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TITLE = "Orthogonal Over-Parameterized Training",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "7247-7256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT115018"}
@inproceedings{bb118860,
AUTHOR = "Cole, E. and Aodha, O.M. and Lorieul, T. and Perona, P. and Morris, D. and Jojic, N.",
TITLE = "Multi-Label Learning from Single Positive Labels",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "933-942",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT115019"}
@inproceedings{bb118861,
AUTHOR = "Hara, K. and Ishikawa, Y. and Kataoka, H.",
TITLE = "Rethinking Training Data for Mitigating Representation Biases in
Action Recognition",
BOOKTITLE = HVU21,
YEAR = "2021",
PAGES = "3344-3348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT115020"}
@inproceedings{bb118862,
AUTHOR = "Bisla, D. and Saridena, A.N. and Choromanska, A.",
TITLE = "A Theoretical-Empirical Approach to Estimating Sample Complexity of
DNNs",
BOOKTITLE = TCV21,
YEAR = "2021",
PAGES = "3264-3274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT115021"}
@inproceedings{bb118863,
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#TT115022"}
@inproceedings{bb118864,
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#TT115023"}
@inproceedings{bb118865,
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#TT115024"}
@inproceedings{bb118866,
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#TT115025"}
@inproceedings{bb118867,
AUTHOR = "Zhang, Z.Z. and Pfister, T.",
TITLE = "Learning Fast Sample Re-weighting Without Reward Data",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "705-714",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT115026"}
@inproceedings{bb118868,
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#TT115027"}
@inproceedings{bb118869,
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#TT115028"}
@inproceedings{bb118870,
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#TT115029"}
@inproceedings{bb118871,
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#TT115030"}
@inproceedings{bb118872,
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#TT115031"}
@inproceedings{bb118873,
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#TT115032"}
@inproceedings{bb118874,
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#TT115033"}
@inproceedings{bb118875,
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#TT115034"}
@inproceedings{bb118876,
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#TT115035"}
@inproceedings{bb118877,
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#TT115036"}
@inproceedings{bb118878,
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#TT115037"}
@inproceedings{bb118879,
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#TT115038"}
@book{bb118880,
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#TT115039"}
@inproceedings{bb118881,
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#TT115040"}
@inproceedings{bb118882,
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#TT115041"}
@inproceedings{bb118883,
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#TT115042"}
@inproceedings{bb118884,
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#TT115043"}
@inproceedings{bb118885,
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#TT115044"}
@inproceedings{bb118886,
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#TT115045"}
@inproceedings{bb118887,
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#TT115046"}
@inproceedings{bb118888,
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#TT115047"}
@inproceedings{bb118889,
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#TT115048"}
@inproceedings{bb118890,
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#TT115049"}
@inproceedings{bb118891,
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#TT115050"}
@inproceedings{bb118892,
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#TT115051"}
@inproceedings{bb118893,
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#TT115052"}
@inproceedings{bb118894,
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#TT115053"}
@inproceedings{bb118895,
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#TT115054"}
@inproceedings{bb118896,
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#TT115055"}
@inproceedings{bb118897,
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#TT115056"}
@inproceedings{bb118898,
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#TT115057"}
@inproceedings{bb118899,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT115058"}
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