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@inproceedings{bb124168, 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#TT120252"} @inproceedings{bb124169, 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#TT120253"} @inproceedings{bb124170, 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#TT120254"} @inproceedings{bb124171, 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#TT120255"} @inproceedings{bb124172, 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#TT120256"} @inproceedings{bb124173, 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#TT120257"} @inproceedings{bb124174, 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#TT120258"} @inproceedings{bb124175, 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#TT120259"} @inproceedings{bb124176, 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#TT120260"} @inproceedings{bb124177, 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#TT120261"} @inproceedings{bb124178, 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#TT120262"} @inproceedings{bb124179, 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#TT120263"} @inproceedings{bb124180, 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#TT120264"} @book{bb124181, 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#TT120265"} @inproceedings{bb124182, 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#TT120266"} @inproceedings{bb124183, 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#TT120267"} @inproceedings{bb124184, 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#TT120268"} @inproceedings{bb124185, AUTHOR = "Wang, X.D. and Liu, Z.W. 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#TT120269"} @inproceedings{bb124186, 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#TT120270"} @inproceedings{bb124187, 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#TT120271"} @inproceedings{bb124188, 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#TT120272"} @inproceedings{bb124189, 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#TT120273"} @inproceedings{bb124190, 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#TT120274"} @inproceedings{bb124191, 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#TT120275"} @inproceedings{bb124192, 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#TT120276"} @inproceedings{bb124193, 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#TT120277"} @inproceedings{bb124194, 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#TT120278"} @inproceedings{bb124195, 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#TT120279"} @inproceedings{bb124196, 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#TT120280"} @inproceedings{bb124197, 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#TT120281"} @inproceedings{bb124198, 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#TT120282"} @inproceedings{bb124199, 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#TT120283"}