@article{bb138700,
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#TT134713"}
@article{bb138701,
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#TT134714"}
@article{bb138702,
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#TT134715"}
@inproceedings{bb138703,
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#TT134716"}
@inproceedings{bb138704,
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#TT134717"}
@inproceedings{bb138705,
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#TT134718"}
@article{bb138706,
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#TT134719"}
@article{bb138707,
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#TT134720"}
@article{bb138708,
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#TT134721"}
@article{bb138709,
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#TT134722"}
@article{bb138710,
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#TT134723"}
@article{bb138711,
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#TT134724"}
@article{bb138712,
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#TT134725"}
@article{bb138713,
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#TT134726"}
@inproceedings{bb138714,
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#TT134727"}
@inproceedings{bb138715,
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#TT134728"}
@article{bb138716,
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#TT134729"}
@article{bb138717,
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#TT134730"}
@article{bb138718,
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#TT134731"}
@article{bb138719,
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#TT134732"}
@article{bb138720,
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#TT134733"}
@inproceedings{bb138721,
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#TT134734"}
@article{bb138722,
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#TT134735"}
@article{bb138723,
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#TT134736"}
@article{bb138724,
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#TT134737"}
@article{bb138725,
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#TT134738"}
@article{bb138726,
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#TT134739"}
@article{bb138727,
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#TT134740"}
@article{bb138728,
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#TT134741"}
@article{bb138729,
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#TT134742"}
@article{bb138730,
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#TT134743"}
@article{bb138731,
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#TT134744"}
@article{bb138732,
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#TT134745"}
@inproceedings{bb138733,
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#TT134746"}
@inproceedings{bb138734,
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#TT134747"}
@inproceedings{bb138735,
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#TT134748"}
@inproceedings{bb138736,
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#TT134749"}
@inproceedings{bb138737,
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#TT134750"}
@inproceedings{bb138738,
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#TT134751"}
@inproceedings{bb138739,
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#TT134752"}
@inproceedings{bb138740,
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#TT134753"}
@inproceedings{bb138741,
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#TT134754"}
@inproceedings{bb138742,
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#TT134755"}
@inproceedings{bb138743,
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#TT134756"}
@inproceedings{bb138744,
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#TT134757"}
@inproceedings{bb138745,
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#TT134758"}
@inproceedings{bb138746,
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#TT134759"}
@inproceedings{bb138747,
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#TT134760"}
@inproceedings{bb138748,
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#TT134761"}
@inproceedings{bb138749,
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#TT134762"}
@inproceedings{bb138750,
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#TT134763"}
@inproceedings{bb138751,
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#TT134764"}
@inproceedings{bb138752,
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#TT134765"}
@inproceedings{bb138753,
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#TT134766"}
@inproceedings{bb138754,
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#TT134767"}
@inproceedings{bb138755,
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#TT134768"}
@inproceedings{bb138756,
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#TT134769"}
@inproceedings{bb138757,
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#TT134770"}
@inproceedings{bb138758,
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#TT134771"}
@inproceedings{bb138759,
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#TT134772"}
@inproceedings{bb138760,
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#TT134773"}
@inproceedings{bb138761,
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#TT134774"}
@inproceedings{bb138762,
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#TT134775"}
@inproceedings{bb138763,
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#TT134776"}
@inproceedings{bb138764,
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#TT134777"}
@inproceedings{bb138765,
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#TT134778"}
@inproceedings{bb138766,
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#TT134779"}
@inproceedings{bb138767,
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#TT134780"}
@inproceedings{bb138768,
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#TT134781"}
@inproceedings{bb138769,
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#TT134782"}
@inproceedings{bb138770,
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#TT134783"}
@inproceedings{bb138771,
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#TT134784"}
@inproceedings{bb138772,
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#TT134785"}
@inproceedings{bb138773,
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#TT134786"}
@inproceedings{bb138774,
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#TT134787"}
@inproceedings{bb138775,
AUTHOR = "Pao, H.T. and Xu, Y.Y. and Chuang, S.C. and Fu, H.C.",
TITLE = "Image Classification and Indexing by EM Based Multiple-Instance
Learning",
BOOKTITLE = Visual07,
YEAR = "2007",
PAGES = "146-153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134788"}
@inproceedings{bb138776,
AUTHOR = "Maron, O. and Ratan, A.L.",
TITLE = "Multiple-Instance Learning for Natural Scene Classification",
BOOKTITLE = DARPA98,
YEAR = "1998",
PAGES = "1031-1036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134789"}
@article{bb138777,
AUTHOR = "Weng, J.Y. and Ahuja, N. and Huang, T.S.",
TITLE = "Learning Recognition and Segmentation Using the Cresceptron",
JOURNAL = IJCV,
VOLUME = "25",
YEAR = "1997",
NUMBER = "2",
MONTH = "November",
PAGES = "109-143",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134790"}
@inproceedings{bb138778,
AUTHOR = "Weng, J.Y. and Ahuja, N. and Huang, T.S.",
TITLE = "Learning Recognition and Segmentation of 3-D Objects from 2-D Images",
BOOKTITLE = ICCV93,
YEAR = "1993",
PAGES = "121-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134791"}
@article{bb138779,
AUTHOR = "Mirhosseini, A.R. and Yan, H.",
TITLE = "Learning Object Models from Graph Templates",
JOURNAL = JEI,
VOLUME = "6",
YEAR = "1997",
NUMBER = "3",
MONTH = "July",
PAGES = "294-302",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134792"}
@article{bb138780,
AUTHOR = "Wu, P.S.Y. and Xiong, Y.G.",
TITLE = "A Learning Mechanism for Parts Recognition in an
Intelligent Assembly System",
JOURNAL = IJAMT,
VOLUME = "13",
YEAR = "1997",
NUMBER = "6",
PAGES = "413-418",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134793"}
@article{bb138781,
AUTHOR = "Caelli, T.M. and West, G.A.W. and Robey, M. and Osman, E.",
TITLE = "A relational learning method for pattern and object recognition",
JOURNAL = IVC,
VOLUME = "17",
YEAR = "1999",
NUMBER = "5/6",
MONTH = "April",
PAGES = "391-401",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134794"}
@article{bb138782,
AUTHOR = "Yeasin, M. and Chaudhuri, S.",
TITLE = "Toward Automatic Robot Programming:
Learning Human Skill from Visual Data",
JOURNAL = SMC-B,
VOLUME = "30",
YEAR = "2000",
NUMBER = "1",
MONTH = "February",
PAGES = "180-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134795"}
@inproceedings{bb138783,
AUTHOR = "Yeasin, M. and Chaudhuri, S.",
TITLE = "Automatic Generation of Robot Program Code:
Learning from Perceptual Data",
BOOKTITLE = ICCV98,
YEAR = "1998",
PAGES = "889-894",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134796"}
@article{bb138784,
AUTHOR = "Tamminen, T. and Lampinen, J.",
TITLE = "Sequential Monte Carlo for Bayesian Matching of Objects with Occlusions",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "6",
MONTH = "June",
PAGES = "930-941",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134797"}
@inproceedings{bb138785,
AUTHOR = "Tamminen, T. and Lampinen, J.",
TITLE = "A Bayesian Occlusion Model for Sequential Object Matching",
BOOKTITLE = BMVC04,
YEAR = "2004",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134798"}
@inproceedings{bb138786,
AUTHOR = "Tamminen, T. and Lampinen, J.",
TITLE = "Learning an Object Model for Feature Matching in Clutter",
BOOKTITLE = SCIA03,
YEAR = "2003",
PAGES = "193-199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134799"}
@article{bb138787,
AUTHOR = "Kim, S. and Yoon, K.J. and Kweon, I.S.",
TITLE = "Object Recognition Using a Generalized Robust Invariant Feature and
Gestalt's Law of Proximity and Similarity",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "2",
MONTH = "February",
PAGES = "726-741",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134800"}
@inproceedings{bb138788,
AUTHOR = "Kim, S. and Yoon, K.J. and Kweon, I.S.",
TITLE = "Object Recognition Using a Generalized Robust Invariant Feature and
Gestalt's Law of Proximity and Similarity",
BOOKTITLE = PercOrg06,
YEAR = "2006",
PAGES = "193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134800"}
@inproceedings{bb138789,
AUTHOR = "Kim, S. and Kweon, I.S.",
TITLE = "Biologically Motivated Perceptual Feature:
Generalized Robust Invariant Feature",
BOOKTITLE = ACCV06,
YEAR = "2006",
PAGES = "II:305-314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134801"}
@article{bb138790,
AUTHOR = "Kim, S. and Kweon, I.S.",
TITLE = "Scalable representation for 3D object recognition using feature sharing
and view clustering",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "2",
MONTH = "February",
PAGES = "754-773",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134802"}
@inproceedings{bb138791,
AUTHOR = "Kim, S. and Kweon, I.S.",
TITLE = "Scalable Representation and Learning for 3D Object Recognition Using
Shared Feature-Based View Clustering",
BOOKTITLE = ACCV06,
YEAR = "2006",
PAGES = "II:561-570",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134803"}
@inproceedings{bb138792,
AUTHOR = "Polak, S. and Shashua, A.",
TITLE = "Latent Model Clustering and Applications to Visual Recognition",
BOOKTITLE = ICCV07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134804"}
@inproceedings{bb138793,
AUTHOR = "Fidler, S. and Berginc, G. and Leonardis, A.",
TITLE = "Hierarchical Statistical Learning of Generic Parts of Object Structure",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "I: 182-189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134805"}
@inproceedings{bb138794,
AUTHOR = "Spence, C. and Pearson, J.D. and Sajda, P.",
TITLE = "Learning Hierarchical Representations of Objects",
BOOKTITLE = ARPA96,
YEAR = "1996",
PAGES = "1415-1428",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134806"}
@inproceedings{bb138795,
AUTHOR = "Duric, Z. and Rivlin, E. and Rosenfeld, A.",
TITLE = "Learning an Object's Function by Observing the Object in Action",
BOOKTITLE = ARPA96,
YEAR = "1996",
PAGES = "1437-1446",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134807"}
@inproceedings{bb138796,
AUTHOR = "Maloof, M.A. and Langley, P. and Sage, S. and Binford, T.O.",
TITLE = "Learning to Detect Rooftops in Aerial Images",
BOOKTITLE = DARPA97,
YEAR = "1997",
PAGES = "835-846",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134808"}
@inproceedings{bb138797,
AUTHOR = "Binford, T.O. and Levitt, T.S. and Langley, P.",
TITLE = "Learning Object Models From Visual Observation and
Background Knowledge",
BOOKTITLE = ARPA94,
YEAR = "1994",
PAGES = "I:765-772",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134809"}
@inproceedings{bb138798,
AUTHOR = "Provan, G.M. and Langley, P. and Binford, T.O.",
TITLE = "Probabilistic Learning of Three-Dimensional Object Models",
BOOKTITLE = ARPA96,
YEAR = "1996",
PAGES = "1403-1414",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134810"}
@inproceedings{bb138799,
AUTHOR = "Payne, J. and Day, M.",
TITLE = "A Projection Filter for Use with Parameterised Learning Models",
BOOKTITLE = ICPR98,
YEAR = "1998",
PAGES = "Vol I: 867-869",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134811"}
Last update:Apr 18, 2024 at 11:38:49