@article{bb134800,
        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#TT130815"}

@article{bb134801,
        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#TT130816"}

@inproceedings{bb134802,
        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#TT130817"}

@article{bb134803,
        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#TT130818"}

@article{bb134804,
        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#TT130819"}

@article{bb134805,
        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#TT130820"}

@article{bb134806,
        AUTHOR = "Ma, P. 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#TT130821"}

@article{bb134807,
        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#TT130822"}

@article{bb134808,
        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#TT130823"}

@article{bb134809,
        AUTHOR = "Zhang, X.F. and Shao, J. and Bian, H. and Li, H. and Jia, M. and Liu, X.M.",
        TITLE = "TIM-Net: A multi-label classification network for TCM tongue images
fusing global-local features",
        JOURNAL = IET-IPR,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "7",
        PAGES = "1878-1891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130824"}

@article{bb134810,
        AUTHOR = "Yin, T. 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#TT130825"}

@article{bb134811,
        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#TT130826"}

@article{bb134812,
        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#TT130827"}

@article{bb134813,
        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#TT130828"}

@article{bb134814,
        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#TT130829"}

@article{bb134815,
        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#TT130830"}

@article{bb134816,
        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#TT130831"}

@article{bb134817,
        AUTHOR = "Chen, T.S. and Pu, T. and Pu, T. and Liu, L.B. and Shi, Y. 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#TT130832"}

@article{bb134818,
        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#TT130833"}

@article{bb134819,
        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#TT130834"}

@article{bb134820,
        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#TT130835"}

@article{bb134821,
        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#TT130836"}

@inproceedings{bb134822,
        AUTHOR = "Chen, Z.M. and Cui, Q. and Deng, R.X. and Hu, J. and Zhang, G.",
        TITLE = "Modeling Label Correlations with Latent Context for Multi-label
Recognition",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIII: 218-234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130837"}

@inproceedings{bb134823,
        AUTHOR = "Xiao, J.H. and Xie, M.K. and Fan, H.B. and Niu, G. and Sugiyama, M. and Huang, S.J.",
        TITLE = "Dual-decoupling Learning and Metric-adaptive Thresholding for
Semi-supervised Multi-label Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LII: 437-454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130838"}

@inproceedings{bb134824,
        AUTHOR = "Xia, X.B. and Deng, J.K. and Bao, W. and Du, Y.X. and Han, B. and Shan, S.G. and Liu, T.L.",
        TITLE = "Holistic Label Correction for Noisy Multi-Label Classification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1483-1493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130839"}

@inproceedings{bb134825,
        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#TT130840"}

@inproceedings{bb134826,
        AUTHOR = "Li, M. and Wang, D.S. and Liu, X.Y. and Zeng, Z.Q. and Lu, R.Y. and Chen, B. and Zhou, M.Y.",
        TITLE = "PatchCT: Aligning Patch Set and Label Set with Conditional Transport
for Multi-Label Image Classification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15302-15312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130841"}

@inproceedings{bb134827,
        AUTHOR = "Verelst, T. and Rubenstein, P.K. and Eichner, M. and Tuytelaars, T. and Berman, M.",
        TITLE = "Spatial Consistency Loss for Training Multi-Label Classifiers from
Single-Label Annotations",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "3868-3878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130842"}

@inproceedings{bb134828,
        AUTHOR = "Hsieh, C.Y. and Chang, C.J. and Yang, F.E. and Wang, Y.C.A.F.",
        TITLE = "Self-Supervised Pyramid Representation Learning for Multi-Label
Visual Analysis and Beyond",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2695-2704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130843"}

@inproceedings{bb134829,
        AUTHOR = "Kimura, K. and Bao, J.Q. and Kudo, M. and Sun, L.",
        TITLE = "Retargeted Regression Methods for Multi-label Learning",
        BOOKTITLE = SSSPR22,
        YEAR = "2022",
        PAGES = "203-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130844"}

@inproceedings{bb134830,
        AUTHOR = "Yazici, V.O. and van de Weijer, J. and Yu, L.L.",
        TITLE = "Visual Transformers with Primal Object Queries for Multi-Label Image
Classification",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3014-3020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130845"}

@inproceedings{bb134831,
        AUTHOR = "Zhou, D.H. and Chen, P.F. and Wang, Q. and Chen, G.Y. and Heng, P.A.",
        TITLE = "Acknowledging the Unknown for Multi-Label Learning with Single Positive
Labels",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:423-440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130846"}

@inproceedings{bb134832,
        AUTHOR = "Ke, B. and Zhu, Y.Q. and Li, M.T. and Shu, X.J. and Qiao, R.Z. and Ren, B.",
        TITLE = "Hyperspherical Learning in Multi-Label Classification",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXV:38-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130847"}

@inproceedings{bb134833,
        AUTHOR = "Lin, D. and Chen, Z.K. and Zhao, L. and Wang, K.",
        TITLE = "Multi-label Aerial Image Classification Based on Image-Specific
Concept Graphs",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "121-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130848"}

@inproceedings{bb134834,
        AUTHOR = "Lan, Z. and Maeda, K. and Ogawa, T. and Haseyama, M.",
        TITLE = "GCN-Based Multi-Modal Multi-Label Attribute Classification in Anime
Illustration Using Domain-Specific Semantic Features",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2021-2025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130849"}

@inproceedings{bb134835,
        AUTHOR = "Dong, N.Q. and Wang, J.Y. and Voiculescu, I.",
        TITLE = "Revisiting Vicinal Risk Minimization for Partially Supervised
Multi-Label Classification Under Data Scarcity",
        BOOKTITLE = L3D-IVU22,
        YEAR = "2022",
        PAGES = "4211-4219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130850"}

@inproceedings{bb134836,
        AUTHOR = "Kim, Y. and Kim, J.M. and Akata, Z. and Lee, J.",
        TITLE = "Large Loss Matters in Weakly Supervised Multi-Label Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14136-14145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130851"}

@inproceedings{bb134837,
        AUTHOR = "Ben Baruch, E. and Ridnik, T. and Friedman, I. and Ben Cohen, A. and Zamir, N. and Noy, A. and Zelnik Manor, L.",
        TITLE = "Multi-label Classification with Partial Annotations using Class-aware
Selective Loss",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "4754-4762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130852"}

@inproceedings{bb134838,
        AUTHOR = "Ben Cohen, A. and Zamir, N. and Baruch, E.B. and Friedman, I. and Zelnik Manor, L.",
        TITLE = "Semantic Diversity Learning for Zero-Shot Multi-label Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "620-630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130853"}

@inproceedings{bb134839,
        AUTHOR = "Hu, S. and Ke, L.P. and Wang, X. and Lyu, S.W.",
        TITLE = "TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "7629-7637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130854"}

@inproceedings{bb134840,
        AUTHOR = "Zhu, K. and Wu, J.X.",
        TITLE = "Residual Attention: A Simple but Effective Method for Multi-Label
Recognition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "184-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130855"}

@inproceedings{bb134841,
        AUTHOR = "Chen, M. and Wang, G.J. and Xue, J.H. and Ding, Z.J. and Sun, L.",
        TITLE = "Enhance Via Decoupling: Improving Multi-Label Classifiers With
Variational Feature Augmentation",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1329-1333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130856"}

@inproceedings{bb134842,
        AUTHOR = "Guo, H. and Wang, S.",
        TITLE = "Long-Tailed Multi-Label Visual Recognition by Collaborative Training
on Uniform and Re-balanced Samplings",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15084-15093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130857"}

@inproceedings{bb134843,
        AUTHOR = "Lanchantin, J. and Wang, T.L. and Ordonez, V. and Qi, Y.J.",
        TITLE = "General Multi-label Image Classification with Transformers",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16473-16483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130858"}

@inproceedings{bb134844,
        AUTHOR = "Magri, L. and Leveni, F. and Boracchi, G.",
        TITLE = "MultiLink: Multi-class Structure Recovery via Agglomerative
Clustering and Model Selection",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "1853-1862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130859"}

@inproceedings{bb134845,
        AUTHOR = "Song, Z. and Chang, D.L. and Ma, Z.Y. and Li, X.X. and Tan, Z.H.",
        TITLE = "CC-Loss: Channel Correlation Loss for Image Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7601-7608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130860"}

@inproceedings{bb134846,
        AUTHOR = "Li, Y.N. and Yang, L.",
        TITLE = "More Correlations Better Performance: Fully Associative Networks for
Multi-label Image Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9437-9444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130861"}

@inproceedings{bb134847,
        AUTHOR = "Koßmann, D. and Wilhelm, T. and Fink, G.A.",
        TITLE = "Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5782-5789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130862"}

@inproceedings{bb134848,
        AUTHOR = "Campos, L.S. and Salvadeo, D.H.P.",
        TITLE = "Multi-label Classification of Panoramic Radiographic Images Using a
Convolutional Neural Network",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:346-358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130863"}

@inproceedings{bb134849,
        AUTHOR = "Maeda, K. and Takahashi, S. and Ogawa, T. and Haseyama, M.",
        TITLE = "Feature Integration Via Geometrical Supervised Multi-View Multi-Label
Canonical Correlation For Incomplete Label Assignment",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "46-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130864"}

@inproceedings{bb134850,
        AUTHOR = "Ma, J.H. and Liu, Y.",
        TITLE = "Latent Topic-aware Multi-label Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIV:558-573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130865"}

@inproceedings{bb134851,
        AUTHOR = "Li, J.B. and Zhang, C.Q. and Zhu, P.F. and Wu, B.Y. and Chen, L. and Hu, Q.H.",
        TITLE = "SPL-MLL: Selecting Predictable Landmarks for Multi-label Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IX:783-799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130866"}

@inproceedings{bb134852,
        AUTHOR = "Wu, T. and Huang, Q.Q. and Liu, Z.W. and Wang, Y. and Lin, D.H.",
        TITLE = "Distribution-balanced Loss for Multi-label Classification in
Long-tailed Datasets",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:162-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130867"}

@inproceedings{bb134853,
        AUTHOR = "Oguz Yazici, V. and Gonzalez Garcia, A. and Ramisa, A. and Twardowski, B. and van de Weijer, J.",
        TITLE = "Orderless Recurrent Models for Multi-Label Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13437-13446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130868"}

@inproceedings{bb134854,
        AUTHOR = "Rajat and Varshney, M. and Singh, P. and Namboodiri, V.P.",
        TITLE = "Minimizing Supervision in Multi-label Categorization",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "93-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130869"}

@inproceedings{bb134855,
        AUTHOR = "Huynh, D. and Elhamifar, E.",
        TITLE = "Interactive Multi-Label CNN Learning With Partial Labels",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9420-9429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130870"}

@inproceedings{bb134856,
        AUTHOR = "Guan, Z.Q. and Yager, K.G. and Yu, D.T. and Qin, H.",
        TITLE = "Multi-Label Visual Feature Learning with Attentional Aggregation",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2190-2198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130871"}

@inproceedings{bb134857,
        AUTHOR = "Trajdos, P. and Kurzynski, M.",
        TITLE = "Dynamic Classifier Chains for Multi-label Learning",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
        PAGES = "567-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130872"}

@inproceedings{bb134858,
        AUTHOR = "Wang, Q. and Jia, N. and Breckon, T.P.",
        TITLE = "A Baseline for Multi-Label Image Classification Using an Ensemble of
Deep Convolutional Neural Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "644-648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130873"}

@inproceedings{bb134859,
        AUTHOR = "Chen, Z. and Lin, J. and Wang, Z. and Chandrasekhar, V. and Lin, W.",
        TITLE = "Beyond Ranking Loss:
Deep Holographic Networks for Multi-Label Video Search",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "879-883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130874"}

@inproceedings{bb134860,
        AUTHOR = "Abdelfattah, R. and Guo, Q. and Li, X.G. and Wang, X.F. and Wang, S.",
        TITLE = "CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image
Classification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1348-1357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130875"}

@inproceedings{bb134861,
        AUTHOR = "Abdelfattah, R. and Zhang, X. and Wu, Z.Y. and Wu, X.Y. and Wang, X.F. and Wang, S.",
        TITLE = "Plmcl: Partial-label Momentum Curriculum Learning for Multi-label Image
Classification",
        BOOKTITLE = LLID22,
        YEAR = "2022",
        PAGES = "39-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130876"}

@inproceedings{bb134862,
        AUTHOR = "Zhang, M.Y. and Li, C.S. and Wang, X.F.",
        TITLE = "Multi-View Metric Learning for Multi-Label Image Classification",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2134-2138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130877"}

@inproceedings{bb134863,
        AUTHOR = "Jiang, B. and Zhou, L. and Lin, L. and Xu, B. and Yu, J. and Zheng, X. and Wu, K.",
        TITLE = "A Real-Time Multi-Label Classification System for Short Videos",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "534-538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130878"}

@inproceedings{bb134864,
        AUTHOR = "Guo, B. and Hou, C. and Shan, J. and Yi, D.",
        TITLE = "Low Rank Multi-Label Classification with Missing Labels",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "417-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130879"}

@inproceedings{bb134865,
        AUTHOR = "Firman, M. and Campbell, N.D.F. and Agapito, L. and Brostow, G.J.",
        TITLE = "DiverseNet: When One Right Answer is not Enough",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5598-5607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130880"}

@inproceedings{bb134866,
        AUTHOR = "Chu, H.M. and Yeh, C.K. and Wang, Y.C.A.F.",
        TITLE = "Deep Generative Models for Weakly-Supervised Multi-Label Classification",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "II: 409-425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130881"}

@inproceedings{bb134867,
        AUTHOR = "Hong, D.F. and Yokoya, N. and Xu, J. and Zhu, X.X.",
        TITLE = "Joint and Progressive Learning from High-Dimensional Data for
Multi-label Classification",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 478-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130882"}

@inproceedings{bb134868,
        AUTHOR = "Raimundo, M.M. and von Zuben, F.J.",
        TITLE = "Many-Objective Ensemble-Based Multilabel Classification",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "365-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130883"}

@inproceedings{bb134869,
        AUTHOR = "Xie, P. and Salakhutdinov, R. and Mou, L. and Xing, E.P.",
        TITLE = "Deep Determinantal Point Process for Large-Scale Multi-label
Classification",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "473-482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130884"}

@inproceedings{bb134870,
        AUTHOR = "Ghosh, A. and Sekhar, C.C.",
        TITLE = "Label Correlation Propagation for Semi-supervised Multi-label Learning",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "52-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130885"}

@inproceedings{bb134871,
        AUTHOR = "Singh, A.K. and Sekhar, C.C.",
        TITLE = "A Two-Stage Conditional Random Field Model Based Framework for
Multi-Label Classification",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "69-76",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130886"}

@inproceedings{bb134872,
        AUTHOR = "Yang, H. and Zhou, J.T. and Cai, J. and Ong, Y.S.",
        TITLE = "MIML-FCN+: Multi-Instance Multi-Label Learning via Fully
Convolutional Networks with Privileged Information",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5996-6004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130887"}

@article{bb134873,
        AUTHOR = "Gong, M.G. and Gao, Y. and Wu, Y. and Zhang, Y.Q. and Qin, A.K. and Ong, Y.S.",
        TITLE = "Heterogeneous Multi-Party Learning With Data-Driven Network Sampling",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13328-13343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130888"}

@inproceedings{bb134874,
        AUTHOR = "Zhu, F. and Li, H.S. and Ouyang, W.L. and Yu, N.H. and Wang, X.G.",
        TITLE = "Learning Spatial Regularization with Image-Level Supervisions for
Multi-label Image Classification",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2027-2036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130889"}

@inproceedings{bb134875,
        AUTHOR = "Kimura, K. and Kudo, M. and Sun, L. and Koujaku, S.",
        TITLE = "Fast random k-labELsets for large-scale multi-label classification",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "438-443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130890"}

@inproceedings{bb134876,
        AUTHOR = "Guo, Y.M. and Chung, F.L. and Li, G.Z.",
        TITLE = "Multi-label learning with globAl densiTy fusiOn Mapping features",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "462-467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130891"}

@inproceedings{bb134877,
        AUTHOR = "Sun, L. and Kudo, M. and Kimura, K.",
        TITLE = "Multi-label classification with meta-label-specific features",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1612-1617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130892"}

@inproceedings{bb134878,
        AUTHOR = "Norov Erdene, B. and Kudo, M. and Sun, L. and Kimura, K.",
        TITLE = "Locality in multi-label classification problems",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2319-2324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130893"}

@inproceedings{bb134879,
        AUTHOR = "Kanehira, A. and Shin, A. and Harada, T.",
        TITLE = "True-negative label selection for large-scale multi-label learning",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3673-3678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130894"}

@inproceedings{bb134880,
        AUTHOR = "Li, C.H. and Kang, Q. and Ge, G.J. and Song, Q. and Lu, H.Q. and Cheng, J.",
        TITLE = "DeepBE: Learning Deep Binary Encoding for Multi-label Classification",
        BOOKTITLE = ChaLearn16,
        YEAR = "2016",
        PAGES = "744-751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130895"}

@inproceedings{bb134881,
        AUTHOR = "Wang, J. and Yang, Y. and Mao, J. and Huang, Z. and Huang, C. and Xu, W.",
        TITLE = "CNN-RNN: A Unified Framework for Multi-label Image Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2285-2294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130896"}

@inproceedings{bb134882,
        AUTHOR = "Yang, H. and Zhou, J.T.Y. and Cai, J.F.",
        TITLE = "Improving Multi-label Learning with Missing Labels by Structured
Semantic Correlations",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "I: 835-851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130897"}

@inproceedings{bb134883,
        AUTHOR = "Kimura, K. and Kudo, M. and Sun, L.",
        TITLE = "Simultaneous Nonlinear Label-Instance Embedding for Multi-label
Classification",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "15-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130898"}

@inproceedings{bb134884,
        AUTHOR = "Kwok, J.T.",
        TITLE = "Learning from High-Dimensional Data in Multitask/Multilabel
Classification",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "16-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130899"}

@inproceedings{bb134885,
        AUTHOR = "Sun, F.M. and Xu, M.X. and Jiang, X.J.",
        TITLE = "Robust Multi-Label Image Classification with Semi-Supervised Learning
and Active Learning",
        BOOKTITLE = MMMod15,
        YEAR = "2015",
        PAGES = "II: 512-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130900"}

@inproceedings{bb134886,
        AUTHOR = "Sechidis, K. and Nikolaou, N. and Brown, G.",
        TITLE = "Information Theoretic Feature Selection in Multi-label Data through
Composite Likelihood",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "143-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130901"}

@article{bb134887,
        AUTHOR = "Zhang, L.F. and Shah, S.K. and Kakadiaris, I.A.",
        TITLE = "Hierarchical Multi-label Classification using Fully Associative
Ensemble Learning",
        JOURNAL = PR,
        VOLUME = "70",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "89-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130902"}

@inproceedings{bb134888,
        AUTHOR = "Zhang, L.F. and Shah, S.K. and Kakadiaris, I.A.",
        TITLE = "Fully Associative Ensemble Learning for Hierarchical Multi-Label
Classification",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130903"}

@inproceedings{bb134889,
        AUTHOR = "Reyes Pupo, O.G. and Morell, C. and Ventura Soto, S.",
        TITLE = "ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "II:528-535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130904"}

@inproceedings{bb134890,
        AUTHOR = "Cai, X. and Nie, F.P. and Cai, W.D. and Huang, H.",
        TITLE = "New Graph Structured Sparsity Model for Multi-label Image Annotations",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "801-808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130905"}

@inproceedings{bb134891,
        AUTHOR = "Kong, D.G. and Ding, C. and Huang, H. and Zhao, H.F.",
        TITLE = "Multi-label ReliefF and F-statistic feature selections for image
annotation",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2352-2359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130906"}

@inproceedings{bb134892,
        AUTHOR = "Nowak, S. and Llorente, A. and Motta, E. and Ruger, S.",
        TITLE = "The effect of semantic relatedness measures on multi-label
classification evaluation",
        BOOKTITLE = CIVR10,
        YEAR = "2010",
        PAGES = "303-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT130907"}

@article{bb134893,
        AUTHOR = "Mattson, R.L. and Firschein, O.",
        TITLE = "Feature Word Construction for Use with Pattern Recognition Algorithms:
An Experimental Study",
        JOURNAL = JACM,
        VOLUME = "10",
        YEAR = "1963",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "458-477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT130908"}

@article{bb134894,
        AUTHOR = "Dressler, R.F. and Werner, W.",
        TITLE = "Error Rates for Two Methods of Statistical Pattern Recognition",
        JOURNAL = JACM,
        VOLUME = "11",
        YEAR = "1964",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "471-480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT130909"}

@article{bb134895,
        AUTHOR = "Bledsoe, W.W.",
        TITLE = "Some Results on Multicategory Pattern Recognition",
        JOURNAL = JACM,
        VOLUME = "13",
        YEAR = "1966",
        NUMBER = "2 April 1966",
        MONTH = "April",
        PAGES = "304-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT130910"}

@article{bb134896,
        AUTHOR = "Hughes, G.F.",
        TITLE = "On the Mean Accuracy of Statistical Pattern Recognizers",
        JOURNAL = IT,
        VOLUME = "14",
        YEAR = "1968",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "55-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT130911"}

@article{bb134897,
        AUTHOR = "Chow, C.K.",
        TITLE = "On Optimum Recognition Error and Reject Trade-Offs",
        JOURNAL = IT,
        VOLUME = "16",
        YEAR = "1970",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "41-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT130912"}

@article{bb134898,
        AUTHOR = "Rand, W.M.",
        TITLE = "Objective Criteria for the Evaluation of Clustering Methods",
        JOURNAL = ASAJ,
        VOLUME = "66",
        YEAR = "1971",
        NUMBER = "336",
        PAGES = "846-850",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT130913"}

@article{bb134899,
        AUTHOR = "Preston, K.",
        TITLE = "A Comparison of Analog and Digital Techniques for Pattern Recognition",
        JOURNAL = PIEEE,
        VOLUME = "60",
        YEAR = "1972",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1216-1231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT130914"}

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