@article{bb146600,
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#TT142538"}
@article{bb146601,
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#TT142539"}
@article{bb146602,
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#TT142540"}
@article{bb146603,
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#TT142541"}
@article{bb146604,
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#TT142542"}
@article{bb146605,
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#TT142543"}
@article{bb146606,
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#TT142544"}
@article{bb146607,
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#TT142545"}
@article{bb146608,
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#TT142546"}
@article{bb146609,
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#TT142547"}
@article{bb146610,
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#TT142548"}
@inproceedings{bb146611,
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#TT142549"}
@article{bb146612,
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#TT142550"}
@article{bb146613,
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#TT142551"}
@article{bb146614,
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#TT142552"}
@article{bb146615,
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#TT142553"}
@article{bb146616,
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#TT142554"}
@article{bb146617,
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#TT142555"}
@article{bb146618,
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#TT142556"}
@article{bb146619,
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#TT142557"}
@article{bb146620,
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#TT142558"}
@article{bb146621,
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#TT142559"}
@article{bb146622,
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#TT142560"}
@article{bb146623,
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#TT142561"}
@article{bb146624,
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#TT142562"}
@article{bb146625,
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#TT142563"}
@inproceedings{bb146626,
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#TT142564"}
@article{bb146627,
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#TT142565"}
@article{bb146628,
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#TT142566"}
@article{bb146629,
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#TT142567"}
@article{bb146630,
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#TT142568"}
@article{bb146631,
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#TT142569"}
@article{bb146632,
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#TT142570"}
@article{bb146633,
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#TT142571"}
@article{bb146634,
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#TT142572"}
@article{bb146635,
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#TT142573"}
@article{bb146636,
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#TT142574"}
@article{bb146637,
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#TT142575"}
@article{bb146638,
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#TT142576"}
@article{bb146639,
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#TT142577"}
@article{bb146640,
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#TT142578"}
@article{bb146641,
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#TT142579"}
@article{bb146642,
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#TT142580"}
@article{bb146643,
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#TT142581"}
@article{bb146644,
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#TT142582"}
@article{bb146645,
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#TT142583"}
@article{bb146646,
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#TT142584"}
@article{bb146647,
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#TT142585"}
@article{bb146648,
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#TT142586"}
@inproceedings{bb146649,
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#TT142587"}
@article{bb146650,
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#TT142588"}
@article{bb146651,
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#TT142589"}
@article{bb146652,
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#TT142590"}
@article{bb146653,
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#TT142591"}
@article{bb146654,
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#TT142592"}
@article{bb146655,
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#TT142593"}
@article{bb146656,
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#TT142594"}
@article{bb146657,
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#TT142595"}
@article{bb146658,
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#TT142596"}
@article{bb146659,
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#TT142597"}
@article{bb146660,
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#TT142598"}
@article{bb146661,
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#TT142599"}
@article{bb146662,
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#TT142600"}
@article{bb146663,
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#TT142601"}
@article{bb146664,
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#TT142602"}
@article{bb146665,
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#TT142603"}
@article{bb146666,
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#TT142604"}
@article{bb146667,
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#TT142605"}
@article{bb146668,
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#TT142606"}
@article{bb146669,
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#TT142607"}
@article{bb146670,
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#TT142608"}
@inproceedings{bb146671,
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#TT142609"}
@article{bb146672,
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#TT142610"}
@article{bb146673,
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#TT142611"}
@article{bb146674,
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#TT142612"}
@article{bb146675,
AUTHOR = "Wen, J. and Zhou, J.Y. and Lu, X.H. and Tian, Y.L. and Zhang, Z. and Shen, L. and Xu, Y.",
TITLE = "Multi-Domain Feature Integration Based Trusted Partial Multi-View
Incomplete Multi-Label Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "10",
MONTH = "October",
PAGES = "11700-11715",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142613"}
@inproceedings{bb146676,
AUTHOR = "Yan, X. and Yin, J. and Wen, J.",
TITLE = "Incomplete Multi-View Multi-Label Learning via Disentangled
Representation and Label Semantic Embedding",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30722-30731",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142614"}
@article{bb146677,
AUTHOR = "Dai, J.H. and Xu, D. and Zhang, C.",
TITLE = "Online multi-label streaming feature selection by affinity
significance, affinity relevance and affinity redundancy",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "111990",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142615"}
@article{bb146678,
AUTHOR = "Liu, T.T. and Chen, G.Q. and Wang, Y. and Li, W.H.",
TITLE = "Semantic Hierarchy-Aware Hyperbolic Representations for Multi-Label
Classification With Single Positive Labels",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3340-3344",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142616"}
@article{bb146679,
AUTHOR = "Chong, C.F. and Guo, J.L. and Yang, X. and Ke, W. and Abreu, P.H. and Wang, Y.P. and Im, S.K.",
TITLE = "LogicMix: Sample mixing data augmentation for multi-label image
classification with partial labels",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142617"}
@article{bb146680,
AUTHOR = "Liu, B.H. and Zhao, Q. and Wang, C.L. and Li, M. and Chen, L.",
TITLE = "A Voronoi Density-Based Locally Unique Network for Fine-Grained
Multi-Label Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "10083-10098",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142618"}
@article{bb146681,
AUTHOR = "Yin, T.Y. and Chen, H.M. and Wan, J.H. and Liu, K.Y. and Yuan, Z. and Luo, C. and Horng, S.J. and Li, T.R.",
TITLE = "Leveraging Fuzzy Manifold Intra-Class Correlation and Inter-Class
Separability for Online Multilabel Streaming Features Analysis",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "6933-6948",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142619"}
@article{bb146682,
AUTHOR = "Digra, M. and Dhir, R. and Sharma, N.",
TITLE = "CRLSTM-HEXNET: Hybrid Deep Learning Framework with Harris Hawk
Optimization in Multi-Label Classification",
JOURNAL = IJIG,
VOLUME = "26",
YEAR = "2026",
NUMBER = "2",
MONTH = "March",
PAGES = "2650004",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142620"}
@article{bb146683,
AUTHOR = "Zhang, S. and Liao, Z.W. and Li, J.N. and Hu, L.H. and Zhang, J.",
TITLE = "A progressive attention network with transformer for multi-label
image recognition",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142621"}
@article{bb146684,
AUTHOR = "Yu, B. and Li, W. and Zhang, C. and Mao, W.J. and Xie, Y.",
TITLE = "Dynamic deep multi-label image data augmentation based on self-paced
learning",
JOURNAL = CVIU,
VOLUME = "262",
YEAR = "2025",
PAGES = "104530",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142622"}
@article{bb146685,
AUTHOR = "Hu, Y. and Cheng, Y.C. and Xia, Y. and Wang, X.L.",
TITLE = "A variational Bayesian approach for multimodal multi-instance
classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112742",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142623"}
@article{bb146686,
AUTHOR = "Gao, Y. and Meng, Y.Y. and Xu, M. and Zhang, M.L.",
TITLE = "Data Augmentation With Regularization for Multi-Labeled Complementary
Label Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "2368-2379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142624"}
@article{bb146687,
AUTHOR = "Yang, S. and Shang, Z. and Wang, Y.Q. and Deng, D. and Chen, H.W. and Wu, X.X. and Cheng, Q.Y.",
TITLE = "Image-free multi-label image recognition via LLM-powered hierarchical
prompt tuning",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142625"}
@article{bb146688,
AUTHOR = "Zhu, R.J. and Wu, X.X. and Yang, S. and Shi, Y.H. and Wang, Z.",
TITLE = "Open-vocabulary multi-label action recognition in movies via
LLM-enhanced prompt tuning",
JOURNAL = CVIU,
VOLUME = "271",
YEAR = "2026",
PAGES = "104876",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142626"}
@article{bb146689,
AUTHOR = "Qu, G. and Guan, X.W. and Wen, F. and Zou, X.Y.",
TITLE = "From Prompts to Self-Prompts: Parameter-Efficient Multi-Label Remote
Sensing via Mask-Guided Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "3",
PAGES = "518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142627"}
@article{bb146690,
AUTHOR = "Xiao, X.Y. and Qi, S.H. and Wu, Y.L. and Chen, B. and Xing, C. and Wang, X.",
TITLE = "Dual Feature Fusion for Incomplete Multi-View Multi-Label Learning",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "1329-1341",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142628"}
@article{bb146691,
AUTHOR = "Zhong, J.Y. and Shang, R.H. and Mao, S. and Ren, J.H. and Feng, J.",
TITLE = "Correlation-Induced Negative Suppression Disambiguation Loss for
Partial Multi-Label Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4242-4258",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142629"}
@article{bb146692,
AUTHOR = "Wu, L. and Zheng, K. and Xie, Y. and Cheng, Z.T. and Cui, J.R.",
TITLE = "Consistency-diversity trade-off and label-guided learning for
double-incomplete multi-view multi-label classification",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142630"}
@article{bb146693,
AUTHOR = "Liu, Y.H. and Pang, Y.Z. and Han, Y.J. and Li, Y.H. and Gao, W.",
TITLE = "Multi-label feature selection considering candidate space internal
information",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113416",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142631"}
@article{bb146694,
AUTHOR = "Liu, J.Q. and Zhang, H.Y. and Dong, K.Z. and Hao, F.",
TITLE = "FastGRAIL: Anchor-graph-based fast adaptive partial multi-label
learning with label correlations",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113457",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142632"}
@article{bb146695,
AUTHOR = "Xie, H. and Dai, J.H.",
TITLE = "Partial multi-label learning with discriminative feature subspace and
dynamic label correlation",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142633"}
@article{bb146696,
AUTHOR = "Sun, Q.H. and Wang, H. and Wang, S. and Yang, T. and Zhao, H. and Fan, X.W.",
TITLE = "MSDR-Net: Multiscale Dynamic Reasoning for Multi-Label Remote Sensing
Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "11",
PAGES = "1798",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142634"}
@article{bb146697,
AUTHOR = "Xiong, Y.S. and Li, W.W. and Jia, X.",
TITLE = "Single positive multi-label learning via label ranking relationship",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113542",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142635"}
@article{bb146698,
AUTHOR = "Xie, M.K. and Xiao, J.H. and Liu, H.Z. and Niu, G. and Sugiyama, M. and Huang, S.J.",
TITLE = "Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised
Multi-Label Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "8444-8455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142636"}
@article{bb146699,
AUTHOR = "Yang, H.K. and Chen, H.M. and Xiang, B. and Yuan, Z. and Li, T.R.",
TITLE = "Partial multi-label feature selection via dual-space combination and
disambiguation strategy fusion",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113537",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT142637"}
Last update:Sep 30, 2026 at 11:45:00