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@inproceedings{bb117158,
        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#TT113354"}

@inproceedings{bb117159,
        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#TT113355"}

@inproceedings{bb117160,
        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#TT113356"}

@inproceedings{bb117161,
        AUTHOR = "Cui, Y. and Jia, M.L. 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#TT113357"}

@inproceedings{bb117162,
        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#TT113358"}

@inproceedings{bb117163,
        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#TT113359"}

@inproceedings{bb117164,
        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#TT113360"}

@inproceedings{bb117165,
        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#TT113361"}

@inproceedings{bb117166,
        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#TT113362"}

@inproceedings{bb117167,
        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#TT113363"}

@book{bb117168,
        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#TT113364"}

@inproceedings{bb117169,
        AUTHOR = "Ghosh, P. and Davis, L.S.",
        TITLE = "Understanding Center Loss Based Network for Image Retrieval with Few
Training Data",
        BOOKTITLE = WiCV-E18,
        YEAR = "2018",
        PAGES = "IV:717-722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113365"}

@inproceedings{bb117170,
        AUTHOR = "Alvi, M. and Zisserman, A. and Nellaker, C.",
        TITLE = "Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep
Neural Network Embeddings",
        BOOKTITLE = BEFace18,
        YEAR = "2018",
        PAGES = "I:556-572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113366"}

@inproceedings{bb117171,
        AUTHOR = "Mundhenk, T.N. and Ho, D. and Chen, B.Y.",
        TITLE = "Improvements to Context Based Self-Supervised Learning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9339-9348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113367"}

@inproceedings{bb117172,
        AUTHOR = "Wang, X.D. and Liu, Z. and Yu, S.X.",
        TITLE = "Unsupervised Feature Learning by Cross-Level Instance-Group
Discrimination",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12581-12590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113368"}

@inproceedings{bb117173,
        AUTHOR = "Wu, Z.R. and Xiong, Y.J. and Yu, S.X. and Lin, D.",
        TITLE = "Unsupervised Feature Learning via Non-parametric Instance
Discrimination",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3733-3742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113369"}

@inproceedings{bb117174,
        AUTHOR = "Novotny, D. and Albanie, S. and Larlus, D. and Vedaldi, A.",
        TITLE = "Self-Supervised Learning of Geometrically Stable Features Through
Probabilistic Introspection",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3637-3645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113370"}

@inproceedings{bb117175,
        AUTHOR = "Keshari, R. and Vatsa, M. and Singh, R. and Noore, A.",
        TITLE = "Learning Structure and Strength of CNN Filters for Small Sample Size
Training",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9349-9358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113371"}

@inproceedings{bb117176,
        AUTHOR = "Jiang, Z. and Zhu, X. and Tan, W.t. and Liston, R.",
        TITLE = "Training sample selection for deep learning of distributed data",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2189-2193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113372"}

@inproceedings{bb117177,
        AUTHOR = "Rahmani, M. and Atia, G.K.",
        TITLE = "Robust and Scalable Column/Row Sampling from Corrupted Big Data",
        BOOKTITLE = RSL-CV17,
        YEAR = "2017",
        PAGES = "1818-1826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113373"}

@inproceedings{bb117178,
        AUTHOR = "Dixit, M. and Kwitt, R. and Niethammer, M. and Vasconcelos, N.M.",
        TITLE = "AGA: Attribute-Guided Augmentation",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3328-3336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113374"}

@inproceedings{bb117179,
        AUTHOR = "Paul, S. and Bappy, J.H. and Roy Chowdhury, A.K.",
        TITLE = "Non-uniform Subset Selection for Active Learning in Structured Data",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "830-839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113375"}

@inproceedings{bb117180,
        AUTHOR = "Bappy, J.H. and Paul, S. and Tuncel, E. and Roy Chowdhury, A.K.",
        TITLE = "The Impact of Typicality for Informative Representative Selection",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "771-780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113376"}

@inproceedings{bb117181,
        AUTHOR = "Tejada, J. and Alexandrov, M. and Skitalinskaya, G. and Stefanovskiy, D.",
        TITLE = "Selection of Statistically Representative Subset from a Large Data Set",
        BOOKTITLE = CIARP16,
        YEAR = "2016",
        PAGES = "476-483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113377"}

@inproceedings{bb117182,
        AUTHOR = "Canevet, O. and Fleuret, F.",
        TITLE = "Large Scale Hard Sample Mining with Monte Carlo Tree Search",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5128-5137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113378"}

@inproceedings{bb117183,
        AUTHOR = "Gan, C. and Yao, T. and Yang, K.Y. and Yang, Y. and Mei, T.",
        TITLE = "You Lead, We Exceed: Labor-Free Video Concept Learning by Jointly
Exploiting Web Videos and Images",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "923-932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113379"}

@inproceedings{bb117184,
        AUTHOR = "Masi, I. and Hassner, T. and Tran, A.T. and Medioni, G.",
        TITLE = "Rapid Synthesis of Massive Face Sets for Improved Face Recognition",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "604-611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113380"}

@inproceedings{bb117185,
        AUTHOR = "Masi, I. and Tran, A.T. and Hassner, T. and Leksut, J.T. and Medioni, G.",
        TITLE = "Do We Really Need to Collect Millions of Faces for Effective Face
Recognition?",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 579-596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113381"}

@inproceedings{bb117186,
        AUTHOR = "Richter, S.R. and Vineet, V. and Roth, S. and Koltun, V.",
        TITLE = "Playing for Data: Ground Truth from Computer Games",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "II: 102-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113382"}

@inproceedings{bb117187,
        AUTHOR = "Choi, M.K. and Lee, H.G. and Lee, S.C.",
        TITLE = "Weighted SVM with classification uncertainty for small training
samples",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "4438-4442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113383"}

@inproceedings{bb117188,
        AUTHOR = "Pourashraf, P. and Tomuro, N.",
        TITLE = "Use of a Large Image Repository to Enhance Domain Dataset for Flyer
Classification",
        BOOKTITLE = ISVC15,
        YEAR = "2015",
        PAGES = "II: 609-617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113384"}

@inproceedings{bb117189,
        AUTHOR = "Tommasi, T. and Patricia, N. and Caputo, B. and Tuytelaars, T.",
        TITLE = "A Deeper Look at Dataset Bias",
        BOOKTITLE = GCPR15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113385"}

@inproceedings{bb117190,
        AUTHOR = "Psutka, J.V. and Psutka, J.",
        TITLE = "Sample Size for Maximum Likelihood Estimates of Gaussian Model",
        BOOKTITLE = CAIP15,
        YEAR = "2015",
        PAGES = "II:462-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113386"}

@inproceedings{bb117191,
        AUTHOR = "Abdulhak, S.A. and Riviera, W. and Cristani, M.",
        TITLE = "Crowdsearching Training Sets for Image Classification",
        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "I:192-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113387"}

@inproceedings{bb117192,
        AUTHOR = "Xiao, T. and Xia, T. and Yang, Y. and Huang, C. and Wang, X.G.",
        TITLE = "Learning from massive noisy labeled data for image classification",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2691-2699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113388"}

@inproceedings{bb117193,
        AUTHOR = "Shapovalov, R. and Vetrov, D. and Osokin, A. and Kohli, P.",
        TITLE = "Multi-utility Learning: Structured-Output Learning with Multiple
Annotation-Specific Loss Functions",
        BOOKTITLE = EMMCVPR15,
        YEAR = "2015",
        PAGES = "406-420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113389"}

@inproceedings{bb117194,
        AUTHOR = "Schoeler, M. and Worgotter, F. and Kulvicius, T. and Papon, J.",
        TITLE = "Unsupervised Generation of Context-Relevant Training-Sets for Visual
Object Recognition Employing Multilinguality",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "805-812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113390"}

@inproceedings{bb117195,
        AUTHOR = "Desai, C. and Eledath, J. and Sawhney, H. and Bansal, M.",
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        BOOKTITLE = WACV15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113391"}

@inproceedings{bb117196,
        AUTHOR = "Chatzilari, E. and Nikolopoulos, S. and Kompatsiaris, Y.F. and Kittler, J.V.",
        TITLE = "How many more images do we need? Performance prediction of
bootstrapping for image classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4256-4260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113392"}

@inproceedings{bb117197,
        AUTHOR = "Spehr, M. and Grottel, S. and Gumhold, S.",
        TITLE = "Wifbs: A Web-Based Image Feature Benchmark System",
        BOOKTITLE = MMMod15,
        YEAR = "2015",
        PAGES = "II: 159-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113393"}

@inproceedings{bb117198,
        AUTHOR = "Chellasamy, M. and Ty Ferre, P.A. and Humlekrog Greve, M.",
        TITLE = "Automatic Training Sample Selection for a Multi-Evidence Based Crop
Classification Approach",
        BOOKTITLE = Thematic14,
        YEAR = "2014",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113394"}

@inproceedings{bb117199,
        AUTHOR = "Plasencia Calana, Y. and Orozco Alzate, M. and Mendez Vazquez, H. and Garcia Reyes, E. and Duin, R.P.W.",
        TITLE = "Towards Scalable Prototype Selection by Genetic Algorithms with Fast
Criteria",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "343-352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT113395"}

Last update:Mar 27, 2023 at 09:32:08