@inproceedings{bb147600,
        AUTHOR = "He, K.M. and Fan, H.Q. and Wu, Y.X. and Xie, S.N. and Girshick, R.",
        TITLE = "Momentum Contrast for Unsupervised Visual Representation Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9726-9735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143534"}

@inproceedings{bb147601,
        AUTHOR = "Watkins, Y. and Kim, E. and Sornborger, A. and Kenyon, G.T.",
        TITLE = "Using Sinusoidally-Modulated Noise as a Surrogate for Slow-Wave Sleep
to Accomplish Stable Unsupervised Dictionary Learning in a
Spike-Based Sparse Coding Model",
        BOOKTITLE = WiCV20,
        YEAR = "2020",
        PAGES = "1482-1487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143535"}

@inproceedings{bb147602,
        AUTHOR = "Wang, W.W. and Yang, C.Y. and Li, Q.",
        TITLE = "Discriminative Analysis Dictionary and Classifier Learning for
Pattern Classification",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "385-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143536"}

@inproceedings{bb147603,
        AUTHOR = "Apicella, A. and Isgro, F. and Prevete, R. and Tamburrini, G.",
        TITLE = "Contrastive Explanations to Classification Systems Using Sparse
Dictionaries",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:207-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143537"}

@inproceedings{bb147604,
        AUTHOR = "Luo, S. and Leung, A.P.",
        TITLE = "Improved Dictionary Learning with Enriched Information for Biomedical
Images",
        BOOKTITLE = BioIm18,
        YEAR = "2018",
        PAGES = "VI:375-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143538"}

@inproceedings{bb147605,
        AUTHOR = "Tang, H. and Wei, H. and Xiao, W. and Wang, W. and Xu, D. and Yan, Y. and Sebe, N.",
        TITLE = "Deep Micro-Dictionary Learning and Coding Network",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "386-395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143539"}

@inproceedings{bb147606,
        AUTHOR = "Chen, Y.F. and Su, J.B.",
        TITLE = "Dict Layer: A Structured Dictionary Layer",
        BOOKTITLE = Biometrics18,
        YEAR = "2018",
        PAGES = "535-53509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143540"}

@inproceedings{bb147607,
        AUTHOR = "Sun, Y. and Zhang, Z. and Jiang, W. and Liu, G. and Wang, M. and Yan, S.",
        TITLE = "Robust Discriminative Projective Dictionary Pair Learning by Adaptive
Representations",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "621-626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143541"}

@inproceedings{bb147608,
        AUTHOR = "Selvaraju, R.R. and Chattopadhyay, P. and Elhoseiny, M. and Sharma, T. and Batra, D. and Parikh, D. and Lee, S.",
        TITLE = "Choose Your Neuron: Incorporating Domain Knowledge Through
Neuron-Importance",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XIII: 540-556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143542"}

@inproceedings{bb147609,
        AUTHOR = "Mou, H. and Barbu, A.",
        TITLE = "Accurate Dictionary Learning with Direct Sparsity Control",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1842-1846",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143543"}

@inproceedings{bb147610,
        AUTHOR = "Silva, G. and Rodriguez, P.",
        TITLE = "Efficient Algorithm for Convolutional Dictionary Learning via
Accelerated Proximal Gradient Consensus",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3978-3982",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143544"}

@inproceedings{bb147611,
        AUTHOR = "Degraux, K. and Kamilov, U.S. and Boufounos, P.T. and Liu, D.",
        TITLE = "Online convolutional dictionary learning for multimodal imaging",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1617-1621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143545"}

@inproceedings{bb147612,
        AUTHOR = "Garcia Cardona, C. and Wohlberg, B.",
        TITLE = "Subproblem coupling in convolutional dictionary learning",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1697-1701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143546"}

@inproceedings{bb147613,
        AUTHOR = "Liu, J. and Garcia Cardona, C. and Wohlberg, B. and Yin, W.",
        TITLE = "Online convolutional dictionary learning",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1707-1711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143547"}

@inproceedings{bb147614,
        AUTHOR = "Serra, J.G. and Villena, S. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Greedy Bayesian double sparsity dictionary learning",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1935-1939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143548"}

@inproceedings{bb147615,
        AUTHOR = "Liu, Q. and Leung, H.",
        TITLE = "Synthesis-analysis deconvolutional network for compressed sensing",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1940-1944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143549"}

@inproceedings{bb147616,
        AUTHOR = "Wang, H. and Xia, Y. and Wang, Z.",
        TITLE = "Dictionary learning-based image compression",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3235-3239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143550"}

@inproceedings{bb147617,
        AUTHOR = "Papyan, V. and Romano, Y. and Elad, M. and Sulam, J.",
        TITLE = "Convolutional Dictionary Learning via Local Processing",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5306-5314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143551"}

@inproceedings{bb147618,
        AUTHOR = "Nilsson, M.",
        TITLE = "Sparse coding with unity range codes and label consistent
discriminative dictionary learning",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3186-3191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143552"}

@inproceedings{bb147619,
        AUTHOR = "Liu, J. and Tang, S. and Li, Y.",
        TITLE = "Collaborative Dictionary Learning and Soft Assignment for Sparse Coding
of Image Features",
        BOOKTITLE = MMMod17,
        YEAR = "2017",
        PAGES = "I: 443-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143553"}

@inproceedings{bb147620,
        AUTHOR = "Lai, B.S. and Gong, X.J.",
        TITLE = "Saliency Guided Dictionary Learning for Weakly-Supervised Image
Parsing",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "3630-3639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143554"}

@inproceedings{bb147621,
        AUTHOR = "Huang, W. and Sun, F. and Cao, L. and Zhao, D. and Liu, H. and Harandi, M.",
        TITLE = "Sparse Coding and Dictionary Learning with Linear Dynamical Systems",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "3938-3947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143555"}

@inproceedings{bb147622,
        AUTHOR = "Zhang, Y. and Ji, R.R. and Fan, X.P. and Wang, Y. and Guo, F. and Gao, Y. and Zhao, D.B.",
        TITLE = "Search-Based Depth Estimation via Coupled Dictionary Learning with
Large-Margin Structure Inference",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 858-874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143556"}

@inproceedings{bb147623,
        AUTHOR = "Liu, Y. and Chen, W. and Chen, Q.C. and Wassell, I.",
        TITLE = "Support Discrimination Dictionary Learning for Image Classification",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "II: 375-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143557"}

@inproceedings{bb147624,
        AUTHOR = "Taalimi, A. and Shams, H. and Rahimpour, A. and Khorsandi, R. and Wang, W. and Guo, R. and Qi, H.",
        TITLE = "Multimodal weighted dictionary learning",
        BOOKTITLE = AVSS16,
        YEAR = "2016",
        PAGES = "173-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143558"}

@inproceedings{bb147625,
        AUTHOR = "Taalimi, A. and Rahimpour, A. and Capdevila, C. and Zhang, Z.F. and Qi, H.R.",
        TITLE = "Robust coupling in space of sparse codes for multi-view recognition",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3897-3901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143559"}

@inproceedings{bb147626,
        AUTHOR = "Rong, Y. and Xiong, S.W. and Gao, Y.S.",
        TITLE = "Discriminative dictionary pair learning from partially labeled data",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "719-723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143560"}

@inproceedings{bb147627,
        AUTHOR = "Marsousi, M. and Li, X.Y. and Plataniotis, K.N.",
        TITLE = "Shape-included label-consistent discriminative dictionary learning:
An approach to detect and segment multi-class objects in images",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "729-733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143561"}

@inproceedings{bb147628,
        AUTHOR = "Reichman, D. and Malof, J.M. and Collins, L.M.",
        TITLE = "Leveraging seed dictionaries to improve dictionary learning",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3723-3727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143562"}

@inproceedings{bb147629,
        AUTHOR = "Matiz, S. and Barner, K.E.",
        TITLE = "Label consistent recursive least squares dictionary learning for
image classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1888-1892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143563"}

@inproceedings{bb147630,
        AUTHOR = "Cui, S.Y. and Schwarz, G. and Datcu, M.",
        TITLE = "Image classification: No features, no clustering",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1960-1964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143564"}

@inproceedings{bb147631,
        AUTHOR = "Guo, J. and Guo, Y.Q. and Li, Y. and Wang, B. and Li, M.",
        TITLE = "Locality sensitive discriminative dictionary learning",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1558-1562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143565"}

@inproceedings{bb147632,
        AUTHOR = "Liu, B.D. and Shen, B. and Li, X.",
        TITLE = "Locality sensitive dictionary learning for image classification",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3807-3811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143566"}

@inproceedings{bb147633,
        AUTHOR = "Haghiri, S. and Rabiee, H.R. and Soltani Farani, A. and Hosseini, S.A. and Shadloo, M.",
        TITLE = "Locality preserving discriminative dictionary learning",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5242-5246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143567"}

@inproceedings{bb147634,
        AUTHOR = "Cai, S. and Zuo, W.M. and Zhang, L. and Feng, X.C. and Wang, P.",
        TITLE = "Support Vector Guided Dictionary Learning",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "IV: 624-639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143568"}

@inproceedings{bb147635,
        AUTHOR = "Chen, Z.Y. and Wu, Y.",
        TITLE = "Robust Dictionary Learning by Error Source Decomposition",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2216-2223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143569"}

@inproceedings{bb147636,
        AUTHOR = "Hawe, S. and Seibert, M. and Kleinsteuber, M.",
        TITLE = "Separable Dictionary Learning",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "438-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143570"}

@inproceedings{bb147637,
        AUTHOR = "Lian, X.C. and Li, Z.W. and Lu, B.L. and Zhang, L.",
        TITLE = "Max-Margin Dictionary Learning for Multiclass Image Categorization",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "IV: 157-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143571"}

@inproceedings{bb147638,
        AUTHOR = "Ramirez, I. and Sprechmann, P. and Sapiro, G.",
        TITLE = "Classification and clustering via dictionary learning with structured
incoherence and shared features",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3501-3508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143572"}

@inproceedings{bb147639,
        AUTHOR = "Zhang, R.G. and Wang, C.H. and Xiao, B.H.",
        TITLE = "A strategy of classification via sparse dictionary learned by
non-negative K-SVD",
        BOOKTITLE = Subspace09,
        YEAR = "2009",
        PAGES = "117-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143573"}

@article{bb147640,
        AUTHOR = "Angelini, L. and Marinazzo, D. and Pellicoro, M. and Stramaglia, S.",
        TITLE = "Semi-supervised learning by search of optimal target vector",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "34-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143574"}

@article{bb147641,
        AUTHOR = "Begleiter, R. and El Yaniv, R. and Pechyony, D.",
        TITLE = "Repairing self-confident active-transductive learners using systematic
exploration",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1245-1251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143575"}

@article{bb147642,
        AUTHOR = "Come, E. and Oukhellou, L. and Denoeux, T. and Aknin, P.",
        TITLE = "Learning from partially supervised data using mixture models and belief
functions",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "334-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143576"}

@article{bb147643,
        AUTHOR = "Wang, J.D. and Wang, F. and Zhang, C.S. and Shen, H.C. and Quan, L.",
        TITLE = "Linear Neighborhood Propagation and Its Applications",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1600-1615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143577"}

@inproceedings{bb147644,
        AUTHOR = "Wang, F. and Zhang, C.S. and Shen, H.C. and Wang, J.D.",
        TITLE = "Semi-Supervised Classification Using Linear Neighborhood Propagation",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 160-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143578"}

@article{bb147645,
        AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K. and Liu, Y.",
        TITLE = "SemiBoost: Boosting for Semi-Supervised Learning",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2000-2014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143579"}

@inproceedings{bb147646,
        AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K.",
        TITLE = "Active query selection for semi-supervised clustering",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143580"}

@inproceedings{bb147647,
        AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K.",
        TITLE = "Online visual vocabulary pruning using pairwise constraints",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3073-3080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143581"}

@article{bb147648,
        AUTHOR = "Chen, K. and Wang, S.H.",
        TITLE = "Semi-Supervised Learning via Regularized Boosting Working on Multiple
Semi-Supervised Assumptions",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "129-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143582"}

@article{bb147649,
        AUTHOR = "Chen, X.M. and Liu, W.Q. and Qiu, H.N. and Lai, J.H.",
        TITLE = "APSCAN: A parameter free algorithm for clustering",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "973-986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143583"}

@inproceedings{bb147650,
        AUTHOR = "Qiu, H.N. and Lai, J.H. and Huang, J. and Chen, Y.",
        TITLE = "Semi-supervised discriminant analysis based on UDP regularization",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143584"}

@article{bb147651,
        AUTHOR = "Adankon, M.M. and Cheriet, M.",
        TITLE = "Help-Training for semi-supervised support vector machines",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2220-2230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143585"}

@inproceedings{bb147652,
        AUTHOR = "Adankon, M.M. and Cheriet, M.",
        TITLE = "Help-training for semi-supervised discriminative classifiers.
Application to SVM",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143586"}

@article{bb147653,
        AUTHOR = "Monaco, J.P. and Madabhushi, A.",
        TITLE = "Weighted Maximum Posterior Marginals for Random Fields Using an
Ensemble of Conditional Densities From Multiple Markov Chain Monte
Carlo Simulations",
        JOURNAL = MedImg,
        VOLUME = "30",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1353-1364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143587"}

@article{bb147654,
        AUTHOR = "Yang, T. and Priebe, C.E.",
        TITLE = "The Effect of Model Misspecification on Semi-Supervised Classification",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2093-2103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143588"}

@article{bb147655,
        AUTHOR = "Jiao, L.C. and Shang, F.H. and Wang, F. and Liu, Y.Y.",
        TITLE = "Fast semi-supervised clustering with enhanced spectral embedding",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4358-4369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143589"}

@article{bb147656,
        AUTHOR = "Yang, B. and Zhang, X.T. and Nie, F.P. and Wang, F.",
        TITLE = "Fast Multiview Clustering With Spectral Embedding",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "3884-3895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143590"}

@article{bb147657,
        AUTHOR = "Chang, C.C. and Chen, H.Y.",
        TITLE = "Semi-supervised clustering with discriminative random fields",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4402-4413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143591"}

@article{bb147658,
        AUTHOR = "Liu, W. and Wang, J. and Chang, S.F.",
        TITLE = "Robust and Scalable Graph-Based Semisupervised Learning",
        JOURNAL = PIEEE,
        VOLUME = "100",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2624-2638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143592"}

@article{bb147659,
        AUTHOR = "Astudillo, C.A. and Oommen, B.J.",
        TITLE = "On achieving semi-supervised pattern recognition by utilizing
tree-based SOMs",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "293-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143593"}

@article{bb147660,
        AUTHOR = "Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.P.",
        TITLE = "Scalable Active Learning for Multiclass Image Classification",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2259-2273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143594"}

@inproceedings{bb147661,
        AUTHOR = "Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.P.",
        TITLE = "Breaking the interactive bottleneck in multi-class classification with
active selection and binary feedback",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2995-3002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143595"}

@inproceedings{bb147662,
        AUTHOR = "Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.P.",
        TITLE = "Multi-class active learning for image classification",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2372-2379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143596"}

@article{bb147663,
        AUTHOR = "Fu, M. and Luo, B. and Kong, M.",
        TITLE = "Semi-supervised manifold learning based on 2-fold weights",
        JOURNAL = IET-CV,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "348-354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143597"}

@article{bb147664,
        AUTHOR = "Czaja, W. and Ehler, M.",
        TITLE = "Schroedinger Eigenmaps for the Analysis of Biomedical Data",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1274-1280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143598"}

@article{bb147665,
        AUTHOR = "Wang, C.D. and Lai, J.H. and Suen, C.Y. and Zhu, J.Y.",
        TITLE = "Multi-Exemplar Affinity Propagation",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "9",
        PAGES = "2223-2237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143599"}

@article{bb147666,
        AUTHOR = "Huang, G. and Song, S.J. and Gupta, J.N.D. and Wu, C.",
        TITLE = "A second order cone programming approach for semi-supervised learning",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "3548-3558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143600"}

@article{bb147667,
        AUTHOR = "Xing, X.L. and Yu, Y. and Jiang, H. and Du, S.",
        TITLE = "A multi-manifold semi-supervised Gaussian mixture model for pattern
classification",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "16",
        PAGES = "2118-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143601"}

@article{bb147668,
        AUTHOR = "He, P. and Xu, X.H. and Hu, K. and Chen, L.",
        TITLE = "Semi-supervised clustering via multi-level random walk",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "820-832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143602"}

@article{bb147669,
        AUTHOR = "Schwenker, F. and Trentin, E.",
        TITLE = "Partially supervised learning for pattern recognition",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143603"}

@article{bb147670,
        AUTHOR = "Schwenker, F. and Trentin, E.",
        TITLE = "Pattern classification and clustering: A review of partially
supervised learning approaches",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "4-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143604"}

@article{bb147671,
        AUTHOR = "Lausser, L. and Schmid, F. and Schmid, M. and Kestler, H.A.",
        TITLE = "Unlabeling data can improve classification accuracy",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "15-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143605"}

@article{bb147672,
        AUTHOR = "Zeyl, T.J. and Chau, T.",
        TITLE = "A case study of linear classifiers adapted using imperfect labels
derived from human event-related potentials",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "54-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143606"}

@article{bb147673,
        AUTHOR = "Lai, H.P. and Visani, M. and Boucher, A. and Ogier, J.M.",
        TITLE = "A new interactive semi-supervised clustering model for large image
database indexing",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "94-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143607"}

@article{bb147674,
        AUTHOR = "Lai, H.P. and Visani, M. and Boucher, A. and Ogier, J.M.",
        TITLE = "Towards an interactive index structuring system for content-based image
retrieval in large image databases",
        JOURNAL = ELCVIA,
        VOLUME = "13",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143608"}

@article{bb147675,
        AUTHOR = "Castelli, I. and Trentin, E.",
        TITLE = "Combination of supervised and unsupervised learning for training the
activation functions of neural networks",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "178-191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143609"}

@article{bb147676,
        AUTHOR = "Yoshiyama, K. and Sakurai, A.",
        TITLE = "Laplacian minimax probability machine",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "192-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143610"}

@article{bb147677,
        AUTHOR = "Le, T.B. and Kim, S.W.",
        TITLE = "Modified criterion to select useful unlabeled data for improving
semi-supervised support vector machines",
        JOURNAL = PRL,
        VOLUME = "60-61",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "48-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143611"}

@article{bb147678,
        AUTHOR = "Alkama, S. and Desquesnes, X. and El Moataz, A.",
        TITLE = "Infinity Laplacian on graphs with gradient terms for image and data
clustering",
        JOURNAL = PRL,
        VOLUME = "41",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "65-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143612"}

@article{bb147679,
        AUTHOR = "Biswas, A. and Jacobs, D.W.",
        TITLE = "Active Image Clustering with Pairwise Constraints from Humans",
        JOURNAL = IJCV,
        VOLUME = "108",
        YEAR = "2014",
        NUMBER = "1-2",
        MONTH = "May",
        PAGES = "133-147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143613"}

@inproceedings{bb147680,
        AUTHOR = "Biswas, A. and Jacobs, D.W.",
        TITLE = "Active image clustering:
Seeking constraints from humans to complement algorithms",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2152-2159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143614"}

@article{bb147681,
        AUTHOR = "Biswas, A. and Jacobs, D.W.",
        TITLE = "Active subclustering",
        JOURNAL = CVIU,
        VOLUME = "125",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "72-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143615"}

@article{bb147682,
        AUTHOR = "Wang, H. and Li, T. and Li, T. and Yang, Y.",
        TITLE = "Constraint Neighborhood Projections for Semi-Supervised Clustering",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "636-643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143616"}

@article{bb147683,
        AUTHOR = "Xu, J. and Wu, Q. and Zhang, J. and Shen, F. and Tang, Z.",
        TITLE = "Boosting Separability in Semisupervised Learning for Object
Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1197-1208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143617"}

@article{bb147684,
        AUTHOR = "Zhu, X.B. and Schleif, F.M. and Hammer, B.",
        TITLE = "Adaptive conformal semi-supervised vector quantization for
dissimilarity data",
        JOURNAL = PRL,
        VOLUME = "49",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "138-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143618"}

@inproceedings{bb147685,
        AUTHOR = "Schleif, F.M. and Zhu, X.B. and Gisbrecht, A. and Hammer, B.",
        TITLE = "Fast approximated relational and kernel clustering",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1229-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143619"}

@article{bb147686,
        AUTHOR = "Schleif, F.M. and Tino, P.",
        TITLE = "Indefinite Core Vector Machine",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "187-195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143620"}

@article{bb147687,
        AUTHOR = "Schleif, F.M. and Raab, C. and Tino, P.",
        TITLE = "Sparsification of core set models in non-metric supervised learning",
        JOURNAL = PRL,
        VOLUME = "129",
        YEAR = "2020",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143621"}

@article{bb147688,
        AUTHOR = "Li, Y.F. and Zhou, Z.H.",
        TITLE = "Towards Making Unlabeled Data Never Hurt",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "175-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143622"}

@article{bb147689,
        AUTHOR = "Ye, Y.D. and Liu, R. and Lou, Z.Z.",
        TITLE = "Incorporating side information into multivariate Information
Bottleneck for generating alternative clusterings",
        JOURNAL = PRL,
        VOLUME = "51",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "70-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143623"}

@article{bb147690,
        AUTHOR = "Shen, F.M. and Shen, C.H. and Shi, Q.F. and van den Hengel, A.J. and Tang, Z.M. and Shen, H.T.",
        TITLE = "Hashing on Nonlinear Manifolds",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1839-1851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143624"}

@inproceedings{bb147691,
        AUTHOR = "Shen, F.M. and Shen, C.H. and Shi, Q.F. and van den Hengel, A.J. and Tang, Z.M.",
        TITLE = "Inductive Hashing on Manifolds",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1562-1569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143625"}

@inproceedings{bb147692,
        AUTHOR = "Shen, F.M. and Shen, C.H. and Liu, W. and Shen, H.T.",
        TITLE = "Supervised Discrete Hashing",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "37-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143626"}

@article{bb147693,
        AUTHOR = "Liu, X. and Guo, T. and He, L. and Yang, X.",
        TITLE = "A Low-Rank Approximation-Based Transductive Support Tensor Machine
for Semisupervised Classification",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1825-1838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143627"}

@article{bb147694,
        AUTHOR = "Wang, D. and Zhang, X.Q. and Fan, M.Y. and Ye, X.Z.",
        TITLE = "An Efficient Semi-Supervised Classifier Based on Block-Polynomial
Mapping",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1776-1780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143628"}

@article{bb147695,
        AUTHOR = "Hong, Y. and Zhu, W.P.",
        TITLE = "Spatial co-training for semi-supervised image classification",
        JOURNAL = PRL,
        VOLUME = "63",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "59-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143629"}

@article{bb147696,
        AUTHOR = "Lu, X.Q. and Li, X.L. and Mou, L.C.",
        TITLE = "Semi-Supervised Multitask Learning for Scene Recognition",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1967-1976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143630"}

@article{bb147697,
        AUTHOR = "Zhuang, L.S. and Gao, S.H. and Tang, J.H. and Wang, J.J. and Lin, Z.C. and Ma, Y. and Yu, N.H.",
        TITLE = "Constructing a Nonnegative Low-Rank and Sparse Graph With
Data-Adaptive Features",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3717-3728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143631"}

@inproceedings{bb147698,
        AUTHOR = "Zhuang, L.S. and Gao, H.Y. and Lin, Z.C. and Ma, Y. and Zhang, X. and Yu, N.H.",
        TITLE = "Non-Negative Low Rank and Sparse Graph for Semi-Supervised Learning",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2328-2335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143632"}

@inproceedings{bb147699,
        AUTHOR = "Zhuang, L.S. and Gao, H.Y. and Huang, J.J. and Yu, N.H.",
        TITLE = "Semi-supervised Classification via Low Rank Graph",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "511-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT143633"}