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        AUTHOR = "Wu, Y. and Huang, T.S. and Toyama, K.",
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@article{bb138302,
        AUTHOR = "Zeng, Z. and Yang, X.L. and Yu, Q.Y. and Yao, M. and Zhang, L.",
        TITLE = "SeSe-Net: Self-Supervised deep learning for segmentation",
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@article{bb138303,
        AUTHOR = "Torpey, D. and Klein, R.",
        TITLE = "On the robustness of self-supervised representations for multi-view
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@article{bb138304,
        AUTHOR = "Song, Y. and Zhang, P. and Huang, W. and Zha, Y.F. and You, T. and Zhang, Y.N.",
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        AUTHOR = "Wang, Z.Q. and Li, Q. and Zhang, G.X. and Wan, P.F. and Zheng, W. and Wang, N.N. and Gong, M.M. and Liu, T.L.",
        TITLE = "Exploring Set Similarity for Dense Self-supervised Representation
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@inproceedings{bb138306,
        AUTHOR = "Henaff, O.J. and Koppula, S. and Shelhamer, E. and Zoran, D. and Jaegle, A. and Zisserman, A. and Carreira, J. and Arandjelovic, R.",
        TITLE = "Object Discovery and Representation Networks",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVII:123-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134320"}

@inproceedings{bb138307,
        AUTHOR = "Cui, Z.T. and Zhu, Y.Y. and Gu, L. and Qi, G.J. and Li, X.X. and Zhang, R. and Zhang, Z.H. and Harada, T.",
        TITLE = "Exploring Resolution and Degradation Clues as Self-supervised Signal
for Low Quality Object Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "IX:473-491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134321"}

@inproceedings{bb138308,
        AUTHOR = "Henaff, O.J. and Koppula, S. and Alayrac, J.B. and van den Oord, A. and Vinyals, O. and Carreira, J.",
        TITLE = "Efficient Visual Pretraining with Contrastive Detection",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10066-10076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134322"}

@inproceedings{bb138309,
        AUTHOR = "Yang, C. and Wu, Z.R. and Zhou, B. and Lin, S.",
        TITLE = "Instance Localization for Self-supervised Detection Pretraining",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134323"}

@inproceedings{bb138310,
        AUTHOR = "Ericsson, L. and Gouk, H. and Hospedales, T.M.",
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        BOOKTITLE = CVPR21,
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@inproceedings{bb138311,
        AUTHOR = "Ayush, K. and Uzkent, B. and Meng, C.L. and Tanmay, K. and Burke, M. and Lobell, D. and Ermon, S.",
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@inproceedings{bb138312,
        AUTHOR = "Xiong, Y. and Ren, M. and Zeng, W.Y. and Waabi, R.U.",
        TITLE = "Self-Supervised Representation Learning from Flow Equivariance",
        BOOKTITLE = ICCV21,
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@inproceedings{bb138313,
        AUTHOR = "Zhang, Z. and Girdhar, R. and Joulin, A. and Misra, I.",
        TITLE = "Self-Supervised Pretraining of 3D Features on any Point-Cloud",
        BOOKTITLE = ICCV21,
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@inproceedings{bb138314,
        AUTHOR = "Chen, T.L. and Frankle, J. and Chang, S.Y. and Liu, S.J. and Zhang, Y. and Carbin, M. and Wang, Z.Y.",
        TITLE = "The Lottery Tickets Hypothesis for Supervised and Self-supervised
Pre-training in Computer Vision Models",
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@inproceedings{bb138315,
        AUTHOR = "Li, Y.D. and Huang, D. and Qin, D.F. and Wang, L.Q. and Gong, B.Q.",
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        AUTHOR = "Bi, J.B. and Chen, Y.X. and Wang, J.Z.",
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@article{bb138319,
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        TITLE = "Optimistic pruning for multiple instance learning",
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@article{bb138320,
        AUTHOR = "Tao, Q.P. and Scott, S.D. and Vinodchandran, N.V. and Osugi, T.T. and Mueller, B.",
        TITLE = "Kernels for Generalized Multiple-Instance Learning",
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@article{bb138321,
        AUTHOR = "Fu, Z.Y. and Robles Kelly, A. and Zhou, J.",
        TITLE = "MILIS: Multiple Instance Learning with Instance Selection",
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@inproceedings{bb138322,
        AUTHOR = "Fu, Z.Y. and Robles Kelly, A.",
        TITLE = "An instance selection approach to Multiple instance Learning",
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@inproceedings{bb138323,
        AUTHOR = "Fu, Z.Y. and Robles Kelly, A.",
        TITLE = "Fast multiple instance learning via L1,2 logistic regression",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134337"}

@inproceedings{bb138324,
        AUTHOR = "Fu, Z.Y. and Robles Kelly, A.",
        TITLE = "On Mixtures of Linear SVMs for Nonlinear Classification",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
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@article{bb138325,
        AUTHOR = "Bergeron, C. and Moore, G. and Zaretzki, J. and Breneman, C.M. and Bennett, K.P.",
        TITLE = "Fast Bundle Algorithm for Multiple-Instance Learning",
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@article{bb138326,
        AUTHOR = "Zhang, T.Z. and Liu, S. and Xu, C.S. and Lu, H.Q.",
        TITLE = "M4L:
Maximum margin Multi-instance Multi-cluster Learning for scene modeling",
        JOURNAL = PR,
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        PAGES = "2711-2723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134340"}

@article{bb138327,
        AUTHOR = "Zhang, B. and Wang, Y. and Chen, F.",
        TITLE = "Multilabel Image Classification Via High-Order Label Correlation
Driven Active Learning",
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@inproceedings{bb138328,
        AUTHOR = "Zhang, B. and Wang, Y. and Wang, W.",
        TITLE = "Batch mode active learning for multi-label image classification with
informative label correlation mining",
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        YEAR = "2012",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134342"}

@inproceedings{bb138329,
        AUTHOR = "Zhang, B. and Wang, Y. and Wang, W.",
        TITLE = "Multiple-Instance learning from multiple perspectives:
Combining models for Multiple-Instance learning",
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        YEAR = "2012",
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@inproceedings{bb138330,
        AUTHOR = "Herman, G. and Ye, G.T. and Wang, Y. and Xu, J. and Zhang, B.",
        TITLE = "Multi-instance learning with relational information of instances",
        BOOKTITLE = WACV09,
        YEAR = "2009",
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@article{bb138331,
        AUTHOR = "Hong, R.C. and Wang, M. and Gao, Y. and Tao, D.C. and Li, X.L. and Wu, X.D.",
        TITLE = "Image Annotation by Multiple-Instance Learning With Discriminative
Feature Mapping and Selection",
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        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134345"}

@article{bb138332,
        AUTHOR = "Li, T. and Wang, Y. and Hong, R.C. and Wang, M. and Wu, X.D.",
        TITLE = "pDisVPL: Probabilistic Discriminative Visual Part Learning for Image
Classification",
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        NUMBER = "4",
        MONTH = "October",
        PAGES = "34-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134346"}

@article{bb138333,
        AUTHOR = "Chai, J. and Ding, X.H. and Chen, H.T. and Li, T.Y.",
        TITLE = "Multiple-instance discriminant analysis",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134347"}

@article{bb138334,
        AUTHOR = "Li, Z. and Geng, G.H. and Feng, J. and Peng, J.Y. and Wen, C. and Liang, J.L.",
        TITLE = "Multiple instance learning based on positive instance selection and
bag structure construction",
        JOURNAL = PRL,
        VOLUME = "40",
        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134348"}

@article{bb138335,
        AUTHOR = "Cheplygina, V. and Tax, D.M.J. and Loog, M.",
        TITLE = "Multiple instance learning with bag dissimilarities",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "264-275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134349"}

@article{bb138336,
        AUTHOR = "Cheplygina, V. and Tax, D.M.J. and Loog, M.",
        TITLE = "On classification with bags, groups and sets",
        JOURNAL = PRL,
        VOLUME = "59",
        YEAR = "2015",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134350"}

@article{bb138337,
        AUTHOR = "Alpaydin, E. and Cheplygina, V. and Loog, M. and Tax, D.M.J.",
        TITLE = "Single- vs. multiple-instance classification",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "9",
        PAGES = "2831-2838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134351"}

@article{bb138338,
        AUTHOR = "Carbonneau, M.A. and Granger, E. and Raymond, A.J. and Gagnon, G.",
        TITLE = "Robust multiple-instance learning ensembles using random subspace
instance selection",
        JOURNAL = PR,
        VOLUME = "58",
        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134352"}

@inproceedings{bb138339,
        AUTHOR = "Carbonneau, M.A. and Granger, E. and Gagnon, G.",
        TITLE = "Witness identification in multiple instance learning using random
subspaces",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3639-3644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134353"}

@inproceedings{bb138340,
        AUTHOR = "Carbonneau, M.A. and Granger, E. and Gagnon, G.",
        TITLE = "Score thresholding for accurate instance classification in multiple
instance learning",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134354"}

@article{bb138341,
        AUTHOR = "Ding, X. and Li, B. and Xiong, W. and Guo, W. and Hu, W. and Wang, B.",
        TITLE = "Multi-Instance Multi-Label Learning Combining Hierarchical Context
and its Application to Image Annotation",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1616-1627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134355"}

@article{bb138342,
        AUTHOR = "Qiao, M.Y. and Liu, L. and Yu, J. and Xu, C. and Tao, D.C.",
        TITLE = "Diversified dictionaries for multi-instance learning",
        JOURNAL = PR,
        VOLUME = "64",
        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134356"}

@article{bb138343,
        AUTHOR = "Xiao, Y.S. and Liu, B. and Hao, Z.F.",
        TITLE = "A Sphere-Description-Based Approach for Multiple-Instance Learning",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134357"}

@article{bb138344,
        AUTHOR = "Wang, J.J.Y. and Tsang, I.W.H. and Cui, X.F. and Lu, Z.W. and Gao, X.",
        TITLE = "Multi-instance dictionary learning via multivariate performance
measure optimization",
        JOURNAL = PR,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134358"}

@article{bb138345,
        AUTHOR = "Tang, P. and Wang, X.G. and Feng, B. and Liu, W.Y.",
        TITLE = "Learning Multi-Instance Deep Discriminative Patterns for Image
Classification",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3385-3396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134359"}

@inproceedings{bb138346,
        AUTHOR = "Tang, P. and Wang, X.G. and Bai, X. and Liu, W.Y.",
        TITLE = "Multiple Instance Detection Network with Online Instance Classifier
Refinement",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3059-3067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134360"}

@article{bb138347,
        AUTHOR = "Wu, J.X. and Bai, X. and Loog, M. and Roli, F. and Zhou, Z.H.",
        TITLE = "Editorial of the Special Issue on Multi-instance Learning in Pattern
Recognition and Vision",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "444-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134361"}

@article{bb138348,
        AUTHOR = "Xu, D.K. and Wu, J. and Li, D. and Tian, Y.J. and Zhu, X.Q. and Wu, X.D.",
        TITLE = "SALE: Self-adaptive LSH encoding for multi-instance learning",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "460-482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134362"}

@article{bb138349,
        AUTHOR = "Verma, M. and Shukla, K.K.",
        TITLE = "A new accelerated proximal gradient technique for regularized
multitask learning framework",
        JOURNAL = PRL,
        VOLUME = "95",
        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134363"}

@article{bb138350,
        AUTHOR = "Liu, X. and Jiao, L.C. and Zhao, J.Q. and Zhao, J. and Zhang, D. and Liu, F. and Yang, S.Y. and Tang, X.",
        TITLE = "Deep Multiple Instance Learning-Based Spatial-Spectral
Classification for PAN and MS Imagery",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "461-473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134364"}

@article{bb138351,
        AUTHOR = "Carbonneau, M.A. and Cheplygina, V. and Granger, E. and Gagnon, G.",
        TITLE = "Multiple instance learning: A survey of problem characteristics and
applications",
        JOURNAL = PR,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134365"}

@article{bb138352,
        AUTHOR = "Song, L.Y. and Liu, J. and Qian, B. and Sun, M.X. and Yang, K. and Sun, M. and Abbas, S.",
        TITLE = "A Deep Multi-Modal CNN for Multi-Instance Multi-Label Image
Classification",
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        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "6025-6038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134366"}

@article{bb138353,
        AUTHOR = "Asif, A. and Minhas, F.U.A.",
        TITLE = "An embarrassingly simple approach to neural multiple instance
classification",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134367"}

@article{bb138354,
        AUTHOR = "Li, Z. and Xu, K. and Xie, J. and Bi, Q. and Qin, K.",
        TITLE = "Deep Multiple Instance Convolutional Neural Networks for Learning
Robust Scene Representations",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3685-3702",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134368"}

@article{bb138355,
        AUTHOR = "Huang, X.L. and Xu, K. and Huang, C. and Wang, C.R. and Qin, K.",
        TITLE = "Multiple Instance Learning Convolutional Neural Networks for
Fine-Grained Aircraft Recognition",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "24",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134369"}

@article{bb138356,
        AUTHOR = "Bhattacharjee, K. and Pant, M. and Zhang, Y.D. and Satapathy, S.C.",
        TITLE = "Multiple Instance Learning with Genetic Pooling for medical data
analysis",
        JOURNAL = PRL,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134370"}

@article{bb138357,
        AUTHOR = "Wang, X.Y. and Xu, H.X. and Yuan, L.M. and Dai, W. and Wen, X.B.",
        TITLE = "A Remote-Sensing Scene-Image Classification Method Based on Deep
Multiple-Instance Learning with a Residual Dense Attention ConvNet",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134371"}

@inproceedings{bb138358,
        AUTHOR = "Cersovsky, J. and Mohammadi, S. and Kainmueller, D. and Hoehne, J.",
        TITLE = "Towards Hierarchical Regional Transformer-based Multiple Instance
Learning",
        BOOKTITLE = BioIm23,
        YEAR = "2023",
        PAGES = "3954-3962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134372"}

@inproceedings{bb138359,
        AUTHOR = "Bontempo, G. and Lumetti, L. and Porrello, A. and Bolelli, F. and Calderara, S. and Ficarra, E.",
        TITLE = "Buffer-MIL: Robust Multi-instance Learning with a Buffer-based Approach",
        BOOKTITLE = CIAP23,
        YEAR = "2023",
        PAGES = "II:1-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134373"}

@inproceedings{bb138360,
        AUTHOR = "Liu, K.N. and Zhu, W.C. and Shen, Y.Q. and Liu, S. and Razavian, N. and Geras, K.J. and Fernandez Granda, C.",
        TITLE = "Multiple Instance Learning via Iterative Self-Paced Supervised
Contrastive Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3355-3365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134374"}

@inproceedings{bb138361,
        AUTHOR = "Xie, J. and Towsey, M. and Zhang, L. and Yasumiba, K. and Schwarzkopf, L. and Zhang, J.L. and Roe, P.",
        TITLE = "Multiple-Instance Multiple-Label Learning for the Classification of
Frog Calls with Acoustic Event Detection",
        BOOKTITLE = ICISP16,
        YEAR = "2016",
        PAGES = "222-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134375"}

@inproceedings{bb138362,
        AUTHOR = "Thandiackal, K. and Chen, B.Q. and Pati, P. and Jaume, G. and Williamson, D.F.K. and Gabrani, M. and Goksel, O.",
        TITLE = "Differentiable Zooming for Multiple Instance Learning on Whole-Slide
Images",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXI:699-715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134376"}

@inproceedings{bb138363,
        AUTHOR = "Xu, K.X. and Liu, L.Y. and Zhao, Z.Y. and Zeng, Z. and Veeravalli, B.",
        TITLE = "Object-Aware Self-Supervised Multi-Label Learning",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "361-365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134377"}

@inproceedings{bb138364,
        AUTHOR = "Hou, C.Q. and Sun, Q. and Wang, W. and Zhang, J.X.",
        TITLE = "Shuffle Attention Multiple Instances Learning for Breast Cancer Whole
Slide Image Classification",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "466-470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134378"}

@inproceedings{bb138365,
        AUTHOR = "Tschuchnig, M.E. and Grubmuller, P. and Stangassinger, L.M. and Kreutzer, C. and Couillard Despres, S. and Oostingh, G.J. and Hittmair, A. and Gadermayr, M.",
        TITLE = "Evaluation of Multi-Scale Multiple Instance Learning to Improve
Thyroid Cancer Classification",
        BOOKTITLE = IPTA22,
        YEAR = "2022",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134379"}

@inproceedings{bb138366,
        AUTHOR = "Struski, L. and Danel, T. and Smieja, M. and Tabor, J. and Zielinski, B.",
        TITLE = "SONGs: Self-Organizing Neural Graphs",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "3837-3846",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134380"}

@inproceedings{bb138367,
        AUTHOR = "Rymarczyk, D. and Borowa, A. and Tabor, J. and Zielinski, B.",
        TITLE = "Kernel Self-Attention for Weakly-supervised Image Classification
using Deep Multiple Instance Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1720-1729",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134381"}

@inproceedings{bb138368,
        AUTHOR = "Gildenblat, J. and Ben Shaul, I. and Lapp, Z. and Klaiman, E.",
        TITLE = "Certainty Pooling for Multiple Instance Learning",
        BOOKTITLE = AIDP20,
        YEAR = "2020",
        PAGES = "141-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134382"}

@inproceedings{bb138369,
        AUTHOR = "Wang, K. and Oramas Mogrovejo, J.A. and Tuytelaars, T.",
        TITLE = "In Defense of LSTMS for Addressing Multiple Instance Learning Problems",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:444-460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134383"}

@inproceedings{bb138370,
        AUTHOR = "Yuan, L.M. and Wen, X.B. and Xu, H.X. and Zhao, L.",
        TITLE = "Multiple-Instance Learning with Empirical Estimation Guided Instance
Selection",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "770-775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134384"}

@inproceedings{bb138371,
        AUTHOR = "Kandemir, M. and Haussmann, M. and Diego, F. and Rajamani, K. and van der Laak, J. and Hamprecht, F.",
        TITLE = "Variational Weakly Supervised Gaussian Processes",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134385"}

@inproceedings{bb138372,
        AUTHOR = "Dong, M. and Pang, K. and Wu, Y. and Xue, J.H. and Hospedales, T.M. and Ogasawara, T.",
        TITLE = "Transferring CNNS to multi-instance multi-label classification on
small datasets",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1332-1336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134386"}

@inproceedings{bb138373,
        AUTHOR = "Haußmann, M. and Hamprecht, F.A. and Kandemir, M.",
        TITLE = "Variational Bayesian Multiple Instance Learning with Gaussian
Processes",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "810-819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134387"}

@inproceedings{bb138374,
        AUTHOR = "Karem, A. and Frigui, H.",
        TITLE = "Multiple Instance Learning with multiple positive and negative target
concepts",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "474-479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134388"}

@inproceedings{bb138375,
        AUTHOR = "Venkatesan, R. and Chandakkar, P.S. and Li, B.",
        TITLE = "Simpler Non-Parametric Methods Provide as Good or Better Results to
Multiple-Instance Learning",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2605-2613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134389"}

@inproceedings{bb138376,
        AUTHOR = "Wang, X. and Zhu, Z. and Yao, C. and Bai, X.",
        TITLE = "Relaxed Multiple-Instance SVM with Application to Object Discovery",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1224-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134390"}

@inproceedings{bb138377,
        AUTHOR = "Sikka, K. and Giri, R. and Bartlett, M.",
        TITLE = "Joint Clustering and Classification for Multiple Instance Learning",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134391"}

@inproceedings{bb138378,
        AUTHOR = "Yuan, L.M. and Zhao, L. and Xu, H.X.",
        TITLE = "Multi-instance learning via instance-based and bag-based
representation transformations",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2771-2775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134392"}

@inproceedings{bb138379,
        AUTHOR = "Rastegari, M. and Hajishirzi, H. and Farhadi, A.",
        TITLE = "Discriminative and consistent similarities in instance-level Multiple
Instance Learning",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "740-748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134393"}

@inproceedings{bb138380,
        AUTHOR = "Hajimirsadeghi, H. and Yan, W. and Vahdat, A. and Mori, G.",
        TITLE = "Visual recognition by counting instances:
A multi-instance cardinality potential kernel",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2596-2605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134394"}

@inproceedings{bb138381,
        AUTHOR = "Hoffman, J. and Pathak, D. and Darrell, T.J. and Saenko, K.",
        TITLE = "Detector discovery in the wild:
Joint multiple instance and representation learning",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2883-2891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134395"}

@inproceedings{bb138382,
        AUTHOR = "Wu, J.J. and Yu, Y. and Huang, C. and Yu, K.",
        TITLE = "Deep multiple instance learning for image classification and
auto-annotation",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3460-3469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134396"}

@inproceedings{bb138383,
        AUTHOR = "Li, W.X. and Vasconcelos, N.M.",
        TITLE = "Multiple instance learning for soft bags via top instances",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4277-4285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134397"}

@inproceedings{bb138384,
        AUTHOR = "Yoon, J. and Choi, J.H. and Yoo, C.D.",
        TITLE = "A hierarchical-structured dictionary learning for image
classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "155-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134398"}

@inproceedings{bb138385,
        AUTHOR = "Shrivastava, A. and Pillai, J.K. and Patel, V.M. and Chellappa, R.",
        TITLE = "Dictionary-based multiple instance learning",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "160-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134399"}

@inproceedings{bb138386,
        AUTHOR = "Fukui, T. and Wada, T.",
        TITLE = "Commonality Preserving Multiple Instance Clustering Based on Diverse
Density",
        BOOKTITLE = FSLCV14,
        YEAR = "2014",
        PAGES = "III: 322-335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134400"}

@inproceedings{bb138387,
        AUTHOR = "Fukui, T. and Wada, T.",
        TITLE = "Commonality Preserving Image-Set Clustering Based on Diverse Density",
        BOOKTITLE = ISVC14,
        YEAR = "2014",
        PAGES = "I: 258-269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134401"}

@inproceedings{bb138388,
        AUTHOR = "Ali, K. and Saenko, K.",
        TITLE = "Confidence-Rated Multiple Instance Boosting for Object Detection",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2433-2440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134402"}

@inproceedings{bb138389,
        AUTHOR = "Wang, Y.Y. and Zhang, C. and Wang, Z.H.",
        TITLE = "Rate distortion Multiple Instance Learning for image classification",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3235-3238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134403"}

@inproceedings{bb138390,
        AUTHOR = "Zhao, H.F. and Cheng, J. and Jiang, J. and Tao, D.C.",
        TITLE = "Multiple instance learning via distance metric optimization",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "2617-2621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134404"}

@inproceedings{bb138391,
        AUTHOR = "Cheplygina, V. and Tax, D.M.J. and Loog, M.",
        TITLE = "Class-Dependent Dissimilarity Measures for Multiple Instance Learning",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "602-610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134405"}

@inproceedings{bb138392,
        AUTHOR = "Antic, B. and Ommer, B.",
        TITLE = "Robust Multiple-Instance Learning with Superbags",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "II:242-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134406"}

@inproceedings{bb138393,
        AUTHOR = "Brossi, S.D. and Bradley, A.P.",
        TITLE = "A Comparison of Multiple Instance and Group Based Learning",
        BOOKTITLE = DICTA12,
        YEAR = "2012",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134407"}

@inproceedings{bb138394,
        AUTHOR = "Ngo, T.D. and Le, D.D. and Satoh, S.",
        TITLE = "Improving Image Categorization by Using Multiple Instance Learning with
Spatial Relation",
        BOOKTITLE = CIAP11,
        YEAR = "2011",
        PAGES = "I: 108-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134408"}

@inproceedings{bb138395,
        AUTHOR = "Kang, F. and Naphade, M.R.",
        TITLE = "A Generalized Multiple Instance Learning Algorithm for Iterative
Distillation and Cross-Granular Propagation of Video Annotations",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "II: 205-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134409"}

@inproceedings{bb138396,
        AUTHOR = "Kang, F. and Naphade, M.R.",
        TITLE = "A Generalized Multiple Instance Learning Algorithm with Multiple
Selection Strategies for Cross Granular Learning",
        BOOKTITLE = ICIP06,
        YEAR = "2006",
        PAGES = "3213-3216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134410"}

@inproceedings{bb138397,
        AUTHOR = "Du, R. and Wang, S. and Wu, Q.A. and He, X.J.",
        TITLE = "Learn Concepts in Multiple-Instance Learning with Diverse Density
Framework Using Supervised Mean Shift",
        BOOKTITLE = DICTA10,
        YEAR = "2010",
        PAGES = "643-648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134411"}

@inproceedings{bb138398,
        AUTHOR = "Wu, D. and Boyer, K.L.",
        TITLE = "Resilient Subclass Discriminant Analysis",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "389-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134412"}

@inproceedings{bb138399,
        AUTHOR = "Wu, D. and Bi, J. and Boyer, K.L.",
        TITLE = "A min-max framework of cascaded classifier with multiple instance
learning for computer aided diagnosis",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1359-1366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134413"}

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