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@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", PAGES = "504-516", 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.", TITLE = "De-correlating CNN Features for Generative Classification", BOOKTITLE = WACV15, YEAR = "2015", PAGES = "428-435", 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"}