@article{bb145300,
        AUTHOR = "Akbarnejad, A. and Baghshah, M.S.",
        TITLE = "A probabilistic multi-label classifier with missing and noisy labels
handling capability",
        JOURNAL = PRL,
        VOLUME = "89",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "18-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141249"}

@article{bb145301,
        AUTHOR = "Wu, J. and Ye, C. and Sheng, V.S. and Zhang, J. and Zhao, P.P. and Cui, Z.M.",
        TITLE = "Active Learning with Label Correlation Exploration for Multi-Label
Image Classification",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "577-584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141250"}

@inproceedings{bb145302,
        AUTHOR = "Wu, J. and Sheng, V.S. and Zhang, J. and Zhao, P.P. and Cui, Z.M.",
        TITLE = "Multi-Label Active Learning for Image Classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5227-5231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141251"}

@inproceedings{bb145303,
        AUTHOR = "Ye, C. and Wu, J. and Sheng, V.S. and Zhao, P.P. and Cui, Z.M.",
        TITLE = "Multi-Label Active Learning with Label Correlation for Image
Classification",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3437-3441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141252"}

@article{bb145304,
        AUTHOR = "Du, G.D. and Zhang, J. and Zhang, N. and Wu, H.R. and Wu, P.L. and Li, S.Z.",
        TITLE = "Semi-Supervised Imbalanced Multi-Label Classification with Label
Propagation",
        JOURNAL = PR,
        VOLUME = "150",
        YEAR = "2024",
        PAGES = "110358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141253"}

@article{bb145305,
        AUTHOR = "Tan, A. and Liang, J. and Wu, W.Z. and Zhang, J.",
        TITLE = "Semi-Supervised Partial Multi-Label Classification via Consistency
Learning",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141254"}

@article{bb145306,
        AUTHOR = "Barezi, E.J. and Kwok, J.T. and Rabiee, H.R.",
        TITLE = "Multi-Label learning in the independent label sub-spaces",
        JOURNAL = PRL,
        VOLUME = "97",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "8-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141255"}

@article{bb145307,
        AUTHOR = "Rabiee, H.R. and Kwok, J.T. and Barezi, E.J.",
        TITLE = "Multi-Label learning in the independent label sub-spaces",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141255"}

@article{bb145308,
        AUTHOR = "Sun, L. and Kudo, M.",
        TITLE = "Optimization of classifier chains via conditional likelihood
maximization",
        JOURNAL = PR,
        VOLUME = "74",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "503-517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141256"}

@article{bb145309,
        AUTHOR = "Trajdos, P. and Kurzynski, M.",
        TITLE = "Weighting scheme for a pairwise multi-label classifier based on the
fuzzy confusion matrix",
        JOURNAL = PRL,
        VOLUME = "103",
        YEAR = "2018",
        PAGES = "60-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141257"}

@article{bb145310,
        AUTHOR = "Zhang, H. and Wu, W. and Wang, D.",
        TITLE = "Multi-instance multi-label learning of natural scene images: via sparse
coding and multi-layer neural network",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "305-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141258"}

@article{bb145311,
        AUTHOR = "Wang, S.F. and Chen, S.Y. and Chen, T.F. and Shi, X.X.",
        TITLE = "Learning with privileged information for multi-Label classification",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "60-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141259"}

@article{bb145312,
        AUTHOR = "Ahmadi, Z. and Kramer, S.",
        TITLE = "A label compression method for online multi-label classification",
        JOURNAL = PRL,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "64-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141260"}

@article{bb145313,
        AUTHOR = "Zhang, J. and Wu, Q. and Shen, C. and Zhang, J. and Lu, J.",
        TITLE = "Multilabel Image Classification With Regional Latent Semantic
Dependencies",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2801-2813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141261"}

@article{bb145314,
        AUTHOR = "Jin, C. and Jin, S.W.",
        TITLE = "Multi-label automatic image annotation approach based on multiple
improvement strategies",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "623-633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141262"}

@article{bb145315,
        AUTHOR = "Kumar, V. and Pujari, A.K. and Padmanabhan, V. and Kagita, V.R.",
        TITLE = "Group preserving label embedding for multi-label classification",
        JOURNAL = PR,
        VOLUME = "90",
        YEAR = "2019",
        PAGES = "23-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141263"}

@article{bb145316,
        AUTHOR = "Nguyen, T.T. and Nguyen, T.T.T. and Luong, A.V. and Nguyen, Q.V.H. and Liew, A.W.C. and Stantic, B.",
        TITLE = "Multi-label classification via label correlation and first order
feature dependance in a data stream",
        JOURNAL = PR,
        VOLUME = "90",
        YEAR = "2019",
        PAGES = "35-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141264"}

@article{bb145317,
        AUTHOR = "Yu, W.J. and Chen, Z.D. and Luo, X. and Liu, W. and Xu, X.S.",
        TITLE = "DELTA: A deep dual-stream network for multi-label image
classification",
        JOURNAL = PR,
        VOLUME = "91",
        YEAR = "2019",
        PAGES = "322-331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141265"}

@article{bb145318,
        AUTHOR = "Zhang, J. and Zhang, J. and Dai, T. and He, Z.Z.",
        TITLE = "Exploring Weighted Dual Graph Regularized Non-Negative Matrix
Tri-Factorization Based Collaborative Filtering Framework for
Multi-Label Annotation of Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141266"}

@article{bb145319,
        AUTHOR = "Lyu, F. and Wu, Q. and Hu, F.Y. and Wu, Q.Y. and Tan, M.K.",
        TITLE = "Attend and Imagine: Multi-Label Image Classification With Visual
Attention and Recurrent Neural Networks",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1971-1981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141267"}

@article{bb145320,
        AUTHOR = "Chen, L. and Wang, R.G. and Yang, J. and Xue, L.X. and Hu, M.",
        TITLE = "Multi-label image classification with recurrently learning semantic
dependencies",
        JOURNAL = VC,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1361-1371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141268"}

@article{bb145321,
        AUTHOR = "Xue, L.X. and Jiang, D. and Wang, R.G. and Yang, J. and Hu, M.",
        TITLE = "Learning semantic dependencies with channel correlation for multi-label
classification",
        JOURNAL = VC,
        VOLUME = "36",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1325-1335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141269"}

@article{bb145322,
        AUTHOR = "Huang, S.J. and Gao, W. and Zhou1, Z.H.",
        TITLE = "Fast Multi-Instance Multi-Label Learning",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2614-2627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141270"}

@article{bb145323,
        AUTHOR = "Zhang, Y. and Wang, Y. and Liu, X.Y. and Mi, S. and Zhang, M.L.",
        TITLE = "Large-scale multi-label classification using unknown streaming images",
        JOURNAL = PR,
        VOLUME = "99",
        YEAR = "2020",
        PAGES = "107100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141271"}

@article{bb145324,
        AUTHOR = "Vanegas, J.A. and Beltran, V. and Escalante, H.J. and Gonzalez, F.A.",
        TITLE = "Transductive non-linear semantic embedding for multi-class
classification",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "370-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141272"}

@article{bb145325,
        AUTHOR = "Dai, Y. and Li, Y. and Li, S.T.",
        TITLE = "Multi-label learning for concept-oriented labels of product image
data",
        JOURNAL = IVC,
        VOLUME = "93",
        YEAR = "2020",
        PAGES = "103821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141273"}

@article{bb145326,
        AUTHOR = "Xia, Y.X. and d'Angelo, P. and Tian, J.J. and Fraundorfer, F. and Reinartz, P.",
        TITLE = "Multi-Label Learning based Semi-Global Matching Forest",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141274"}

@article{bb145327,
        AUTHOR = "Yeh, M.C. and Li, Y.N.",
        TITLE = "Multilabel Deep Visual-Semantic Embedding",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1530-1536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141275"}

@article{bb145328,
        AUTHOR = "Hu, L. and Li, Y.H. and Gao, W.F. and Zhang, P. and Hu, J.C.",
        TITLE = "Multi-label feature selection with shared common mode",
        JOURNAL = PR,
        VOLUME = "104",
        YEAR = "2020",
        PAGES = "107344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141276"}

@article{bb145329,
        AUTHOR = "Cevikalp, H. and Benligiray, B. and Gerek, O.N.",
        TITLE = "Semi-supervised robust deep neural networks for multi-label image
classification",
        JOURNAL = PR,
        VOLUME = "100",
        YEAR = "2020",
        PAGES = "107164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141277"}

@article{bb145330,
        AUTHOR = "Zhu, P.P. and Tan, Y.M. and Zhang, L.Q. and Wang, Y.B. and Mei, J. and Liu, H. and Wu, M.F.",
        TITLE = "Deep Learning for Multilabel Remote Sensing Image Annotation With
Dual-Level Semantic Concepts",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4047-4060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141278"}

@article{bb145331,
        AUTHOR = "Hua, Y.S. and Mou, L.C. and Zhu, X.X.",
        TITLE = "Relation Network for Multilabel Aerial Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4558-4572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141279"}

@article{bb145332,
        AUTHOR = "Ma, Z.C. and Chen, S.C.",
        TITLE = "Expand globally, shrink locally: Discriminant multi-label learning
with missing labels",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141280"}

@article{bb145333,
        AUTHOR = "Lv, J.Q. and Wu, T.R. and Peng, C.L. and Liu, Y.P. and Xu, N. and Geng, X.",
        TITLE = "Compact learning for multi-label classification",
        JOURNAL = PR,
        VOLUME = "113",
        YEAR = "2021",
        PAGES = "107833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141281"}

@article{bb145334,
        AUTHOR = "Quintanilla, E. and Rawat, Y. and Sakryukin, A. and Shah, M. and Kankanhalli, M.S.",
        TITLE = "Adversarial Learning for Personalized Tag Recommendation",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "1083-1094",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141282"}

@article{bb145335,
        AUTHOR = "Yun, D.J. and Ryu, J.B. and Lim, J.W.",
        TITLE = "Dual aggregated feature pyramid network for multi label
classification",
        JOURNAL = PRL,
        VOLUME = "144",
        YEAR = "2021",
        PAGES = "75-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141283"}

@article{bb145336,
        AUTHOR = "Xu, C. and Gu, S.L. and Tao, H. and Hou, C.P.",
        TITLE = "Fragmentary label distribution learning via graph regularized maximum
entropy criteria",
        JOURNAL = PRL,
        VOLUME = "145",
        YEAR = "2021",
        PAGES = "147-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141284"}

@article{bb145337,
        AUTHOR = "Xu, J.H. and Tian, H.D. and Wang, Z.Y. and Wang, Y. and Kang, W.X. and Chen, F.",
        TITLE = "Joint Input and Output Space Learning for Multi-Label Image
Classification",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "1696-1707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141285"}

@article{bb145338,
        AUTHOR = "Chu, W.T. and Huang, S.H.",
        TITLE = "Multi-label image recognition by using semantics consistency, object
correlation, and multiple samples",
        JOURNAL = JVCIR,
        VOLUME = "77",
        YEAR = "2021",
        PAGES = "103067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141286"}

@article{bb145339,
        AUTHOR = "Sun, S.L. and Zong, D.M.",
        TITLE = "LCBM: A Multi-View Probabilistic Model for Multi-Label Classification",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2682-2696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141287"}

@article{bb145340,
        AUTHOR = "Gao, B.B. and Zhou, H.Y.",
        TITLE = "Learning to Discover Multi-Class Attentional Regions for Multi-Label
Image Recognition",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "5920-5932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141288"}

@article{bb145341,
        AUTHOR = "Song, G.L. and Wang, S.H. and Huang, Q.M. and Tian, Q.",
        TITLE = "Learning Feature Representation and Partial Correlation for
Multimodal Multi-Label Data",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "1882-1894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141289"}

@article{bb145342,
        AUTHOR = "Fan, Y.L. and Liu, J.H. and Liu, P.Z. and Du, Y.Z. and Lan, W.Y. and Wu, S.X.",
        TITLE = "Manifold learning with structured subspace for multi-label feature
selection",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141290"}

@article{bb145343,
        AUTHOR = "Fan, Y.L. and Liu, J.H. and Tang, J.E. and Liu, P.Z. and Lin, Y.J. and Du, Y.Z.",
        TITLE = "Learning correlation information for multi-label feature selection",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141291"}

@article{bb145344,
        AUTHOR = "Lin, Y.J. and Li, Y.L. and Lin, S.D. and Guo, L. and Mao, Y.",
        TITLE = "Partial multi-label feature selection based on label distribution
learning",
        JOURNAL = PR,
        VOLUME = "164",
        YEAR = "2025",
        PAGES = "111523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141292"}

@article{bb145345,
        AUTHOR = "Zhang, P. and Liu, G.X. and Gao, W. and Song, J.Z.",
        TITLE = "Multi-label feature selection considering label supplementation",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141293"}

@article{bb145346,
        AUTHOR = "Hao, P.T. and Gao, W. and Hu, L.",
        TITLE = "Embedded feature fusion for multi-view multi-label feature selection",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141294"}

@article{bb145347,
        AUTHOR = "Chen, J.M. and Zhang, P. and Li, Y.H. and Gao, W.",
        TITLE = "Graph-fusion guided data reconstruction for multi-view multi-label
feature selection",
        JOURNAL = PR,
        VOLUME = "179",
        YEAR = "2026",
        PAGES = "113692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141295"}

@article{bb145348,
        AUTHOR = "Zhang, P. and Liu, G.X. and Song, J.Z.",
        TITLE = "MFSJMI: Multi-label feature selection considering join mutual
information and interaction weight",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141296"}

@article{bb145349,
        AUTHOR = "Zhang, M.L. and Fang, J.P.",
        TITLE = "Partial Multi-Label Learning via Credible Label Elicitation",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3587-3599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141297"}

@article{bb145350,
        AUTHOR = "Nakano, F.K. and Pliakos, K. and Vens, C.",
        TITLE = "Deep tree-ensembles for multi-output prediction",
        JOURNAL = PR,
        VOLUME = "121",
        YEAR = "2022",
        PAGES = "108211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141298"}

@article{bb145351,
        AUTHOR = "Li, J.L. and Li, P.P. and Hu, X.G. and Yu, K.",
        TITLE = "Learning common and label-specific features for multi-Label
classification with correlation information",
        JOURNAL = PR,
        VOLUME = "121",
        YEAR = "2022",
        PAGES = "108259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141299"}

@article{bb145352,
        AUTHOR = "Ma, X.K. and Tan, S.Y. and Xie, X.H. and Zhong, X.X. and Deng, J.J.",
        TITLE = "Joint multi-label learning and feature extraction for temporal link
prediction",
        JOURNAL = PR,
        VOLUME = "121",
        YEAR = "2022",
        PAGES = "108216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141300"}

@article{bb145353,
        AUTHOR = "Guan, Y.Y. and Zhang, B. and Li, W.H. and Wang, Y.",
        TITLE = "Semi-supervised partial multi-label classification with low-rank and
manifold constraints",
        JOURNAL = PRL,
        VOLUME = "151",
        YEAR = "2021",
        PAGES = "112-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141301"}

@article{bb145354,
        AUTHOR = "Wen, S.P. and Liu, W.W. and Yang, Y. and Zhou, P. and Guo, Z.Y. and Yan, Z. and Chen, Y.R. and Huang, T.W.",
        TITLE = "Multilabel Image Classification via Feature/Label Co-Projection",
        JOURNAL = SMCS,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7250-7259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141302"}

@article{bb145355,
        AUTHOR = "Lin, D. and Lin, J.Z. and Zhao, L. and Wang, Z.J. and Chen, Z.K.",
        TITLE = "Multilabel Aerial Image Classification With a Concept Attention Graph
Neural Network",
        JOURNAL = GeoRS,
        VOLUME = "60",
        YEAR = "2022",
        PAGES = "1-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141303"}

@article{bb145356,
        AUTHOR = "Nguyen, T. and Raich, R.",
        TITLE = "Incomplete Label Multiple Instance Multiple Label Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1320-1337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141304"}

@inproceedings{bb145357,
        AUTHOR = "Pei, Y.L. and Fern, X.L. and Raich, R.",
        TITLE = "Learning with Latent Label Hierarchy from Incomplete Multi-Label Data",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2075-2080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141305"}

@article{bb145358,
        AUTHOR = "Sun, L.J. and Feng, S.H. and Liu, J. and Lyu, G.Y. and Lang, C.Y.",
        TITLE = "Global-Local Label Correlation for Partial Multi-Label Learning",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "581-593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141306"}

@article{bb145359,
        AUTHOR = "Shen, X.B. and Dong, G.H. and Zheng, Y.H. and Lan, L. and Tsang, I.W. and Sun, Q.S.",
        TITLE = "Deep Co-Image-Label Hashing for Multi-Label Image Retrieval",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "1116-1126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141307"}

@article{bb145360,
        AUTHOR = "Huang, S. and Liu, Z. and Jin, W. and Mu, Y.",
        TITLE = "Bag dissimilarity regularized multi-instance learning",
        JOURNAL = PR,
        VOLUME = "126",
        YEAR = "2022",
        PAGES = "108583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141308"}

@article{bb145361,
        AUTHOR = "Liu, S. and Song, X.H. and Ma, Z.C. and Ganaa, E.D. and Shen, X.J.",
        TITLE = "MoRE: Multi-output residual embedding for multi-label classification",
        JOURNAL = PR,
        VOLUME = "126",
        YEAR = "2022",
        PAGES = "108584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141309"}

@article{bb145362,
        AUTHOR = "Wang, Z. and Fang, Z.L. and Li, D.D. and Yang, H. and Du, W.L.",
        TITLE = "Semantic Supplementary Network With Prior Information for Multi-Label
Image Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1848-1859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141310"}

@article{bb145363,
        AUTHOR = "Ge, X. and Wang, Y.C. and Wang, B. and Kuo, C.C.J.",
        TITLE = "CORE: A knowledge graph entity type prediction method via complex
space regression and embedding",
        JOURNAL = PRL,
        VOLUME = "157",
        YEAR = "2022",
        PAGES = "97-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141311"}

@article{bb145364,
        AUTHOR = "Li, P. and Chen, P. and Zhang, D.Z.",
        TITLE = "Cross-Modal Feature Representation Learning and Label Graph Mining in
a Residual Multi-Attentional CNN-LSTM Network for Multi-Label Aerial
Scene Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141312"}

@article{bb145365,
        AUTHOR = "Xie, M.K. and Huang, S.J.",
        TITLE = "Partial Multi-Label Learning With Noisy Label Identification",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3676-3687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141313"}

@article{bb145366,
        AUTHOR = "Xie, M.K. and Huang, S.J.",
        TITLE = "CCMN: A General Framework for Learning With Class-Conditional
Multi-Label Noise",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "154-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141314"}

@article{bb145367,
        AUTHOR = "Zhou, F.T. and Huang, S. and Liu, B. and Yang, D.",
        TITLE = "Multi-Label Image Classification via Category Prototype Compositional
Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4513-4525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT141315"}

@article{bb145368,
        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#TT141316"}

@inproceedings{bb145369,
        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#TT141317"}

@inproceedings{bb145370,
        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#TT141318"}

@article{bb145371,
        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#TT141319"}

@article{bb145372,
        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#TT141320"}

@article{bb145373,
        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#TT141321"}

@article{bb145374,
        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#TT141322"}

@article{bb145375,
        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#TT141323"}

@article{bb145376,
        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#TT141324"}

@article{bb145377,
        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#TT141325"}

@article{bb145378,
        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#TT141326"}

@article{bb145379,
        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#TT141327"}

@article{bb145380,
        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#TT141328"}

@article{bb145381,
        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#TT141329"}

@article{bb145382,
        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#TT141330"}

@article{bb145383,
        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#TT141331"}

@article{bb145384,
        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#TT141332"}

@article{bb145385,
        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#TT141333"}

@article{bb145386,
        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#TT141334"}

@article{bb145387,
        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#TT141335"}

@article{bb145388,
        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#TT141336"}

@article{bb145389,
        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#TT141337"}

@article{bb145390,
        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#TT141338"}

@article{bb145391,
        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#TT141339"}

@article{bb145392,
        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#TT141340"}

@article{bb145393,
        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#TT141341"}

@article{bb145394,
        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#TT141342"}

@article{bb145395,
        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#TT141343"}

@article{bb145396,
        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#TT141344"}

@article{bb145397,
        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#TT141345"}

@article{bb145398,
        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#TT141346"}

@article{bb145399,
        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#TT141347"}

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