@article{bb124100,
AUTHOR = "Rahmani, M. and Atia, G.K.",
TITLE = "Spatial Random Sampling: A Structure-Preserving Data Sketching Tool",
JOURNAL = SPLetters,
VOLUME = "24",
YEAR = "2017",
NUMBER = "9",
MONTH = "September",
PAGES = "1398-1402",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120185"}
@article{bb124101,
AUTHOR = "Liu, H.F. and Tao, Z.Q. and Fu, Y.",
TITLE = "Partition Level Constrained Clustering",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2469-2483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120186"}
@article{bb124102,
AUTHOR = "Zhang, J.J. and Shao, K. and Luo, X.",
TITLE = "Small Sample Image Recognition Using Improved Convolutional Neural
Network",
JOURNAL = JVCIR,
VOLUME = "55",
YEAR = "2018",
PAGES = "640-647",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120187"}
@article{bb124103,
AUTHOR = "Vakhitov, A. and Kuzmin, A. and Lempitsky, V.",
TITLE = "Set2Model Networks:
Learning Discriminatively to Learn Generative Models",
JOURNAL = CVIU,
VOLUME = "173",
YEAR = "2018",
PAGES = "13-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120188"}
@inproceedings{bb124104,
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#TT120188"}
@article{bb124105,
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#TT120189"}
@article{bb124106,
AUTHOR = "Yin, Q.B. 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#TT120190"}
@article{bb124107,
AUTHOR = "Shen, L. and Er, M.J. and Yin, Q.B.",
TITLE = "Classification for high-dimension low-sample size data",
JOURNAL = PR,
VOLUME = "130",
YEAR = "2022",
PAGES = "108828",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120191"}
@inproceedings{bb124108,
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#TT120192"}
@article{bb124109,
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#TT120193"}
@article{bb124110,
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#TT120194"}
@article{bb124111,
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#TT120195"}
@article{bb124112,
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#TT120196"}
@article{bb124113,
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#TT120197"}
@article{bb124114,
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#TT120198"}
@article{bb124115,
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#TT120199"}
@inproceedings{bb124116,
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#TT120200"}
@article{bb124117,
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#TT120201"}
@article{bb124118,
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#TT120202"}
@article{bb124119,
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#TT120203"}
@inproceedings{bb124120,
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#TT120204"}
@article{bb124121,
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#TT120205"}
@article{bb124122,
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#TT120206"}
@article{bb124123,
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#TT120207"}
@article{bb124124,
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#TT120208"}
@article{bb124125,
AUTHOR = "Lartigue, T. and Bottani, S. and Baron, S. and Colliot, O. and Durrleman, S. and Allassonniere, S.",
TITLE = "Gaussian Graphical Model Exploration and Selection in High Dimension
Low Sample Size Setting",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "3196-3213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120209"}
@inproceedings{bb124126,
AUTHOR = "Scmitsu, T. and Nakamura, M. and Ishigami, S. and Aoki, T. and Lee, T.Y. and Isu, Y.",
TITLE = "Estimating Contribution of Training Datasets using Shapley Values in
Data-scale for Visual Recognition",
BOOKTITLE = MVA21,
YEAR = "2021",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120210"}
@article{bb124127,
AUTHOR = "Ye, H.J. and Zhan, D.C. and Jiang, Y. and Zhou, Z.H.",
TITLE = "Heterogeneous Few-Shot Model Rectification With Semantic Mapping",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "11",
MONTH = "November",
PAGES = "3878-3891",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120211"}
@article{bb124128,
AUTHOR = "Liu, J.X. and Zhang, K.F. and Wu, S.Q. and Shi, H.T. and Zhao, Y.D. and Sun, Y.Q. and Zhuang, H.F. and Fu, E.",
TITLE = "An Investigation of a Multidimensional CNN Combined with an Attention
Mechanism Model to Resolve Small-Sample Problems in Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120212"}
@article{bb124129,
AUTHOR = "Qi, G.J. and Luo, J.B.",
TITLE = "Small Data Challenges in Big Data Era: A Survey of Recent Progress on
Unsupervised and Semi-Supervised Methods",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "2168-2187",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120213"}
@article{bb124130,
AUTHOR = "Gao, K.L. and Liu, B. and Yu, X. and Yu, A.",
TITLE = "Unsupervised Meta Learning With Multiview Constraints for
Hyperspectral Image Small Sample set Classification",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "3449-3462",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120214"}
@article{bb124131,
AUTHOR = "Gao, K.L. and Yu, A. and You, X. and Qiu, C.P. and Liu, B. and Guo, W.",
TITLE = "Learning General-Purpose Representations for Cross-Domain
Hyperspectral Images Classification with Small Samples",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120215"}
@article{bb124132,
AUTHOR = "Kleinewillinghofer, L. and Olofsson, P. and Pebesma, E. and Meyer, H. and Buck, O. and Haub, C. and Eiselt, B.",
TITLE = "Unbiased Area Estimation Using Copernicus High Resolution Layers and
Reference Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120216"}
@article{bb124133,
AUTHOR = "Sun, C.H. and Zhang, X.H. and Meng, H.Y. and Cao, X.H. and Zhang, J.H.",
TITLE = "AC-WGAN-GP: Generating Labeled Samples for Improving Hyperspectral
Image Classification with Small-Samples",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120217"}
@article{bb124134,
AUTHOR = "Ye, H. and Wang, Y.L. and Liu, W.J. and Liu, J. and Chen, H.",
TITLE = "Adaptive Detection in Partially Homogeneous Environment with Limited
Samples Based on Geometric Barycenters",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "2083-2087",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120218"}
@article{bb124135,
AUTHOR = "Shifat E Rabbi, M. and Zhuang, Y. and Li, S.Y. and Rubaiyat, A.H.M. and Yin, X. and Rohde, G.K.",
TITLE = "Invariance encoding in sliced-Wasserstein space for image
classification with limited training data",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109268",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120219"}
@article{bb124136,
AUTHOR = "Ren, Y.T. and Jin, P.Y. and Li, Y.Y. and Mao, K.M.",
TITLE = "An efficient hyperspectral image classification method for limited
training data",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "6",
PAGES = "1709-1717",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120220"}
@article{bb124137,
AUTHOR = "Zhong, W.Y. and Li, H.X. and Hu, Q.H. and Gao, Y. and Chen, C.L.",
TITLE = "Multi-Level Cascade Sparse Representation Learning for Small Data
Classification",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "2451-2464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120221"}
@article{bb124138,
AUTHOR = "Chu, J.L. and Liu, J. and Wang, H.J. and Meng, H. and Gong, Z.G. and Li, T.R.",
TITLE = "Micro-Supervised Disturbance Learning:
A Perspective of Representation Probability Distribution",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7542-7558",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120222"}
@article{bb124139,
AUTHOR = "Napoles, G. and Grau, I. and Jastrzebska, A. and Salgueiro, Y.",
TITLE = "Presumably correct decision sets",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
PAGES = "109640",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120223"}
@article{bb124140,
AUTHOR = "Liu, W.J. and Liu, J. and Liu, T. and Chen, H. and Wang, Y.L.",
TITLE = "Detector Design and Performance Analysis for Target Detection in
Subspace Interference",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "618-622",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120224"}
@article{bb124141,
AUTHOR = "Tsutsui, S. and Fu, Y.W. and Crandall, D.",
TITLE = "Reinforcing Generated Images via Meta-Learning for One-Shot
Fine-Grained Visual Recognition",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1455-1463",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120225"}
@article{bb124142,
AUTHOR = "Bai, C. and Han, X.J.",
TITLE = "MRFormer: Multiscale retractable transformer for medical image
progressive denoising via noise level estimation",
JOURNAL = IVC,
VOLUME = "144",
YEAR = "2024",
PAGES = "104974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120226"}
@inproceedings{bb124143,
AUTHOR = "Sudhakar, S. and Hanzelka, J. and Bobillot, J. and Randhavane, T. and Joshi, N. and Vineet, V.",
TITLE = "Exploring the Sim2Real Gap using Digital Twins",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "20361-20370",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120227"}
@inproceedings{bb124144,
AUTHOR = "Hong, C. and Cha, B. and Kim, B.H. and Oh, T.H.",
TITLE = "Enhancing Classification Accuracy on Limited Data via Unconditional
GAN",
BOOKTITLE = LIMIT23,
YEAR = "2023",
PAGES = "1049-1057",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120228"}
@inproceedings{bb124145,
AUTHOR = "Matey Sanz, M. and Torres Sospedra, J. and Gonzalez Perez, A. and Casteleyn, S. and Granell, C.",
TITLE = "Analysis and Impact of Training Set Size in Cross-subject Human
Activity Recognition",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "I:391-405",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120229"}
@inproceedings{bb124146,
AUTHOR = "Feng, W. and Gao, X.T. and Dauphin, G. and Quan, Y.H.",
TITLE = "Rotation XGBoost Based Method for Hyperspectral Image Classification
with Limited Training Samples",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "900-904",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120230"}
@inproceedings{bb124147,
AUTHOR = "Jeong, J. and Yu, S. and Lee, H. and Shin, J.",
TITLE = "Enhancing Multiple Reliability Measures via Nuisance-Extended
Information Bottleneck",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16206-16218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120231"}
@inproceedings{bb124148,
AUTHOR = "Patel, D. and Sastry, P.S.",
TITLE = "Adaptive Sample Selection for Robust Learning under Label Noise",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3921-3931",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120232"}
@inproceedings{bb124149,
AUTHOR = "Vanderschueren, A. and de Vleeschouwer, C.",
TITLE = "Are Straight-Through gradients and Soft-Thresholding all you need for
Sparse Training?",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3797-3806",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120233"}
@inproceedings{bb124150,
AUTHOR = "Deng, S.Q. and Xiong, Y.J. and Wang, M. and Xia, W. and Soatto, S.",
TITLE = "Harnessing Unrecognizable Faces for Improving Face Recognition",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3413-3422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120234"}
@inproceedings{bb124151,
AUTHOR = "Cheng, M. and You, X.G.",
TITLE = "Leachable Component Clustering",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1858-1864",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120235"}
@inproceedings{bb124152,
AUTHOR = "Wad, T. and Sun, Q. and Pranata, S. and Jayashree, K. and Zhang, H.W.",
TITLE = "Equivariance and Invariance Inductive Bias for Learning from
Insufficient Data",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:241-258",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120236"}
@inproceedings{bb124153,
AUTHOR = "Wang, K. and Zhao, B. and Peng, X.Y. and Zhu, Z. and Yang, S. and Wang, S. and Huang, G. and Bilen, H. and Wang, X.C. and You, Y.",
TITLE = "CAFE: Learning to Condense Dataset by Aligning Features",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12186-12195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120237"}
@inproceedings{bb124154,
AUTHOR = "Lokhande, V.S. and Chakraborty, R. and Ravi, S.N. and Singh, V.",
TITLE = "Equivariance Allows Handling Multiple Nuisance Variables When
Analyzing Pooled Neuroimaging Datasets",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10422-10431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120238"}
@inproceedings{bb124155,
AUTHOR = "Mahmood, R. and Lucas, J. and Acuna, D. and Li, D.Q. and Philion, J. and Alvarez, J.M. and Yu, Z.D. and Fidler, S. and Law, M.T.",
TITLE = "How Much More Data Do I Need?
Estimating Requirements for Downstream Tasks",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "275-284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120239"}
@inproceedings{bb124156,
AUTHOR = "Lemmer, S.J. and Corso, J.J.",
TITLE = "Ground-Truth or DAER: Selective Re-Query of Secondary Information",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "683-694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120240"}
@inproceedings{bb124157,
AUTHOR = "Kim, T.S. and Shim, B. and Peven, M. and Qiu, W.C. and Yuille, A.L. and Hager, G.D.",
TITLE = "Learning from Synthetic Vehicles",
BOOKTITLE = RWSurvil22,
YEAR = "2022",
PAGES = "500-508",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120241"}
@inproceedings{bb124158,
AUTHOR = "Kataoka, H. and Matsumoto, A. and Yamada, R. and Satoh, Y. and Yamagata, E. and Inoue, N.",
TITLE = "Formula-driven Supervised Learning with Recursive Tiling Patterns",
BOOKTITLE = HTCV21,
YEAR = "2021",
PAGES = "4081-4088",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120242"}
@inproceedings{bb124159,
AUTHOR = "Kim, Y.D. and Yun, J. and Shon, H. and Kim, J.",
TITLE = "Joint Negative and Positive Learning for Noisy Labels",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9437-9446",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120243"}
@inproceedings{bb124160,
AUTHOR = "Jia, R. and Wu, F. and Sun, X. and Xu, J.C. and Dao, D. and Kailkhura, B. and Zhang, C. and Li, B. and Song, D.",
TITLE = "Scalability vs. Utility: Do We Have to Sacrifice One for the Other in
Data Importance Quantification?",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8235-8243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120244"}
@inproceedings{bb124161,
AUTHOR = "Liu, W.Y. and Lin, R.M. and Liu, Z. and Rehg, J.M. and Paull, L. and Xiong, L. and Song, L. and Weller, A.",
TITLE = "Orthogonal Over-Parameterized Training",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "7247-7256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT120245"}
@inproceedings{bb124162,
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#TT120246"}
@inproceedings{bb124163,
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#TT120247"}
@inproceedings{bb124164,
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#TT120248"}
@inproceedings{bb124165,
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#TT120249"}
@inproceedings{bb124166,
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#TT120250"}
@inproceedings{bb124167,
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#TT120251"}
@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"}
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