@article{bb121900,
        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#TT118050"}

@article{bb121901,
        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#TT118051"}

@article{bb121902,
        AUTHOR = "Liu, W.W. and Wang, H. 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#TT118052"}

@article{bb121903,
        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#TT118053"}

@article{bb121904,
        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#TT118054"}

@article{bb121905,
        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#TT118055"}

@article{bb121906,
        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#TT118056"}

@article{bb121907,
        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#TT118057"}

@article{bb121908,
        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#TT118058"}

@article{bb121909,
        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#TT118059"}

@article{bb121910,
        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#TT118060"}

@article{bb121911,
        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#TT118061"}

@article{bb121912,
        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#TT118062"}

@article{bb121913,
        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#TT118063"}

@article{bb121914,
        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#TT118064"}

@article{bb121915,
        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#TT118065"}

@article{bb121916,
        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#TT118066"}

@article{bb121917,
        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#TT118067"}

@article{bb121918,
        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#TT118068"}

@article{bb121919,
        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#TT118069"}

@article{bb121920,
        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#TT118070"}

@article{bb121921,
        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#TT118071"}

@article{bb121922,
        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#TT118072"}

@article{bb121923,
        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#TT118073"}

@article{bb121924,
        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#TT118074"}

@article{bb121925,
        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#TT118075"}

@article{bb121926,
        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#TT118076"}

@inproceedings{bb121927,
        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#TT118077"}

@inproceedings{bb121928,
        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#TT118078"}

@inproceedings{bb121929,
        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#TT118079"}

@inproceedings{bb121930,
        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#TT118080"}

@inproceedings{bb121931,
        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#TT118081"}

@inproceedings{bb121932,
        AUTHOR = "Ke, B. and Zhu, Y.Q. and Li, M. 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#TT118082"}

@inproceedings{bb121933,
        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#TT118083"}

@inproceedings{bb121934,
        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#TT118084"}

@inproceedings{bb121935,
        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#TT118085"}

@inproceedings{bb121936,
        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#TT118086"}

@inproceedings{bb121937,
        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#TT118087"}

@inproceedings{bb121938,
        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#TT118088"}

@inproceedings{bb121939,
        AUTHOR = "Hu, S. and Ke, L. 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#TT118089"}

@inproceedings{bb121940,
        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#TT118090"}

@inproceedings{bb121941,
        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#TT118091"}

@inproceedings{bb121942,
        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#TT118092"}

@inproceedings{bb121943,
        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#TT118093"}

@inproceedings{bb121944,
        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#TT118094"}

@inproceedings{bb121945,
        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#TT118095"}

@inproceedings{bb121946,
        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#TT118096"}

@inproceedings{bb121947,
        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#TT118097"}

@inproceedings{bb121948,
        AUTHOR = "Ko▀mann, 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#TT118098"}

@inproceedings{bb121949,
        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#TT118099"}

@inproceedings{bb121950,
        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#TT118100"}

@inproceedings{bb121951,
        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#TT118101"}

@inproceedings{bb121952,
        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#TT118102"}

@inproceedings{bb121953,
        AUTHOR = "Wu, T. and Huang, Q.Q. and Liu, Z.W. and Wang, Y. and Lin, D.",
        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#TT118103"}

@inproceedings{bb121954,
        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#TT118104"}

@inproceedings{bb121955,
        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#TT118105"}

@inproceedings{bb121956,
        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#TT118106"}

@inproceedings{bb121957,
        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#TT118107"}

@inproceedings{bb121958,
        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#TT118108"}

@inproceedings{bb121959,
        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#TT118109"}

@inproceedings{bb121960,
        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#TT118110"}

@inproceedings{bb121961,
        AUTHOR = "Abdelfattah, R. and Zhang, X. and Wu, Z.Y. and Wu, X. 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#TT118111"}

@inproceedings{bb121962,
        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#TT118112"}

@inproceedings{bb121963,
        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#TT118113"}

@inproceedings{bb121964,
        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#TT118114"}

@inproceedings{bb121965,
        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#TT118115"}

@inproceedings{bb121966,
        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#TT118116"}

@inproceedings{bb121967,
        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#TT118117"}

@inproceedings{bb121968,
        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#TT118118"}

@inproceedings{bb121969,
        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#TT118119"}

@inproceedings{bb121970,
        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#TT118120"}

@inproceedings{bb121971,
        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#TT118121"}

@inproceedings{bb121972,
        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#TT118122"}

@inproceedings{bb121973,
        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#TT118123"}

@inproceedings{bb121974,
        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#TT118124"}

@inproceedings{bb121975,
        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#TT118125"}

@inproceedings{bb121976,
        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#TT118126"}

@inproceedings{bb121977,
        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#TT118127"}

@inproceedings{bb121978,
        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#TT118128"}

@inproceedings{bb121979,
        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#TT118129"}

@inproceedings{bb121980,
        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#TT118130"}

@inproceedings{bb121981,
        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#TT118131"}

@inproceedings{bb121982,
        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#TT118132"}

@inproceedings{bb121983,
        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#TT118133"}

@inproceedings{bb121984,
        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#TT118134"}

@inproceedings{bb121985,
        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#TT118135"}

@article{bb121986,
        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#TT118136"}

@inproceedings{bb121987,
        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#TT118137"}

@inproceedings{bb121988,
        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#TT118138"}

@inproceedings{bb121989,
        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#TT118139"}

@inproceedings{bb121990,
        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#TT118140"}

@inproceedings{bb121991,
        AUTHOR = "Pang, Y.W. and Ma, Z. and Yuan, Y. and Li, X.L. and Wang, K.Q.",
        TITLE = "Multimodal learning for multi-label image classification",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "1797-1800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT118141"}

@inproceedings{bb121992,
        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#TT118142"}

@article{bb121993,
        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#TT118143"}

@article{bb121994,
        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#TT118144"}

@article{bb121995,
        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#TT118145"}

@article{bb121996,
        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#TT118146"}

@article{bb121997,
        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#TT118147"}

@article{bb121998,
        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#TT118148"}

@article{bb121999,
        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#TT118149"}

Last update: