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TITLE = "A variational Bayesian approach for multimodal multi-instance
classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112742",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139311"}
@article{bb143358,
AUTHOR = "Gao, Y. and Meng, Y.Y. and Xu, M. and Zhang, M.L.",
TITLE = "Data Augmentation With Regularization for Multi-Labeled Complementary
Label Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "2368-2379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139312"}
@article{bb143359,
AUTHOR = "Yang, S. and Shang, Z. and Wang, Y.Q. and Deng, D. and Chen, H.W. and Wu, X.X. and Cheng, Q.Y.",
TITLE = "Image-free multi-label image recognition via LLM-powered hierarchical
prompt tuning",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139313"}
@article{bb143360,
AUTHOR = "Qu, G. and Guan, X.W. and Wen, F. and Zou, X.Y.",
TITLE = "From Prompts to Self-Prompts: Parameter-Efficient Multi-Label Remote
Sensing via Mask-Guided Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "3",
PAGES = "518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139314"}
@article{bb143361,
AUTHOR = "Xiao, X.Y. and Qi, S.H. and Wu, Y.L. and Chen, B. and Xing, C. and Wang, X.",
TITLE = "Dual Feature Fusion for Incomplete Multi-View Multi-Label Learning",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "1329-1341",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139315"}
@inproceedings{bb143362,
AUTHOR = "Sayem, F.R. and Ibrahim, S.",
TITLE = "Robust Multi-Label Learning with Human-Guided and Foundation
Model-Aided Crowd Framework",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2522-2527",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139316"}
@inproceedings{bb143363,
AUTHOR = "Wang, Y.Q. and Chen, Y.",
TITLE = "Multi-Modal Cooperative Distillation for Zero-Shot Multi-Label
Classification",
BOOKTITLE = ICIVC25,
YEAR = "2025",
PAGES = "112-116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139317"}
@inproceedings{bb143364,
AUTHOR = "Mahmood, H. and Elhamifar, E.",
TITLE = "Compositional Targeted Multi-Label Universal Perturbations",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20580-20591",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139318"}
@inproceedings{bb143365,
AUTHOR = "Ma, L.L. and Xu, S. and Xie, M.K. and Wang, L. and Sun, D. and Zhao, H.F.",
TITLE = "Correlative and Discriminative Label Grouping for Multi-Label Visual
Prompt Tuning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25434-25443",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139319"}
@inproceedings{bb143366,
AUTHOR = "Li, Q. and Luo, T.J. and Liao, J.H.",
TITLE = "Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete
Views and Noisy Labels",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20706-20715",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139320"}
@inproceedings{bb143367,
AUTHOR = "Jacob, D. and Xiang, C. and Mittal, P.",
TITLE = "PatchDEMUX: A Certifiably Robust Framework for Multi-label
Classifiers Against Adversarial Patches",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9944-9953",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139321"}
@inproceedings{bb143368,
AUTHOR = "Tan, H. and Tan, Z.C. and Li, J. and Liu, A. and Wan, J. and Lei, Z.",
TITLE = "Recover and Match: Open-Vocabulary Multi-Label Recognition through
Knowledge-Constrained Optimal Transport",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "4650-4660",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139322"}
@inproceedings{bb143369,
AUTHOR = "Miller, K. and Gangrade, A. and Mishra, S. and Saenko, K. and Saligrama, V.",
TITLE = "SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label
Recognition in Vision-Language Models",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "4313-4321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139323"}
@inproceedings{bb143370,
AUTHOR = "Kim, D. and Shim, H.J.",
TITLE = "Classifier-guided CLIP Distillation for Unsupervised Multi-label
Classification",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "4661-4671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139324"}
@inproceedings{bb143371,
AUTHOR = "Rawlekar, S. and Bhatnagar, S. and Ahuja, N.",
TITLE = "PositiveCoOp: Rethinking Prompting Strategies for Multi-Label
Recognition with Partial Annotations",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "5863-5872",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139325"}
@inproceedings{bb143372,
AUTHOR = "Xie, W. and Zhao, L. and Long, J. and Lu, X.H. and Nie, B.Y.",
TITLE = "Multi-View Factorizing and Disentangling: A Novel Framework for
Incomplete Multi-View Multi-Label Classification",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "1914-1923",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT139326"}
@inproceedings{bb143373,
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#TT139327"}
@inproceedings{bb143374,
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#TT139328"}
@inproceedings{bb143375,
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#TT139329"}
@inproceedings{bb143376,
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#TT139330"}
@inproceedings{bb143377,
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#TT139331"}
@inproceedings{bb143378,
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#TT139332"}
@inproceedings{bb143379,
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#TT139333"}
@inproceedings{bb143380,
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#TT139334"}
@inproceedings{bb143381,
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#TT139335"}
@inproceedings{bb143382,
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#TT139336"}
@inproceedings{bb143383,
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#TT139337"}
@inproceedings{bb143384,
AUTHOR = "Lan, Z.W. 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#TT139338"}
@inproceedings{bb143385,
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#TT139339"}
@inproceedings{bb143386,
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#TT139340"}
@inproceedings{bb143387,
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#TT139341"}
@inproceedings{bb143388,
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#TT139342"}
@inproceedings{bb143389,
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#TT139343"}
@inproceedings{bb143390,
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",
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@inproceedings{bb143391,
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#TT139345"}
@inproceedings{bb143392,
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#TT139346"}
@inproceedings{bb143393,
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#TT139347"}
@inproceedings{bb143394,
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#TT139348"}
@inproceedings{bb143395,
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#TT139349"}
@inproceedings{bb143396,
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#TT139350"}
@inproceedings{bb143397,
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#TT139351"}
@inproceedings{bb143398,
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#TT139352"}
@inproceedings{bb143399,
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#TT139353"}
Last update:Apr 6, 2026 at 11:28:57