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@article{bb106359,
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        TITLE = "Partition Level Constrained Clustering",
        JOURNAL = PAMI,
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@article{bb106360,
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@article{bb106361,
        AUTHOR = "Vakhitov, A. and Kuzmin, A. and Lempitsky, V.",
        TITLE = "Set2Model Networks:
Learning Discriminatively to Learn Generative Models",
        JOURNAL = CVIU,
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        YEAR = "2018",
        PAGES = "13-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102720"}

@inproceedings{bb106362,
        AUTHOR = "Lempitsky, V. and Kuzmin, A. and Vakhitov, A.",
        TITLE = "Set2Model Networks:
Learning Discriminatively to Learn Generative Models",
        BOOKTITLE = WSM17,
        YEAR = "2017",
        PAGES = "357-366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102720"}

@article{bb106363,
        AUTHOR = "Zachariah, D. and Stoica, P.",
        TITLE = "Effect Inference From Two-Group Data With Sampling Bias",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1103-1106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102721"}

@article{bb106364,
        AUTHOR = "Yin, Q. and Adeli, E. and Shen, L. and Shen, D.G.",
        TITLE = "Population-guided large margin classifier for high-dimension
low-sample-size problems",
        JOURNAL = PR,
        VOLUME = "97",
        YEAR = "2020",
        PAGES = "107030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102722"}

@inproceedings{bb106365,
        AUTHOR = "Mishra, S. and Yamasaki, T. and Imaizumi, H.",
        TITLE = "Improving image classifiers for small datasets by learning rate
adaptations",
        BOOKTITLE = MVA19,
        YEAR = "2019",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102723"}

@article{bb106366,
        AUTHOR = "Mithun, N.C. and Panda, R. and Roy Chowdhury, A.K.",
        TITLE = "Construction of Diverse Image Datasets From Web Collections With
Limited Labeling",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1147-1161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102724"}

@article{bb106367,
        AUTHOR = "Gong, C. and Shi, H. and Yang, J. and Yang, J.",
        TITLE = "Multi-Manifold Positive and Unlabeled Learning for Visual Analysis",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1396-1409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102725"}

@article{bb106368,
        AUTHOR = "Sellars, P. and Aviles Rivero, A.I. and Schonlieb, C.B.",
        TITLE = "Superpixel Contracted Graph-Based Learning for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4180-4193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102726"}

@article{bb106369,
        AUTHOR = "Hao, Q. and Li, S. and Kang, X.",
        TITLE = "Multilabel Sample Augmentation-Based Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4263-4278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102727"}

@article{bb106370,
        AUTHOR = "Li, H.Z. and Wang, W.Q.",
        TITLE = "Reinterpreting CTC training as iterative fitting",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102728"}

@article{bb106371,
        AUTHOR = "Besson, O.",
        TITLE = "Adaptive Detection Using Whitened Data When Some of the Training
Samples Undergo Covariance Mismatch",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "795-799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102729"}

@article{bb106372,
        AUTHOR = "Yalcinkaya, O. and Golge, E. and Duygulu, P.",
        TITLE = "I-ME: iterative model evolution for learning from weakly labeled images
and videos",
        JOURNAL = MVA,
        VOLUME = "31",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "Article40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102730"}

@inproceedings{bb106373,
        AUTHOR = "Golge, E. and Duygulu, P.",
        TITLE = "ConceptMap: Mining Noisy Web Data for Concept Learning",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "VII: 439-455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102731"}

@article{bb106374,
        AUTHOR = "Li, X. and Chang, D. and Ma, Z. and Tan, Z. and Xue, J. and Cao, J. and Yu, J. and Guo, J.",
        TITLE = "OSLNet: Deep Small-Sample Classification With an Orthogonal Softmax
Layer",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6482-6495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102732"}

@article{bb106375,
        AUTHOR = "Syrris, V. and Pesek, O. and Soille, P.",
        TITLE = "SatImNet: Structured and Harmonised Training Data for Enhanced
Satellite Imagery Classification",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102733"}

@article{bb106376,
        AUTHOR = "Khan, A. and Maji, P.",
        TITLE = "Approximate Graph Laplacians for Multimodal Data Clustering",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "798-813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102734"}

@inproceedings{bb106377,
        AUTHOR = "Mandal, A. and Maji, P.",
        TITLE = "A New Method to Address Singularity Problem in Multimodal Data Analysis",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "43-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102735"}

@article{bb106378,
        AUTHOR = "Gong, C. and Shi, H. and Liu, T.L. and Zhang, C. and Yang, J. and Tao, D.C.",
        TITLE = "Loss Decomposition and Centroid Estimation for Positive and Unlabeled
Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "918-932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102736"}

@article{bb106379,
        AUTHOR = "Ramezan, C.A. and Warner, T.A. and Maxwell, A.E. and Price, B.S.",
        TITLE = "Effects of Training Set Size on Supervised Machine-Learning
Land-Cover Classification of Large-Area High-Resolution Remotely
Sensed Data",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102737"}

@article{bb106380,
        AUTHOR = "Li, Y. and Zhao, Z.Q. and Sun, H. and Cen, Y.G. and He, Z.H.",
        TITLE = "Snowball: Iterative Model Evolution and Confident Sample Discovery
for Semi-Supervised Learning on Very Small Labeled Datasets",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "1354-1366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102738"}

@article{bb106381,
        AUTHOR = "Li, J.J. and Meng, L.K. and Yang, B.B. and Tao, C.X. and Li, L.Y. and Zhang, W.",
        TITLE = "LabelRS: An Automated Toolbox to Make Deep Learning Samples from
Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102739"}

@inproceedings{bb106382,
        AUTHOR = "Azuri, I. and Weinshall, D.",
        TITLE = "Generative Latent Implicit Conditional Optimization when Learning
from Small Sample",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8584-8591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102740"}

@inproceedings{bb106383,
        AUTHOR = "Lokhande, V.S. and Akash, A.K. and Ravi, S.N. and Singh, V.",
        TITLE = "FairALM: Augmented Lagrangian Method for Training Fair Models with
Little Regret",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XII: 365-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102741"}

@inproceedings{bb106384,
        AUTHOR = "Raisi, E. and Bach, S.H.",
        TITLE = "Selecting Auxiliary Data Using Knowledge Graphs for Image
Classification with Limited Labels",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "4026-4031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102742"}

@inproceedings{bb106385,
        AUTHOR = "Wang, Y. and Cao, Y. and Zha, Z.J. and Zhang, J. and Xiong, Z.W.",
        TITLE = "Deep Degradation Prior for Low-Quality Image Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11046-11055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102743"}

@inproceedings{bb106386,
        AUTHOR = "Zhang, Z.Z. and Zhang, H. and Arik, S.O. and Lee, H.L. and Pfister, T.",
        TITLE = "Distilling Effective Supervision From Severe Label Noise",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9291-9300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102744"}

@inproceedings{bb106387,
        AUTHOR = "Rao, R. and Rao, S. and Nouri, E. and Dey, D. and Celikyilmaz, A. and Dolan, B.",
        TITLE = "Quality and Relevance Metrics for Selection of Multimodal Pretraining
Data",
        BOOKTITLE = MULWS20,
        YEAR = "2020",
        PAGES = "4109-4116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102745"}

@inproceedings{bb106388,
        AUTHOR = "Yang, D. and Deng, J.",
        TITLE = "Learning to Generate 3D Training Data Through Hybrid Gradient",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "776-786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102746"}

@inproceedings{bb106389,
        AUTHOR = "Mandal, D. and Bharadwaj, S. and Biswas, S.",
        TITLE = "A Novel Self-Supervised Re-labeling Approach for Training with Noisy
Labels",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1370-1379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102747"}

@inproceedings{bb106390,
        AUTHOR = "Li, Y. and Vasconcelos, N.M.",
        TITLE = "REPAIR: Removing Representation Bias by Dataset Resampling",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9564-9573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102748"}

@inproceedings{bb106391,
        AUTHOR = "Cui, Y. and Jia, M. and Lin, T.Y. and Song, Y. and Belongie, S.",
        TITLE = "Class-Balanced Loss Based on Effective Number of Samples",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9260-9269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102749"}

@inproceedings{bb106392,
        AUTHOR = "Tanno, R. and Saeedi, A. and Sankaranarayanan, S. and Alexander, D.C. and Silberman, N.",
        TITLE = "Learning From Noisy Labels by Regularized Estimation of Annotator
Confusion",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11236-11245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102750"}

@inproceedings{bb106393,
        AUTHOR = "Teney, D. and van den Hengel, A.J.",
        TITLE = "Actively Seeking and Learning From Live Data",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "1940-1949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102751"}

@inproceedings{bb106394,
        AUTHOR = "Dovrat, O. and Lang, I. and Avidan, S.",
        TITLE = "Learning to Sample",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2755-2764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102752"}

@inproceedings{bb106395,
        AUTHOR = "Haufel, G. and Bulatov, D. and Helmholz, P.",
        TITLE = "Statistical Analysis of Airborne Imagery Combined With GIS Information
For Training Data Generation",
        BOOKTITLE = PIA19,
        YEAR = "2019",
        PAGES = "111-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102753"}

@inproceedings{bb106396,
        AUTHOR = "Deshpande, P.J. and Sure, A. and Dikshit, O. and Tripathi, S.",
        TITLE = "A Framework for Estimating Representative Area of a Ground Sample Using
Remote Sensing",
        BOOKTITLE = IWIDF19,
        YEAR = "2019",
        PAGES = "687-692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102754"}

@inproceedings{bb106397,
        AUTHOR = "Unceta, I. and Nin, J. and Pujol, O.",
        TITLE = "Using Copies to Remove Sensitive Data:
A Case Study on Fair Superhero Alignment Prediction",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:182-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102755"}

@book{bb106398,
        AUTHOR = "Unceta, I. and Nin, J. and Pujol, O.",
        TITLE = "Copying machine learning classifiers",
        PUBLISHER = "Online",
        YEAR = "2019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT102756"}

@inproceedings{bb106399,
        AUTHOR = "Ghosh, P. and Davis, L.S.",
        TITLE = "Understanding Center Loss Based Network for Image Retrieval with Few
Training Data",
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Last update:Jun 14, 2021 at 09:20:36