@article{bb155900,
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",
JOURNAL = PRL,
VOLUME = "128",
YEAR = "2019",
PAGES = "23-29",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151784"}
@article{bb155901,
AUTHOR = "Torpey, D. and Klein, R.",
TITLE = "On the robustness of self-supervised representations for multi-view
object classification",
JOURNAL = PRL,
VOLUME = "161",
YEAR = "2022",
PAGES = "82-89",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151785"}
@article{bb155902,
AUTHOR = "Song, Y.Y. and Zhang, P. and Huang, W. and Zha, Y.F. and You, T. and Zhang, Y.N.",
TITLE = "Object detection based on cortex hierarchical activation in border
sensitive mechanism and classification-GIou joint representation",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109278",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151786"}
@article{bb155903,
AUTHOR = "Zhang, Y.N. and Chen, J.X. and Huang, D.",
TITLE = "CMAE-3D: Contrastive Masked AutoEncoders for Self-Supervised 3D Object
Detection",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2783-2804",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151787"}
@article{bb155904,
AUTHOR = "Huang, D. and Chen, J.X. and Zhang, Y.N.",
TITLE = "CMAE-3D: Contrastive Masked AutoEncoders for Self-Supervised 3D Object
Detection",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "3803-3803",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151787"}
@inproceedings{bb155905,
AUTHOR = "Li, Y.D. and Huang, D. and Qin, D.F. and Wang, L.Q. and Gong, B.Q.",
TITLE = "Improving Object Detection with Selective Self-supervised Self-training",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIX: 589-607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151788"}
@inproceedings{bb155906,
AUTHOR = "Saito, A. and Kudeshia, P. and Poovvancheri, J.",
TITLE = "Point-JEPA: A Joint Embedding Predictive Architecture for
Self-Supervised Learning on Point Cloud",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "7348-7357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151789"}
@inproceedings{bb155907,
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
Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16569-16578",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151790"}
@inproceedings{bb155908,
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#TT151791"}
@inproceedings{bb155909,
AUTHOR = "Cui, Z.T. and Zhu, Y.Y. and Gu, L. and Qi, G.J. and Li, X.X. and Zhang, R.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#TT151792"}
@inproceedings{bb155910,
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#TT151793"}
@inproceedings{bb155911,
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",
PAGES = "3986-3995",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151794"}
@inproceedings{bb155912,
AUTHOR = "Ericsson, L. and Gouk, H. and Hospedales, T.M.",
TITLE = "How Well Do Self-Supervised Models Transfer?",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "5410-5419",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151795"}
@inproceedings{bb155913,
AUTHOR = "Ayush, K. and Uzkent, B. and Meng, C.L. and Tanmay, K. and Burke, M. and Lobell, D. and Ermon, S.",
TITLE = "Geography-Aware Self-Supervised Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10161-10170",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151796"}
@inproceedings{bb155914,
AUTHOR = "Xiong, Y. and Ren, M. and Zeng, W.Y. and Waabi, R.U.",
TITLE = "Self-Supervised Representation Learning from Flow Equivariance",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10171-10180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151797"}
@inproceedings{bb155915,
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,
YEAR = "2021",
PAGES = "10232-10243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151798"}
@inproceedings{bb155916,
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",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16301-16311",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151799"}
@inproceedings{bb155917,
AUTHOR = "Lee, W. and Na, J. and Kim, G.",
TITLE = "Multi-Task Self-Supervised Object Detection via Recycling of Bounding
Box Annotations",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "4979-4988",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT151800"}
@article{bb155918,
AUTHOR = "Chen, Y.X. and Bi, J.B. and Wang, J.Z.",
TITLE = "MILES: Multiple-Instance Learning via Embedded Instance Selection",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "12",
MONTH = "December",
PAGES = "1931-1947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151801"}
@inproceedings{bb155919,
AUTHOR = "Bi, J.B. and Chen, Y.X. and Wang, J.Z.",
TITLE = "A Sparse Support Vector Machine Approach to Region-Based Image
Categorization",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "I: 1121-1128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151802"}
@article{bb155920,
AUTHOR = "McGovern, A. and Jensen, D.",
TITLE = "Optimistic pruning for multiple instance learning",
JOURNAL = PRL,
VOLUME = "29",
YEAR = "2008",
NUMBER = "9",
MONTH = "July",
PAGES = "1252-1260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151803"}
@article{bb155921,
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",
JOURNAL = PAMI,
VOLUME = "30",
YEAR = "2008",
NUMBER = "12",
MONTH = "December",
PAGES = "2084-2098",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151804"}
@article{bb155922,
AUTHOR = "Fu, Z.Y. and Robles Kelly, A. and Zhou, J.",
TITLE = "MILIS: Multiple Instance Learning with Instance Selection",
JOURNAL = PAMI,
VOLUME = "33",
YEAR = "2011",
NUMBER = "1",
MONTH = "January",
PAGES = "958-977",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151805"}
@inproceedings{bb155923,
AUTHOR = "Fu, Z.Y. and Robles Kelly, A.",
TITLE = "An instance selection approach to Multiple instance Learning",
BOOKTITLE = CVPR09,
YEAR = "2009",
PAGES = "911-918",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151806"}
@inproceedings{bb155924,
AUTHOR = "Fu, Z.Y. and Robles Kelly, A.",
TITLE = "Fast multiple instance learning via L1,2 logistic regression",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151807"}
@inproceedings{bb155925,
AUTHOR = "Fu, Z.Y. and Robles Kelly, A.",
TITLE = "On Mixtures of Linear SVMs for Nonlinear Classification",
BOOKTITLE = SSPR08,
YEAR = "2008",
PAGES = "489-499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151808"}
@article{bb155926,
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",
JOURNAL = PAMI,
VOLUME = "34",
YEAR = "2012",
NUMBER = "6",
MONTH = "June",
PAGES = "1068-1079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151809"}
@article{bb155927,
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,
VOLUME = "46",
YEAR = "2013",
NUMBER = "10",
MONTH = "October",
PAGES = "2711-2723",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151810"}
@article{bb155928,
AUTHOR = "Zhang, B. and Wang, Y. and Chen, F.",
TITLE = "Multilabel Image Classification Via High-Order Label Correlation
Driven Active Learning",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "3",
MONTH = "March",
PAGES = "1430-1441",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151811"}
@inproceedings{bb155929,
AUTHOR = "Zhang, B. and Wang, Y. and Wang, W.",
TITLE = "Batch mode active learning for multi-label image classification with
informative label correlation mining",
BOOKTITLE = WACV12,
YEAR = "2012",
PAGES = "401-407",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151812"}
@inproceedings{bb155930,
AUTHOR = "Zhang, B. and Wang, Y. and Wang, W.",
TITLE = "Multiple-Instance learning from multiple perspectives:
Combining models for Multiple-Instance learning",
BOOKTITLE = WACV12,
YEAR = "2012",
PAGES = "481-487",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151813"}
@inproceedings{bb155931,
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",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151814"}
@article{bb155932,
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",
JOURNAL = Cyber,
VOLUME = "44",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "669-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151815"}
@article{bb155933,
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",
JOURNAL = MultMedMag,
VOLUME = "25",
YEAR = "2018",
NUMBER = "4",
MONTH = "October",
PAGES = "34-45",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151816"}
@article{bb155934,
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",
PAGES = "2517-2531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151817"}
@article{bb155935,
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",
PAGES = "19-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151818"}
@article{bb155936,
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#TT151819"}
@article{bb155937,
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",
PAGES = "11-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151820"}
@article{bb155938,
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#TT151821"}
@article{bb155939,
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",
PAGES = "83-99",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151822"}
@inproceedings{bb155940,
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#TT151823"}
@inproceedings{bb155941,
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",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151824"}
@article{bb155942,
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#TT151825"}
@article{bb155943,
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",
PAGES = "407-416",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151826"}
@article{bb155944,
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",
PAGES = "242-257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151827"}
@article{bb155945,
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,
VOLUME = "66",
YEAR = "2017",
NUMBER = "1",
PAGES = "448-459",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151828"}
@article{bb155946,
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#TT151829"}
@inproceedings{bb155947,
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#TT151830"}
@article{bb155948,
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#TT151831"}
@article{bb155949,
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#TT151832"}
@article{bb155950,
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",
PAGES = "98-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151833"}
@article{bb155951,
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#TT151834"}
@article{bb155952,
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,
VOLUME = "77",
YEAR = "2018",
PAGES = "329-353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151835"}
@article{bb155953,
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",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "6025-6038",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151836"}
@article{bb155954,
AUTHOR = "Asif, A. and Minhas, F.U.A.",
TITLE = "An embarrassingly simple approach to neural multiple instance
classification",
JOURNAL = PRL,
VOLUME = "128",
YEAR = "2019",
PAGES = "474-479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151837"}
@article{bb155955,
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#TT151838"}
@article{bb155956,
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",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151839"}
@article{bb155957,
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,
VOLUME = "133",
YEAR = "2020",
PAGES = "247-255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151840"}
@article{bb155958,
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#TT151841"}
@article{bb155959,
AUTHOR = "Kang, L.L. and Wang, J. and Qin, J. and He, Y.J. and Ding, B.",
TITLE = "A Dual-Path Multiple Instance Learning Network Guided by Image
Quality Assessment for Cervical Whole Slide Image Classification",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3285-3289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151842"}
@article{bb155960,
AUTHOR = "Shiku, K. and Matsuo, S. and Suehiro, D. and Bise, R.",
TITLE = "Learning from majority label: A novel problem in multi-class
multiple-instance learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112425",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151843"}
@inproceedings{bb155961,
AUTHOR = "Shiku, K. and Nishimura, K. and Suehiro, D. and Tanaka, K. and Bise, R.",
TITLE = "Ordinal Multiple-instance Learning for Ulcerative Colitis Severity
Estimation with Selective Aggregated Transformer",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "4290-4299",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151844"}
@inproceedings{bb155962,
AUTHOR = "Chen, Y.H. and Chan, T.H. and Yin, G.S. and Jiang, Y.M. and Yu, L.Q.",
TITLE = "CDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet
Process",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LIV: 232-250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151845"}
@inproceedings{bb155963,
AUTHOR = "Juyal, D. and Shingi, S. and Javed, S.A. and Padigela, H. and Shah, C. and Sampat, A. and Khosla, A. and Abel, J. and Taylor Weiner, A.",
TITLE = "SC-MIL: Supervised Contrastive Multiple Instance Learning for
Imbalanced Classification in Pathology",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "7931-7940",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT151846"}
@inproceedings{bb155964,
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#TT151847"}
@inproceedings{bb155965,
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#TT151848"}
@inproceedings{bb155966,
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#TT151849"}
@inproceedings{bb155967,
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#TT151850"}
@inproceedings{bb155968,
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#TT151851"}
@inproceedings{bb155969,
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#TT151852"}
@inproceedings{bb155970,
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#TT151853"}
@inproceedings{bb155971,
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#TT151854"}
@inproceedings{bb155972,
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#TT151855"}
@inproceedings{bb155973,
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#TT151856"}
@inproceedings{bb155974,
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#TT151857"}
@inproceedings{bb155975,
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#TT151858"}
@inproceedings{bb155976,
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#TT151859"}
@inproceedings{bb155977,
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#TT151860"}
@inproceedings{bb155978,
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#TT151861"}
@inproceedings{bb155979,
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#TT151862"}
@inproceedings{bb155980,
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#TT151863"}
@inproceedings{bb155981,
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#TT151864"}
@inproceedings{bb155982,
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#TT151865"}
@inproceedings{bb155983,
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#TT151866"}
@inproceedings{bb155984,
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#TT151867"}
@inproceedings{bb155985,
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#TT151868"}
@inproceedings{bb155986,
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#TT151869"}
@inproceedings{bb155987,
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#TT151870"}
@inproceedings{bb155988,
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#TT151871"}
@inproceedings{bb155989,
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#TT151872"}
@inproceedings{bb155990,
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#TT151873"}
@inproceedings{bb155991,
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#TT151874"}
@inproceedings{bb155992,
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#TT151875"}
@inproceedings{bb155993,
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#TT151876"}
@inproceedings{bb155994,
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#TT151877"}
@inproceedings{bb155995,
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#TT151878"}
@inproceedings{bb155996,
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#TT151879"}
@inproceedings{bb155997,
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#TT151880"}
@inproceedings{bb155998,
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#TT151881"}
@inproceedings{bb155999,
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#TT151882"}
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