@inproceedings{bb151700,
        AUTHOR = "Joseph, K.J. and Paul, S. and Aggarwal, G. and Biswas, S. and Rai, P. and Han, K. and Balasubramanian, V.N.",
        TITLE = "Spacing Loss for Discovering Novel Categories",
        BOOKTITLE = CLVision22,
        YEAR = "2022",
        PAGES = "3760-3765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147621"}

@inproceedings{bb151701,
        AUTHOR = "Gialampoukidis, I. and Andreadis, S. and Pantelidis, N. and Hayat, S. and Zhong, L. and Bakratsas, M. and Hoppe, D. and Vrochidis, S. and Kompatsiaris, I.",
        TITLE = "Parallel DBSCAN-Martingale Estimation of the Number of Concepts for
Automatic Satellite Image Clustering",
        BOOKTITLE = MMMod22,
        YEAR = "2022",
        PAGES = "I:95-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147622"}

@inproceedings{bb151702,
        AUTHOR = "Fini, E. and Sangineto, E. and Lathuiliere, S. and Zhong, Z. and Nabi, M. and Ricci, E.",
        TITLE = "A Unified Objective for Novel Class Discovery",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9264-9272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147623"}

@inproceedings{bb151703,
        AUTHOR = "Kamgar Parsi, B. and Kamgar Parsi, B.",
        TITLE = "Penalized K-Means Algorithms for Finding the Number of Clusters",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "969-974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147624"}

@inproceedings{bb151704,
        AUTHOR = "Yang, L. and Zhan, X.H. and Chen, D.P. and Yan, J.J. and Loy, C.C. and Lin, D.",
        TITLE = "Learning to Cluster Faces on an Affinity Graph",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2293-2301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147625"}

@inproceedings{bb151705,
        AUTHOR = "Bondarev, A.E.",
        TITLE = "Visual Analysis And Processing of Clusters Structures In
Multidimensional Datasets",
        BOOKTITLE = PTVSBB17,
        YEAR = "2017",
        PAGES = "151-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147626"}

@inproceedings{bb151706,
        AUTHOR = "Wang, Z.Y. and Tsechpenakis, G.",
        TITLE = "Feature Clustering with Fading Affect Bias:
Building Visual Vocabularies on the Fly",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:445-456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147627"}

@inproceedings{bb151707,
        AUTHOR = "Levinkov, E. and Kirillov, A. and Andres, B.",
        TITLE = "A Comparative Study of Local Search Algorithms for Correlation
Clustering",
        BOOKTITLE = GCPR17,
        YEAR = "2017",
        PAGES = "103-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147628"}

@inproceedings{bb151708,
        AUTHOR = "Liu, J.C. and Lian, Z.H. and Wang, Y. and Xiao, J.G.",
        TITLE = "Incremental Kernel Null Space Discriminant Analysis for Novelty
Detection",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4123-4131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147629"}

@inproceedings{bb151709,
        AUTHOR = "Guo, P.C. and Wang, X. and Wang, Y.B. and Cheng, Y. and Zhang, Y.",
        TITLE = "Research on automatic determining clustering centers algorithm based
on linear regression analysis",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "1016-1023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147630"}

@inproceedings{bb151710,
        AUTHOR = "Comiter, M. and Cha, M. and Kung, H.T. and Teerapittayanon, S.",
        TITLE = "Lambda means clustering:
Automatic parameter search and distributed computing implementation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2331-2337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147631"}

@inproceedings{bb151711,
        AUTHOR = "Wang, Y. and Li, Y. and Zhao, Q.H.",
        TITLE = "Coupling Regular Tessellation with RJMCMC Algorithm to Segment SAR
Image With Unknown Number Of Classes",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B7: 393-397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147632"}

@inproceedings{bb151712,
        AUTHOR = "Zhao, X.M. and Li, Y. and Zhao, Q.H. and Wang, C.Y.",
        TITLE = "An Entropy-kl Strategy For Estimating Number Of Classes In Image
Segmentation Issues",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B7: 437-441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147633"}

@inproceedings{bb151713,
        AUTHOR = "Zhang, Z.M. and Chen, Y.T. and Saligrama, V.",
        TITLE = "Group Membership Prediction",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "3916-3924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147634"}

@inproceedings{bb151714,
        AUTHOR = "Tepper, M. and Sapiro, G.",
        TITLE = "From Local to Global Communities in Large Networks Through Consensus",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "659-666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147635"}

@inproceedings{bb151715,
        AUTHOR = "Mohammed, A.J. and Yusof, Y. and Husni, H.",
        TITLE = "Determining Number of Clusters Using Firefly Algorithm with Cluster
Merging for Text Clustering",
        BOOKTITLE = IVIC15,
        YEAR = "2015",
        PAGES = "14-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147636"}

@inproceedings{bb151716,
        AUTHOR = "Kim, M. and Lim, J.M. and Shin, H. and Oh, C. and Jeong, H.T.",
        TITLE = "Estimating the Number of Clusters with Database for Texture
Segmentation Using Gabor Filter",
        BOOKTITLE = CVS15,
        YEAR = "2015",
        PAGES = "435-444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147637"}

@inproceedings{bb151717,
        AUTHOR = "Hautamaki, V. and Pollanen, A. and Kinnunen, T. and Lee, K.A. and Li, H.Z. and Franti, P.",
        TITLE = "A Comparison of Categorical Attribute Data Clustering Methods",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "53-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147638"}

@inproceedings{bb151718,
        AUTHOR = "Kading, C. and Freytag, A. and Rodner, E. and Bodesheim, P. and Denzler, J.",
        TITLE = "Active learning and discovery of object categories in the presence of
unnameable instances",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4343-4352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147639"}

@inproceedings{bb151719,
        AUTHOR = "Al Rawi, M.S. and Cunha, J.P.S.",
        TITLE = "Using Permutation Tests to Study How the Dimensionality, the Number of
Classes, and the Number of Samples Affect Classification Analysis",
        BOOKTITLE = ICIAR12,
        YEAR = "2012",
        PAGES = "I: 34-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147640"}

@inproceedings{bb151720,
        AUTHOR = "Kolesnikov, A. and Trichina, E.",
        TITLE = "Determining the Number of Clusters with Rate-Distortion Curve Modeling",
        BOOKTITLE = ICIAR12,
        YEAR = "2012",
        PAGES = "I: 43-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147641"}

@inproceedings{bb151721,
        AUTHOR = "Mittal, M. and Singh, V.P. and Sharma, R.K.",
        TITLE = "Random automatic detection of clusters",
        BOOKTITLE = ICIIP11,
        YEAR = "2011",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147642"}

@inproceedings{bb151722,
        AUTHOR = "Chen, G.L. and Maggioni, M.",
        TITLE = "Multiscale geometric and spectral analysis of plane arrangements",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2825-2832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147643"}

@inproceedings{bb151723,
        AUTHOR = "Gopalan, R. and Sankaranarayanan, J.",
        TITLE = "Max-margin clustering:
Detecting margins from projections of points on lines",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2769-2776",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147644"}

@inproceedings{bb151724,
        AUTHOR = "Zeng, Z.M. and Wang, W.H. and Yang, L.Z. and Zwiggelaar, R.",
        TITLE = "Automatic Estimation of the Number of Segmentation Groups Based on MI",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "532-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147645"}

@inproceedings{bb151725,
        AUTHOR = "Thakoor, N. and Devarajan, V. and Gao, J.X.",
        TITLE = "Computation complexity of branch-and-bound model selection",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1895-1900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147646"}

@inproceedings{bb151726,
        AUTHOR = "Hua, C.S. and Sagawa, R. and Yagi, Y.S.",
        TITLE = "Scale-invariant density-based clustering initialization algorithm and
its application",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147647"}

@inproceedings{bb151727,
        AUTHOR = "Li, F.J. and Klette, R.",
        TITLE = "Recovery Rate of Clustering Algorithms",
        BOOKTITLE = PSIVT09,
        YEAR = "2009",
        PAGES = "1058-1069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147648"}

@inproceedings{bb151728,
        AUTHOR = "Franti, P. and Virmajoki, O. and Hautamaki, V.",
        TITLE = "Probabilistic clustering by random swap algorithm",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147649"}

@inproceedings{bb151729,
        AUTHOR = "Zhao, Q.P. and Hautamaki, V. and Franti, P.",
        TITLE = "Knee Point Detection in BIC for Detecting the Number of Clusters",
        BOOKTITLE = ACIVS08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147650"}

@inproceedings{bb151730,
        AUTHOR = "Zhang, Z.M. and Chan, S. and Chia, L.T.",
        TITLE = "Discriminative Signatures for Image Classification",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "II: 197-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147651"}

@inproceedings{bb151731,
        AUTHOR = "Grim, J.",
        TITLE = "EM Cluster Analysis for Categorical Data",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "640-648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147652"}

@inproceedings{bb151732,
        AUTHOR = "Klawonn, F.",
        TITLE = "Identifying Single Good Clusters in Data Sets",
        BOOKTITLE = IWICPAS06,
        YEAR = "2006",
        PAGES = "160-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147653"}

@inproceedings{bb151733,
        AUTHOR = "Yan, S.C. and Yuan, T.Q. and Tang, X.",
        TITLE = "Learning Semantic Patterns with Discriminant Localized Binary
Projections",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 168-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147654"}

@inproceedings{bb151734,
        AUTHOR = "Nasios, N. and Bors, A.G.",
        TITLE = "Finding the Number of Clusters for Nonparametric Segmentation",
        BOOKTITLE = CAIP05,
        YEAR = "2005",
        PAGES = "213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147655"}

@inproceedings{bb151735,
        AUTHOR = "Zheng, X. and Lin, X.Y.",
        TITLE = "Automatic determination of intrinsic cluster number family in spectral
clustering using random walk on graph",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "V: 3471-3474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147656"}

@inproceedings{bb151736,
        AUTHOR = "Law, M.H.C. and Topchy, A.P. and Jain, A.K.",
        TITLE = "Multiobjective data clustering",
        BOOKTITLE = CVPR04,
        YEAR = "2004",
        PAGES = "II: 424-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147657"}

@inproceedings{bb151737,
        AUTHOR = "Zhang, H. and Malik, J.",
        TITLE = "Learning a discriminative classifier using shape context distances",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 242-247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147658"}

@inproceedings{bb151738,
        AUTHOR = "Marazzi, A. and Gamba, P. and Mecocci, A. and Semboloni, A.",
        TITLE = "Automatic Selection of the Number of Clusters in Multidimensional
Data Problems",
        BOOKTITLE = ICIP96,
        YEAR = "1996",
        PAGES = "III: 631-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147659"}

@inproceedings{bb151739,
        AUTHOR = "Wallace, R.S. and Kanade, T.",
        TITLE = "Finding Natural Clusters Having Minimal Description Lengths",
        BOOKTITLE = ICPR90,
        YEAR = "1990",
        PAGES = "I: 438-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147660"}

@inproceedings{bb151740,
        AUTHOR = "Bandapadhay, A. and Fu, J.L.",
        TITLE = "Searching parameter spaces with noisy linear constraints",
        BOOKTITLE = CVPR88,
        YEAR = "1988",
        PAGES = "550-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147661"}

@article{bb151741,
        AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.",
        TITLE = "Learning Generative Visual Models from Few Training Examples:
An Incremental Bayesian Approach Tested on 101 Object Categories",
        JOURNAL = CVIU,
        VOLUME = "106",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "April",
        PAGES = "59-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147662"}

@inproceedings{bb151742,
        AUTHOR = "Perona, P. and Fergus, R. and Fei Fei, L.",
        TITLE = "Learning Generative Visual Models from Few Training Examples:
An Incremental Bayesian Approach Tested on 101 Object Categories",
        BOOKTITLE = GenModel04,
        YEAR = "2004",
        PAGES = "178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147662"}

@inproceedings{bb151743,
        AUTHOR = "Fei Fei, L. and Perona, P.",
        TITLE = "A Bayesian Hierarchical Model for Learning Natural Scene Categories",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 524-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147663"}

@article{bb151744,
        AUTHOR = "Zhang, H. and Patel, V.M.",
        TITLE = "Sparse Representation-Based Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1690-1696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147664"}

@article{bb151745,
        AUTHOR = "de Oliveira Werneck, R. and Raveaux, R. and Tabbone, S. and da Silva Torres, R.",
        TITLE = "Learning cost function for graph classification with open-set methods",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "8-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147665"}

@inproceedings{bb151746,
        AUTHOR = "de Oliveira Werneck, R. and Raveaux, R. and Tabbone, S. and da Silva Torres, R.",
        TITLE = "Learning Cost Functions for Graph Matching",
        BOOKTITLE = SSSPR18,
        YEAR = "2018",
        PAGES = "345-354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147666"}

@article{bb151747,
        AUTHOR = "Dang, S.A. and Cao, Z.J. and Cui, Z.Y. and Pi, Y.M. and Liu, N.Y.",
        TITLE = "Open Set Incremental Learning for Automatic Target Recognition",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4445-4456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147667"}

@article{bb151748,
        AUTHOR = "Geng, C.X. and Tao, L. and Chen, S.C.",
        TITLE = "Guided CNN for generalized zero-shot and open-set recognition using
visual and semantic prototypes",
        JOURNAL = PR,
        VOLUME = "102",
        YEAR = "2020",
        PAGES = "107263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147668"}

@article{bb151749,
        AUTHOR = "Othman, E. and Bazi, Y. and Melgani, F. and Alhichri, H. and Alajlan, N. and Zuair, M.",
        TITLE = "Domain Adaptation Network for Cross-Scene Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4441-4456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147669"}

@article{bb151750,
        AUTHOR = "Adayel, R. and Bazi, Y. and Alhichri, H. and Alajlan, N.",
        TITLE = "Deep Open-Set Domain Adaptation for Cross-Scene Classification based
on Adversarial Learning and Pareto Ranking",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147670"}

@article{bb151751,
        AUTHOR = "Loghmani, M.R. and Vincze, M. and Tommasi, T.",
        TITLE = "Positive-unlabeled learning for open set domain adaptation",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "198-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147671"}

@article{bb151752,
        AUTHOR = "Fu, Y. and Wang, X. and Dong, H. and Jiang, Y.G. and Wang, M. and Xue, X. and Sigal, L.",
        TITLE = "Vocabulary-Informed Zero-Shot and Open-Set Learning",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3136-3152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147672"}

@article{bb151753,
        AUTHOR = "Liu, S.J. and Shi, Q. and Zhang, L.P.",
        TITLE = "Few-Shot Hyperspectral Image Classification With Unknown Classes
Using Multitask Deep Learning",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "5085-5102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147673"}

@article{bb151754,
        AUTHOR = "Cevikalp, H. and Uzun, B. and Kopuklu, O. and Ozturk, G.",
        TITLE = "Deep compact polyhedral conic classifier for open and closed set
recognition",
        JOURNAL = PR,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147674"}

@article{bb151755,
        AUTHOR = "Zhou, H.H. and Azzam, M. and Zhong, J. and Liu, C. and Wu, S. and Wong, H.S.",
        TITLE = "Knowledge Exchange Between Domain-Adversarial and Private Networks
Improves Open Set Image Classification",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "5807-5818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147675"}

@article{bb151756,
        AUTHOR = "Feng, Z. and Xu, C. and Tao, D.C.",
        TITLE = "Open-Set Hypothesis Transfer With Semantic Consistency",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6473-6484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147676"}

@article{bb151757,
        AUTHOR = "Shermin, T. and Lu, G.J. and Teng, S.W. and Murshed, M. and Sohel, F.",
        TITLE = "Adversarial Network With Multiple Classifiers for Open Set Domain
Adaptation",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "2732-2744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147677"}

@article{bb151758,
        AUTHOR = "Geng, C.X. and Huang, S.J. and Chen, S.C.",
        TITLE = "Recent Advances in Open Set Recognition: A Survey",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3614-3631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147678"}

@article{bb151759,
        AUTHOR = "Park, J. and Low, C.Y. and Teoh, A.B.J.",
        TITLE = "Divergent Angular Representation for Open Set Image Recognition",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "176-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147679"}

@article{bb151760,
        AUTHOR = "Chambers, L. and Gaber, M.M.",
        TITLE = "DeepStreamOS: Fast open-Set classification for convolutional neural
networks",
        JOURNAL = PRL,
        VOLUME = "154",
        YEAR = "2022",
        PAGES = "75-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147680"}

@article{bb151761,
        AUTHOR = "Yang, H.M. and Zhang, X.Y. and Yin, F. and Yang, Q. and Liu, C.L.",
        TITLE = "Convolutional Prototype Network for Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2358-2370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147681"}

@article{bb151762,
        AUTHOR = "Zhang, Y.B. and Deng, B. and Tang, H. and Zhang, L. and Jia, K.",
        TITLE = "Unsupervised Multi-Class Domain Adaptation:
Theory, Algorithms, and Practice",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2775-2792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147682"}

@article{bb151763,
        AUTHOR = "Huang, F.X. and Fu, X.W. and Ye, S.Y. and Ma, L. and Li, W. and Gao, X.B. and Zhang, D. and Zhang, L.",
        TITLE = "Unsupervised Robust Domain Adaptation: Paradigm, Theory and Algorithm",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147683"}

@article{bb151764,
        AUTHOR = "Yuan, Y. and He, X.X. and Jiang, Z.Y.",
        TITLE = "Adaptive open domain recognition by coarse-to-fine prototype-based
network",
        JOURNAL = PR,
        VOLUME = "128",
        YEAR = "2022",
        PAGES = "108657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147684"}

@article{bb151765,
        AUTHOR = "Bevandic, P. and Kreso, I. and Orsic, M. and Segvic, S.",
        TITLE = "Dense open-set recognition based on training with noisy negative
images",
        JOURNAL = IVC,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "104490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147685"}

@article{bb151766,
        AUTHOR = "Giusti, E. and Ghio, S. and Oveis, A.H. and Martorella, M.",
        TITLE = "Proportional Similarity-Based Openmax Classifier for Open Set
Recognition in SAR Images",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147686"}

@article{bb151767,
        AUTHOR = "Chen, G.Y. and Peng, P.X. and Wang, X.Q. and Tian, Y.H.",
        TITLE = "Adversarial Reciprocal Points Learning for Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "8065-8081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147687"}

@inproceedings{bb151768,
        AUTHOR = "Chen, G.Y. and Qiao, L.M. and Shi, Y.M. and Peng, P.X. and Li, J. and Huang, T.J. and Pu, S.L. and Tian, Y.H.",
        TITLE = "Learning Open Set Network with Discriminative Reciprocal Points",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "III:507-522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147688"}

@article{bb151769,
        AUTHOR = "Cordeiro, F.R. and Sachdeva, R. and Belagiannis, V. and Reid, I.D. and Carneiro, G.",
        TITLE = "LongReMix: Robust learning with high confidence samples in a noisy
label environment",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147689"}

@inproceedings{bb151770,
        AUTHOR = "Sachdeva, R. and Cordeiro, F.R. and Belagiannis, V. and Reid, I.D. and Carneiro, G.",
        TITLE = "EvidentialMix: Learning with Combined Open-set and Closed-set Noisy
Labels",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3606-3614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147690"}

@article{bb151771,
        AUTHOR = "Naranjo Alcazar, J. and Perez Castanos, S. and Zuccarello, P. and Torres, A.M. and Lopez, J.J. and Ferri, F.J. and Cobos, M.",
        TITLE = "An Open-Set Recognition and Few-Shot Learning Dataset for Audio Event
Classification in Domestic Environments",
        JOURNAL = PRL,
        VOLUME = "164",
        YEAR = "2022",
        PAGES = "40-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147691"}

@article{bb151772,
        AUTHOR = "Sun, J.Y. and Wang, H. and Dong, Q.",
        TITLE = "MoEP-AE: Autoencoding Mixtures of Exponential Power Distributions for
Open-Set Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "312-325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147692"}

@article{bb151773,
        AUTHOR = "Huang, H.Z. and Wang, Y. and Hu, Q.H. and Cheng, M.M.",
        TITLE = "Class-Specific Semantic Reconstruction for Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4214-4228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147693"}

@article{bb151774,
        AUTHOR = "Xia, Z.H. and Wang, P.H. and Dong, G.G. and Liu, H.W.",
        TITLE = "Spatial location constraint prototype loss for open set recognition",
        JOURNAL = CVIU,
        VOLUME = "229",
        YEAR = "2023",
        PAGES = "103651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147694"}

@article{bb151775,
        AUTHOR = "Cevikalp, H. and Uzun, B. and Salk, Y. and Saribas, H. and Kopuklu, O.",
        TITLE = "From anomaly detection to open set recognition: Bridging the gap",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147695"}

@article{bb151776,
        AUTHOR = "Zhu, F. and Zhang, X.Y. and Wang, R.Q. and Liu, C.L.",
        TITLE = "Learning by Seeing More Classes",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "7477-7493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147696"}

@article{bb151777,
        AUTHOR = "Liu, Z.G. and Fu, Y.M. and Pan, Q. and Zhang, Z.W.",
        TITLE = "Orientational Distribution Learning With Hierarchical Spatial
Attention for Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8757-8772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147697"}

@article{bb151778,
        AUTHOR = "Jiao, L.M. and Wang, F. and Geng, X.J. and Liu, Z.G. and Yang, F. and Pan, Q.",
        TITLE = "Deep evidential clustering based on feature representation learning
and belief function theory",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147698"}

@article{bb151779,
        AUTHOR = "An, Y.X. and Xue, H. and Zhao, X.Y. and Wang, J.",
        TITLE = "From Instance to Metric Calibration:
A Unified Framework for Open-World Few-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9757-9773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147699"}

@article{bb151780,
        AUTHOR = "Huang, J. and Prijatelj, D. and Dulay, J. and Scheirer, W.J.",
        TITLE = "Measuring Human Perception to Improve Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "11382-11389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147700"}

@article{bb151781,
        AUTHOR = "Luo, Y. and Wang, Z.J. and Chen, Z.X. and Huang, Z. and Baktashmotlagh, M.",
        TITLE = "Source-Free Progressive Graph Learning for Open-Set Domain Adaptation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "11240-11255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147701"}

@inproceedings{bb151782,
        AUTHOR = "Baktashmotlagh, M. and Chen, T.L. and Salzmann, M.",
        TITLE = "Learning to Generate the Unknowns as a Remedy to the Open-Set Domain
Shift",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3737-3746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147702"}

@inproceedings{bb151783,
        AUTHOR = "Long, Y.X. and Wen, Y.P. and Han, J.H. and Xu, H. and Ren, P.Z. and Zhang, W. and Zhao, S. and Liang, X.D.",
        TITLE = "CapDet: Unifying Dense Captioning and Open-World Detection
Pretraining",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15233-15243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147703"}

@article{bb151784,
        AUTHOR = "Zhou, H.M. and Wu, H.B. and Wang, A. and Iwahori, Y. and Yu, X.Y.",
        TITLE = "Incorporating Attention Mechanism, Dense Connection Blocks, and
Multi-Scale Reconstruction Networks for Open-Set Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "18",
        PAGES = "4535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147704"}

@article{bb151785,
        AUTHOR = "Li, T. and Wen, Z.Y. and Long, Y. and Hong, Z. and Zheng, S. and Yu, L. and Chen, B. and Yang, X. and Shao, L.",
        TITLE = "The Importance of Expert Knowledge for Automatic Modulation Open Set
Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13730-13748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147705"}

@article{bb151786,
        AUTHOR = "Li, J. and Yang, L. and Wang, Q.L. and Hu, Q.H.",
        TITLE = "WDAN: A Weighted Discriminative Adversarial Network With Dual
Classifiers for Fine-Grained Open-Set Domain Adaptation",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5133-5147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147706"}

@article{bb151787,
        AUTHOR = "Jiang, G.S. and Zhu, P.F. and Wang, Y. and Hu, Q.H.",
        TITLE = "OpenMix+: Revisiting Data Augmentation for Open Set Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6777-6787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147707"}

@article{bb151788,
        AUTHOR = "Sun, J.Y. and Dong, Q.",
        TITLE = "Conditional feature generation for transductive open-set recognition
via dual-space consistent sampling",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147708"}

@article{bb151789,
        AUTHOR = "Nag, S. and Raychaudhuri, D.S. and Paul, S. and Roy Chowdhury, A.K.",
        TITLE = "Reconstruction Guided Meta-Learning for Few Shot Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15394-15405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147709"}

@article{bb151790,
        AUTHOR = "Park, J. and Park, H. and Jeong, E. and Teoh, A.B.J.",
        TITLE = "Understanding open-set recognition by Jacobian norm and inter-class
separation",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147710"}

@article{bb151791,
        AUTHOR = "Li, X. and Fang, M. and Zhai, Z.B.",
        TITLE = "Joint Feature Generation and Open-set Prototype Learning for
generalized zero-shot open-set classification",
        JOURNAL = PR,
        VOLUME = "147",
        YEAR = "2024",
        PAGES = "110133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147711"}

@article{bb151792,
        AUTHOR = "Willes, J. and Harrison, J. and Harakeh, A. and Finn, C. and Pavone, M. and Waslander, S.L.",
        TITLE = "Bayesian Embeddings for Few-Shot Open World Recognition",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1513-1529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147712"}

@article{bb151793,
        AUTHOR = "Yang, F.L. and Li, B.M. and Han, J.L.",
        TITLE = "iCausalOSR: invertible Causal Disentanglement for Open-Set
Recognition",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147713"}

@article{bb151794,
        AUTHOR = "Li, T.Q. and Pang, G.S. and Bai, X. and Zheng, J. and Zhou, L. and Ning, X.",
        TITLE = "Learning adversarial semantic embeddings for zero-shot recognition in
open worlds",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147714"}

@article{bb151795,
        AUTHOR = "Zhao, T.H. and Lin, Y.T. and Wu, Y. and Du, B.",
        TITLE = "Promote knowledge mining towards open-world semi-supervised learning",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147715"}

@article{bb151796,
        AUTHOR = "Weng, T.Y. and Xiao, J. and Pan, H. and Jiang, H.Y.",
        TITLE = "PartCom: Part Composition Learning for 3D Open-Set Recognition",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1393-1416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147716"}

@article{bb151797,
        AUTHOR = "Li, X.K. and Yi, R. and Huang, Y.P.",
        TITLE = "Mutual Filter Teaching for Open-Set Semi-Supervised Learning",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "7700-7708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147717"}

@inproceedings{bb151798,
        AUTHOR = "Li, X.K. and Huang, Y.P. and Guan, Q.J.",
        TITLE = "CLIP-driven Coarse-to-fine Semantic Guidance for Fine-grained
Open-set Semi-supervised Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30312-30321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147718"}

@article{bb151799,
        AUTHOR = "Wu, J.Z. and Li, X.T. and Xu, S.L. and Yuan, H. and Ding, H.H. and Yang, Y. and Li, X. and Zhang, J.N. and Tong, Y.H. and Jiang, X.D. and Ghanem, B. and Tao, D.C.",
        TITLE = "Towards Open Vocabulary Learning: A Survey",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5092-5113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621oset2.html#TT147719"}