@article{bb138300, AUTHOR = "Tian, Q. and Wu, Y. and Yu, J. and Huang, T.S.", TITLE = "Self-supervised learning based on discriminative nonlinear features for image classification", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "6", MONTH = "June", PAGES = "903-917", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134314"} @inproceedings{bb138301, AUTHOR = "Wu, Y. and Huang, T.S. and Toyama, K.", TITLE = "Self-Supervised Learning for Object Recognition based on Kernel Discriminant-EM Algorithm", BOOKTITLE = ICCV01, YEAR = "2001", PAGES = "I: 275-280", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134315"} @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", JOURNAL = PRL, VOLUME = "128", YEAR = "2019", PAGES = "23-29", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134316"} @article{bb138303, 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#TT134317"} @article{bb138304, AUTHOR = "Song, 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#TT134318"} @inproceedings{bb138305, 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#TT134319"} @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", PAGES = "3986-3995", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134323"} @inproceedings{bb138310, 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#TT134324"} @inproceedings{bb138311, 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#TT134325"} @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, YEAR = "2021", PAGES = "10171-10180", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134326"} @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, YEAR = "2021", PAGES = "10232-10243", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134327"} @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", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "16301-16311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT134328"} @inproceedings{bb138315, 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#TT134329"} @inproceedings{bb138316, 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#TT134330"} @article{bb138317, 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#TT134331"} @inproceedings{bb138318, 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#TT134332"} @article{bb138319, 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#TT134333"} @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", JOURNAL = PAMI, VOLUME = "30", YEAR = "2008", NUMBER = "12", MONTH = "December", PAGES = "2084-2098", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134334"} @article{bb138321, 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#TT134335"} @inproceedings{bb138322, 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#TT134336"} @inproceedings{bb138323, 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#TT134337"} @inproceedings{bb138324, 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#TT134338"} @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", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "6", MONTH = "June", PAGES = "1068-1079", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134339"} @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, VOLUME = "46", YEAR = "2013", NUMBER = "10", MONTH = "October", 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", JOURNAL = IP, VOLUME = "23", YEAR = "2014", NUMBER = "3", MONTH = "March", PAGES = "1430-1441", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134341"} @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", BOOKTITLE = WACV12, YEAR = "2012", PAGES = "401-407", 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", BOOKTITLE = WACV12, YEAR = "2012", PAGES = "481-487", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134343"} @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", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134344"} @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", JOURNAL = Cyber, VOLUME = "44", YEAR = "2014", NUMBER = "5", MONTH = "May", PAGES = "669-680", 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", JOURNAL = MultMedMag, VOLUME = "25", YEAR = "2018", 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", PAGES = "2517-2531", 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", PAGES = "19-26", 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", PAGES = "11-17", 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", PAGES = "83-99", 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", PAGES = "1-6", 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", PAGES = "407-416", 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", PAGES = "242-257", 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, VOLUME = "66", YEAR = "2017", NUMBER = "1", PAGES = "448-459", 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", PAGES = "98-103", 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, VOLUME = "77", YEAR = "2018", PAGES = "329-353", 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", JOURNAL = IP, VOLUME = "27", 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", PAGES = "474-479", 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", PAGES = "xx-yy", 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, VOLUME = "133", YEAR = "2020", PAGES = "247-255", 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"}