@article{bb143200,
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#TT139154"}
@article{bb143201,
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#TT139155"}
@article{bb143202,
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#TT139156"}
@article{bb143203,
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#TT139157"}
@article{bb143204,
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#TT139158"}
@article{bb143205,
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#TT139159"}
@article{bb143206,
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#TT139160"}
@article{bb143207,
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#TT139161"}
@article{bb143208,
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#TT139162"}
@article{bb143209,
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#TT139163"}
@article{bb143210,
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#TT139164"}
@article{bb143211,
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#TT139165"}
@article{bb143212,
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#TT139166"}
@article{bb143213,
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#TT139167"}
@article{bb143214,
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#TT139168"}
@article{bb143215,
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#TT139169"}
@article{bb143216,
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#TT139170"}
@article{bb143217,
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#TT139171"}
@inproceedings{bb143218,
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#TT139172"}
@article{bb143219,
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#TT139173"}
@article{bb143220,
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#TT139174"}
@article{bb143221,
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#TT139175"}
@article{bb143222,
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#TT139176"}
@article{bb143223,
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#TT139177"}
@article{bb143224,
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#TT139178"}
@article{bb143225,
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#TT139179"}
@article{bb143226,
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#TT139180"}
@article{bb143227,
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#TT139181"}
@article{bb143228,
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#TT139182"}
@inproceedings{bb143229,
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#TT139183"}
@inproceedings{bb143230,
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#TT139184"}
@article{bb143231,
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#TT139185"}
@article{bb143232,
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#TT139186"}
@article{bb143233,
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#TT139187"}
@article{bb143234,
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#TT139188"}
@article{bb143235,
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#TT139189"}
@article{bb143236,
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#TT139190"}
@article{bb143237,
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#TT139191"}
@article{bb143238,
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#TT139192"}
@article{bb143239,
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#TT139193"}
@article{bb143240,
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#TT139194"}
@article{bb143241,
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#TT139195"}
@article{bb143242,
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#TT139196"}
@article{bb143243,
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#TT139197"}
@article{bb143244,
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#TT139198"}
@article{bb143245,
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#TT139199"}
@article{bb143246,
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#TT139200"}
@article{bb143247,
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#TT139201"}
@article{bb143248,
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#TT139202"}
@article{bb143249,
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#TT139203"}
@article{bb143250,
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#TT139204"}
@article{bb143251,
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#TT139205"}
@article{bb143252,
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#TT139206"}
@article{bb143253,
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#TT139207"}
@article{bb143254,
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#TT139208"}
@article{bb143255,
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#TT139209"}
@article{bb143256,
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#TT139210"}
@article{bb143257,
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#TT139211"}
@article{bb143258,
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#TT139212"}
@article{bb143259,
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#TT139213"}
@article{bb143260,
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#TT139214"}
@article{bb143261,
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#TT139215"}
@article{bb143262,
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#TT139216"}
@inproceedings{bb143263,
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#TT139217"}
@article{bb143264,
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#TT139218"}
@article{bb143265,
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#TT139219"}
@article{bb143266,
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#TT139220"}
@article{bb143267,
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#TT139221"}
@article{bb143268,
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#TT139222"}
@article{bb143269,
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#TT139223"}
@article{bb143270,
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#TT139224"}
@article{bb143271,
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#TT139225"}
@article{bb143272,
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#TT139226"}
@article{bb143273,
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#TT139227"}
@article{bb143274,
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#TT139228"}
@article{bb143275,
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#TT139229"}
@article{bb143276,
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#TT139230"}
@article{bb143277,
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#TT139231"}
@inproceedings{bb143278,
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#TT139232"}
@article{bb143279,
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#TT139233"}
@article{bb143280,
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#TT139234"}
@article{bb143281,
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#TT139235"}
@article{bb143282,
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#TT139236"}
@article{bb143283,
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#TT139237"}
@article{bb143284,
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#TT139238"}
@article{bb143285,
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#TT139239"}
@article{bb143286,
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#TT139240"}
@article{bb143287,
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#TT139241"}
@article{bb143288,
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#TT139242"}
@article{bb143289,
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#TT139243"}
@article{bb143290,
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#TT139244"}
@article{bb143291,
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#TT139245"}
@article{bb143292,
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#TT139246"}
@article{bb143293,
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#TT139247"}
@article{bb143294,
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#TT139248"}
@article{bb143295,
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#TT139249"}
@article{bb143296,
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#TT139250"}
@article{bb143297,
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#TT139251"}
@article{bb143298,
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#TT139252"}
@inproceedings{bb143299,
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#TT139253"}
Last update:Mar 28, 2026 at 17:09:41