Liu, J.H.",
TITLE = "Weighted Feature Graph With Adaptive Label Correlation for Partial
Multi-Label Learning",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "8324-8338",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142680"}
@article{bb146743,
AUTHOR = "Liu, J.H. and Li, T.L. and Zhang, H.B. and Sun, Z.Z. and Zhong, J. and Gou, J.",
TITLE = "Partial label feature selection with dynamic streaming labels",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112650",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142681"}
@article{bb146744,
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#TT142682"}
@article{bb146745,
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#TT142683"}
@article{bb146746,
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#TT142684"}
@article{bb146747,
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#TT142685"}
@article{bb146748,
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#TT142686"}
@article{bb146749,
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#TT142687"}
@article{bb146750,
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#TT142688"}
@inproceedings{bb146751,
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#TT142689"}
@article{bb146752,
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#TT142690"}
@article{bb146753,
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#TT142691"}
@article{bb146754,
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#TT142692"}
@article{bb146755,
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#TT142693"}
@article{bb146756,
AUTHOR = "Ma, P.R. and Ran, W. and Gu, Y.H. and Chen, H.Q. and He, Z.Q. and Lu, H.",
TITLE = "Align-then-generate: An effective cross-modal generation paradigm for
multi-label zero-shot learning",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113229",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142694"}
@article{bb146757,
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#TT142695"}
@article{bb146758,
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#TT142696"}
@article{bb146759,
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#TT142697"}
@article{bb146760,
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#TT142698"}
@article{bb146761,
AUTHOR = "Jia, Q.W. and Wang, Y. and Wang, C.Z. and Deng, T.Q.",
TITLE = "Partial Multi-Label Learning Based on Sample-Label Subspace Structure
Consistency",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "7529-7540",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142699"}
@article{bb146762,
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#TT142700"}
@article{bb146763,
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#TT142701"}
@article{bb146764,
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#TT142702"}
@article{bb146765,
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#TT142703"}
@article{bb146766,
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#TT142704"}
@article{bb146767,
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#TT142705"}
@article{bb146768,
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#TT142706"}
@article{bb146769,
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#TT142707"}
@article{bb146770,
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#TT142708"}
@article{bb146771,
AUTHOR = "Liu, B. and Huang, S. and Liu, B. and Huang, X.B. and Mu, N. and Hong, R.C. and Wang, M.",
TITLE = "HDG-CLIP: Hierarchical Dual-Granularity Vision-Semantic Alignment for
Open-Vocabulary Multi-Label Image Classification",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "7871-7882",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142709"}
@article{bb146772,
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#TT142710"}
@article{bb146773,
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#TT142711"}
@inproceedings{bb146774,
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#TT142712"}
@article{bb146775,
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#TT142713"}
@article{bb146776,
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#TT142714"}
@article{bb146777,
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#TT142715"}
@article{bb146778,
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#TT142716"}
@article{bb146779,
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#TT142717"}
@article{bb146780,
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#TT142718"}
@article{bb146781,
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#TT142719"}
@article{bb146782,
AUTHOR = "Feng, C.M. and Yu, K. and Xu, X.X. and Khan, S. and Goh, R.S.M. and Zuo, W.M. and Liu, Y.",
TITLE = "Text to Image for Multi-Label Image Recognition With Joint
Prompt-Adapter Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "7660-7674",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142720"}
@article{bb146783,
AUTHOR = "Fan, Y.L. and Liu, P.Z. and Liu, J.H.",
TITLE = "Reconstructing data representation for multi-label feature selection",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111941",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142721"}
@article{bb146784,
AUTHOR = "Zhang, C. and Xu, C. and Xie, Y. and Mao, W.J. and Yu, B.",
TITLE = "Dynamic Multi-Modal Hypergraph Learning for Semi-Supervised
Multi-Label Image Recognition",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111959",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142722"}
@article{bb146785,
AUTHOR = "Xu, X.H. and Wang, H. and Yao, J. and Zhang, Z.",
TITLE = "Learning Embedded Label-Specific Features for Partial Multi-Label
Learning",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112005",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142723"}
@article{bb146786,
AUTHOR = "Zhang, Z. and Zhou, J.L. and Yao, J. and Liu, L. and Li, J. and Li, L. and Wu, X.D.",
TITLE = "Learning label-specific features for multi-dimensional classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112365",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142724"}
@article{bb146787,
AUTHOR = "Su, Y.T. and Hong, D.Z. and Li, Y. and Jing, P.G.",
TITLE = "Low-Rank Regularized Deep Collaborative Matrix Factorization for
Micro-Video Multi-Label Classification",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "740-744",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142725"}
@article{bb146788,
AUTHOR = "Lu, W. and Li, D.S. and Nie, L.Q. and Jing, P.G. and Su, Y.T.",
TITLE = "Learning Dual Low-Rank Representation for Multi-Label Micro-Video
Classification",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "77-89",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142726"}
@article{bb146789,
AUTHOR = "Fan, F. and Su, Y.T. and Nie, L.Q. and Jing, P.G. and Hong, D.Z. and Liu, Y.",
TITLE = "Dual-Domain Aligned Deep Hierarchical Matrix Factorization Method for
Micro-Video Multi-Label Classification",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "2598-2607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142727"}
@article{bb146790,
AUTHOR = "Fan, F. and Jing, P.G. and Nie, L.Q. and Gu, H.Y. and Su, Y.T.",
TITLE = "SADCMF: Self-Attentive Deep Consistent Matrix Factorization for
Micro-Video Multi-Label Classification",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "10331-10341",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142728"}
@article{bb146791,
AUTHOR = "Jing, P.G. and Zhao, X. and Fan, F. and Yang, F. and Li, Y. and Su, Y.T.",
TITLE = "Multimodal Progressive Modulation Network for Micro-Video Multi-Label
Classification",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "10134-10144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142729"}
@article{bb146792,
AUTHOR = "Jing, P.G. and Liu, X.Y. and Wang, X.H. and Su, Y.T.",
TITLE = "Deep Matrix Factorization With Complementary Semantic Aggregation for
Micro-Video Multi-Label Classification",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1685-1689",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142730"}
@article{bb146793,
AUTHOR = "Liu, C.L. and Wen, J. and Xu, Y. and Zhang, B. and Nie, L.Q. and Zhang, M.",
TITLE = "Reliable Representation Learning for Incomplete Multi-View Missing
Multi-Label Classification",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "4940-4956",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142731"}
@article{bb146794,
AUTHOR = "Liu, Y.D. and Liu, C.L. and Wen, J. and Shen, L. and Zhang, B. and Xu, Y.",
TITLE = "Learning Compact Semantic Information and Reliable Pseudo-Labels for
Incomplete Multi-View Multi-Label Classification",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7575-7589",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142732"}
@article{bb146795,
AUTHOR = "Wen, J. and Zhao, L. and Lu, X.H. and Liu, C.L. and Shen, L. and Huang, C. and Xu, Y.",
TITLE = "Disentangling Consistent and Specific Information for Double
Incomplete Multi-View Multi-Label Classification",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7307-7320",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142733"}
@inproceedings{bb146796,
AUTHOR = "Xie, W. and Zhao, L. and Long, J. and Lu, X.H. and Nie, B.Y.",
TITLE = "Multi-View Factorizing and Disentangling: A Novel Framework for
Incomplete Multi-View Multi-Label Classification",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "1914-1923",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142734"}
@article{bb146797,
AUTHOR = "Wen, J. and Long, J. and Lu, X.H. and Liu, C.L. and Fang, X.Z. and Xu, Y.",
TITLE = "Partial Multiview Incomplete Multilabel Learning via
Uncertainty-Driven Reliable Dynamic Fusion",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "236-250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142735"}
@article{bb146798,
AUTHOR = "Wang, Y.M. and Li, Q. and Chang, D.X. and Wen, J. and Xiao, F. and Zhao, Y.",
TITLE = "A Category-Driven Contrastive Recovery Network for Double Incomplete
Multi-View Multi-Label Classification",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "4008-4017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142736"}
@article{bb146799,
AUTHOR = "Lu, X.H. and Long, J. and Zhang, H.T. and Xie, W. and Zhao, L. and Ye, Y.H. and Wen, J.",
TITLE = "Partial Multi-View Incomplete Multi-Label Learning Network With
Quality-Aware Representation Fusion",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "11186-11199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142737"}
Last update:Oct 8, 2026 at 11:03:09