@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 = "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#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"}