@inproceedings{bb146600,
AUTHOR = "Hou, J. and E, X. and Chi, L. and Xia, Q. and Qi, N.M.",
TITLE = "Robust Clustering Based on Dominant Sets",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1466-1471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142558"}
@inproceedings{bb146601,
AUTHOR = "Hou, J. and Xu, E. and Chi, L. and Xia, Q. and Qi, N.M.",
TITLE = "DSET: A robust clustering algorithm",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "3795-3799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142559"}
@inproceedings{bb146602,
AUTHOR = "Huang, D. and Cabral, R.S. and de la Torre, F.",
TITLE = "Robust Regression",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "IV: 616-630",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142560"}
@inproceedings{bb146603,
AUTHOR = "Lu, C.Y. and Min, H. and Zhao, Z.Q. and Zhu, L. and Huang, D.S. and Yan, S.C.",
TITLE = "Robust and Efficient Subspace Segmentation via Least Squares Regression",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "VII: 347-360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142561"}
@inproceedings{bb146604,
AUTHOR = "Evans, H. and Zhang, M.",
TITLE = "Particle swarm optimisation for object classification",
BOOKTITLE = IVCNZ08,
YEAR = "2008",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142562"}
@inproceedings{bb146605,
AUTHOR = "Bauckhage, C.",
TITLE = "Probabilistic Diffusion Classifiers for Object Detection",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142563"}
@inproceedings{bb146606,
AUTHOR = "Bauckhage, C.",
TITLE = "Robust Tensor Classifiers for Color Object Recognition",
BOOKTITLE = ICIAR07,
YEAR = "2007",
PAGES = "352-363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142564"}
@inproceedings{bb146607,
AUTHOR = "Raducanu, B. and Vitria, J.",
TITLE = "Incremental Subspace Learning for Cognitive Visual Processes",
BOOKTITLE = BVAI07,
YEAR = "2007",
PAGES = "214-223",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142565"}
@inproceedings{bb146608,
AUTHOR = "Ferraz, L. and Felip, R. and Martinez, B. and Binefa, X.",
TITLE = "A Density-Based Data Reduction Algorithm for Robust Estimators",
BOOKTITLE = IbPRIA07,
YEAR = "2007",
PAGES = "II: 355-362",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142566"}
@inproceedings{bb146609,
AUTHOR = "Xiong, L. and Li, J.G. and Zhang, C.S.",
TITLE = "Discriminant Additive Tangent Spaces for Object Recognition",
BOOKTITLE = CVPR07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142567"}
@inproceedings{bb146610,
AUTHOR = "Khurd, P. and Baloch, S.H. and Gur, R. and Davatzikos, C. and Verma, R.",
TITLE = "Manifold Learning Techniques in Image Analysis of High-dimensional
Diffusion Tensor Magnetic Resonance Images",
BOOKTITLE = ComponentAnalysis07,
YEAR = "2007",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142568"}
@inproceedings{bb146611,
AUTHOR = "Duin, R.P.W. and Fred, A.L.N. and Loog, M. and Pekalska, E.",
TITLE = "Mode Seeking Clustering by KNN and Mean Shift Evaluated",
BOOKTITLE = SSSPR12,
YEAR = "2012",
PAGES = "51-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142569"}
@inproceedings{bb146612,
AUTHOR = "Zheng, W.M. and Tang, X.",
TITLE = "A Robust Algorithm for Generalized Orthonormal Discriminant Vectors",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 784-787",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142570"}
@inproceedings{bb146613,
AUTHOR = "Felsberg, M. and Granlund, G.H.",
TITLE = "P-Channels: Robust Multivariate M-Estimation of Large Datasets",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 262-267",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142571"}
@inproceedings{bb146614,
AUTHOR = "Yang, F.W. and Lin, H.J. and Wang, P.S.P. and Wu, H.H.",
TITLE = "Robust Clustering based on Winner-Population Markov Chain",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 589-592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142572"}
@inproceedings{bb146615,
AUTHOR = "Cao, W.B. and Haralick, R.M.",
TITLE = "Nonlinear Manifold Clustering By Dimensionality",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "I: 920-924",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142573"}
@inproceedings{bb146616,
AUTHOR = "Hou, X.W. and Liu, C.L. and Tan, T.N.",
TITLE = "Learning Boosted Asymmetric Classifiers for Object Detection",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "I: 330-338",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142574"}
@inproceedings{bb146617,
AUTHOR = "Kaufhold, J. and Abbott, J. and Kaucic, R.",
TITLE = "Distributed Cost Boosting and Bounds on Mis-classification Cost",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "I: 146-153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142575"}
@inproceedings{bb146618,
AUTHOR = "Yan, W. and Liu, Q.S. and Lu, H.Q. and Ma, S.D.",
TITLE = "Multiple Similarities Based Kernel Subspace Learning for Image
Classification",
BOOKTITLE = ACCV06,
YEAR = "2006",
PAGES = "II:244-253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142576"}
@inproceedings{bb146619,
AUTHOR = "Grossmann, E.",
TITLE = "AdaTree: Boosting a Weak Classifier into a Decision Tree",
BOOKTITLE = LCV04,
YEAR = "2004",
PAGES = "105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142577"}
@inproceedings{bb146620,
AUTHOR = "Souvenir, R. and Pless, R.",
TITLE = "Manifold Clustering",
BOOKTITLE = ICCV05,
YEAR = "2005",
PAGES = "I: 648-653",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142578"}
@inproceedings{bb146621,
AUTHOR = "Herbin, S.",
TITLE = "Robust multihypothesis discrimination of controlled I.I.D. processes",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 200-203",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142579"}
@inproceedings{bb146622,
AUTHOR = "Chen, H.F. and Shimshoni, I. and Meer, P.",
TITLE = "Model based object recognition by robust information fusion",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "III: 57-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142580"}
@inproceedings{bb146623,
AUTHOR = "Ying, Z. and Keong, K.C.",
TITLE = "Fast leave-one-out evaluation and improvement on inference for LS-SVMs",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "III: 494-497",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142581"}
@inproceedings{bb146624,
AUTHOR = "Chen, H.F. and Meer, P.",
TITLE = "Robust regression with projection based m-estimators",
BOOKTITLE = ICCV03,
YEAR = "2003",
PAGES = "878-885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142582"}
@inproceedings{bb146625,
AUTHOR = "Lepetit, V. and Shahrokni, A. and Fua, P.",
TITLE = "Robust data association for online applications",
BOOKTITLE = CVPR03,
YEAR = "2003",
PAGES = "I: 281-288",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142583"}
@inproceedings{bb146626,
AUTHOR = "Choukroun, A. and Charvillat, V.",
TITLE = "Bucketing Techniques in Robust Regression for Computer Vision",
BOOKTITLE = SCIA03,
YEAR = "2003",
PAGES = "609-616",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142584"}
@inproceedings{bb146627,
AUTHOR = "Ben Hamza, A. and Krim, H.",
TITLE = "Robust influence functionals for image filtering",
BOOKTITLE = ICIP03,
YEAR = "2003",
PAGES = "III: 361-364",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142585"}
@inproceedings{bb146628,
AUTHOR = "Izquierdo, E.",
TITLE = "A Highly Robust Regressor and its Application in Computer Vision",
BOOKTITLE = BMVC00,
YEAR = "2000",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142586"}
@inproceedings{bb146629,
AUTHOR = "Myatt, D.R. and Torr, P.H.S. and Nasuto, S.J. and Bishop, J.M. and Craddock, R.",
TITLE = "NAPSAC:
High Noise, High Dimensional Robust Estimation - it's in the Bag",
BOOKTITLE = BMVC02,
YEAR = "2002",
PAGES = "Computer Vision Tools",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142587"}
@inproceedings{bb146630,
AUTHOR = "Comby, F. and Strauss, O. and Aldon, M.J.",
TITLE = "Possibility Theory and Rough Histograms for Motion Estimation in a
Video Sequence",
BOOKTITLE = VF01,
YEAR = "2001",
PAGES = "473 ff.",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142588"}
@inproceedings{bb146631,
AUTHOR = "Strauss, O. and Comby, F. and Aldon, M.J.",
TITLE = "Rough Histograms for Robust Statistics",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 684-687",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142589"}
@inproceedings{bb146632,
AUTHOR = "Barakat, H. and Blostein, D.",
TITLE = "Training with positive and negative data samples:
Effects on a classifier for hand-drawn geometric shapes",
BOOKTITLE = ICDAR01,
YEAR = "2001",
PAGES = "1017-1021",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142590"}
@inproceedings{bb146633,
AUTHOR = "Ohya, J. and Sengupta, K.",
TITLE = "Generating Virtual Environments for Human Communications: Virtual
Metamorphosis System and Novel View Generation",
BOOKTITLE = CVVRHC98,
YEAR = "1998",
PAGES = "Sensing and Rendering Real Scenes",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142591"}
@inproceedings{bb146634,
AUTHOR = "Bischof, H. and Leonardis, A. and Pezzei, F.",
TITLE = "A Robust Subspace Classifier",
BOOKTITLE = ICPR98,
YEAR = "1998",
PAGES = "Vol I: 114-116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142592"}
@inproceedings{bb146635,
AUTHOR = "Schunck, B.G.",
TITLE = "Robust Computational Vision",
BOOKTITLE = Robust90,
YEAR = "1990",
PAGES = "xx",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142593"}
@inproceedings{bb146636,
AUTHOR = "Zhuang, X.H. and Haralick, R.M.",
TITLE = "Developing Robust Techniques for Computer Vision",
BOOKTITLE = Robust90,
YEAR = "1990",
PAGES = "xx",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142594"}
@inproceedings{bb146637,
AUTHOR = "Chen, C.H. and Mulgaonkar, P.G.",
TITLE = "Robust Vision-Programs Based on Statistical Feature Measurements",
BOOKTITLE = Robust90,
YEAR = "1990",
PAGES = "xx",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT142595"}
@article{bb146638,
AUTHOR = "Liu, T. and Tao, D.",
TITLE = "Classification with Noisy Labels by Importance Reweighting",
JOURNAL = PAMI,
VOLUME = "38",
YEAR = "2016",
NUMBER = "3",
MONTH = "March",
PAGES = "447-461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142596"}
@article{bb146639,
AUTHOR = "Zhang, R. and Chen, Z.H. and Zhang, S.X. and Song, F. and Zhang, G. and Zhou, Q.C. and Lei, T.",
TITLE = "Remote Sensing Image Scene Classification with Noisy Label
Distillation",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142597"}
@article{bb146640,
AUTHOR = "Gu, S.W. and Zhang, R. and Luo, H.X. and Li, M.Y. and Feng, H. and Tang, X.G.",
TITLE = "Improved SinGAN Integrated with an Attentional Mechanism for Remote
Sensing Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142598"}
@article{bb146641,
AUTHOR = "Zhang, Q. and Lee, F.F. and Wang, Y.G. and Miao, R. and Chen, L. and Chen, Q.",
TITLE = "An improved noise loss correction algorithm for learning from noisy
labels",
JOURNAL = JVCIR,
VOLUME = "72",
YEAR = "2020",
PAGES = "102930",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142599"}
@article{bb146642,
AUTHOR = "de Aquino Afonso, B.K. and Berton, L.",
TITLE = "Identifying noisy labels with a transductive semi-supervised
leave-one-out filter",
JOURNAL = PRL,
VOLUME = "140",
YEAR = "2020",
PAGES = "127-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142600"}
@article{bb146643,
AUTHOR = "Han, Y. and Roy, S.K. and Petersson, L. and Harandi, M.",
TITLE = "Discrepant collaborative training by Sinkhorn divergences",
JOURNAL = IVC,
VOLUME = "112",
YEAR = "2021",
PAGES = "104213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142601"}
@inproceedings{bb146644,
AUTHOR = "Han, Y. and Roy, S.K. and Petersson, L. and Harandi, M.",
TITLE = "Learning from Noisy Labels via Discrepant Collaborative Training",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "3158-3167",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142602"}
@article{bb146645,
AUTHOR = "Sun, H.L. and Guo, C.H. and Wei, Q. and Han, Z.Y. and Yin, Y.L.",
TITLE = "Learning to rectify for robust learning with noisy labels",
JOURNAL = PR,
VOLUME = "124",
YEAR = "2022",
PAGES = "108467",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142603"}
@article{bb146646,
AUTHOR = "Sun, H.L. and Wei, Q. and Feng, L. and Hu, Y.P. and Liu, F. and Fan, H. and Yin, Y.L.",
TITLE = "Variational Rectification Inference for Learning with Noisy Labels",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "652-671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142604"}
@article{bb146647,
AUTHOR = "Yin, Y.L. and Fan, H. and Liu, F. and Hu, Y.P. and Feng, L. and Wei, Q. and Sun, H.L.",
TITLE = "Variational Rectification Inference for Learning with Noisy Labels",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1434-1434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142604"}
@article{bb146648,
AUTHOR = "Algan, G. and Ulusoy, I.",
TITLE = "MetaLabelNet: Learning to Generate Soft-Labels From Noisy-Labels",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "4352-4362",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142605"}
@article{bb146649,
AUTHOR = "Yi, R. and Huang, Y.P.",
TITLE = "TC-Net: Detecting Noisy Labels Via Transform Consistency",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "4328-4341",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142606"}
@article{bb146650,
AUTHOR = "Nomura, Y. and Kurita, T.",
TITLE = "Sample Selection Approach with Number of False Predictions for Learning
with Noisy Labels",
JOURNAL = IEICE,
VOLUME = "E105-D",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "1759-1768",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142607"}
@article{bb146651,
AUTHOR = "Wang, S.R. and Gao, J. and Li, B. and Hu, W.M.",
TITLE = "Narrowing the Gap:
Improved Detector Training With Noisy Location Annotations",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "6369-6380",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142608"}
@article{bb146652,
AUTHOR = "Xu, Z. and Lu, D. and Luo, J. and Wang, Y.X. and Yan, J.P. and Ma, K. and Zheng, Y.F. and Tong, R.K.Y.",
TITLE = "Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident
Learning for Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "41",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "3062-3073",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142609"}
@article{bb146653,
AUTHOR = "Zhang, L. and Tanno, R. and Xu, M. and Huang, Y.W. and Bronik, K. and Jin, C. and Jacob, J. and Zheng, Y.F. and Shao, L. and Ciccarelli, O. and Barkhof, F. and Alexander, D.C.",
TITLE = "Learning from multiple annotators for medical image segmentation",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109400",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142610"}
@article{bb146654,
AUTHOR = "Miao, Q. and Wu, X.H. and Xu, C. and Zuo, W.M. and Meng, Z.P.",
TITLE = "On better detecting and leveraging noisy samples for learning with
severe label noise",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142611"}
@article{bb146655,
AUTHOR = "Gong, C. and Ding, Y.L. and Han, B. and Niu, G. and Yang, J. and You, J. and Tao, D.C. and Sugiyama, M.",
TITLE = "Class-Wise Denoising for Robust Learning Under Label Noise",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "2835-2848",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142612"}
@article{bb146656,
AUTHOR = "Xia, X.B. and Han, B. and Wang, N.N. and Deng, J.K. and Li, J.T. and Mao, Y. and Liu, T.L.",
TITLE = "Extended T: Learning With Mixed Closed-Set and Open-Set Noisy Labels",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3047-3058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142613"}
@article{bb146657,
AUTHOR = "Li, S.K. and Liu, T.L. and Tan, J.Y. and Zeng, D. and Ge, S.M.",
TITLE = "Trustable Co-Label Learning From Multiple Noisy Annotators",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "1045-1057",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142614"}
@article{bb146658,
AUTHOR = "Liang, C. and Yang, Z.X. and Zhu, L.C. and Yang, Y.",
TITLE = "Co-Learning Meets Stitch-Up for Noisy Multi-Label Visual Recognition",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2508-2519",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142615"}
@article{bb146659,
AUTHOR = "Gong, X.W. and Yuan, D. and Bao, W. and Luo, F.",
TITLE = "A Unifying Probabilistic Framework for Partially Labeled Data
Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "8036-8048",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142616"}
@article{bb146660,
AUTHOR = "Zhao, Z.L. and Cao, L.B. and Lin, K.Y.",
TITLE = "Revealing the Distributional Vulnerability of Discriminators by
Implicit Generators",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "8888-8901",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142617"}
@article{bb146661,
AUTHOR = "Yao, J.C. and Han, B. and Zhou, Z.H. and Zhang, Y. and Tsang, I.W.",
TITLE = "Latent Class-Conditional Noise Model",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9964-9980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142618"}
@article{bb146662,
AUTHOR = "Wang, L. and Xu, X.M. and Guo, K.L. and Cai, B.L. and Liu, F.",
TITLE = "Reflective Learning With Label Noise",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "3343-3357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142619"}
@article{bb146663,
AUTHOR = "Chen, Y.Q. and Jin, C. and Li, G. and Li, T.H. and Gao, W.",
TITLE = "Mitigating Label Noise in GANs via Enhanced Spectral Normalization",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "3924-3934",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142620"}
@article{bb146664,
AUTHOR = "Sumbul, G. and Demir, B.",
TITLE = "Generative Reasoning Integrated Label Noise Robust Deep Image
Representation Learning",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "4529-4542",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142621"}
@article{bb146665,
AUTHOR = "Gong, Y.S. and Li, Z.B. and Liu, W. and Lu, X. and Liu, X.W. and Tsang, I.W. and Yin, Y.L.",
TITLE = "Missingness-Pattern-Adaptive Learning With Incomplete Data",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "11053-11066",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142622"}
@article{bb146666,
AUTHOR = "Liu, D. and Li, W. and Duan, L.X. and Tsang, I.W. and Yang, G.W.",
TITLE = "Noisy Label Learning With Provable Consistency for a Wider Family of
Losses",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13536-13552",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142623"}
@article{bb146667,
AUTHOR = "Liu, F.C. and Wang, Y. and Li, Z. and Pan, Z.G.",
TITLE = "GEIKD: Self-knowledge distillation based on gated ensemble networks
and influences-based label noise removal",
JOURNAL = CVIU,
VOLUME = "235",
YEAR = "2023",
PAGES = "103771",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142624"}
@article{bb146668,
AUTHOR = "Zhao, X.M. and Cheng, Y. and Liang, L. and Wang, H.J. and Gao, X.Y. and Wu, J.",
TITLE = "A balanced random learning strategy for CNN based Landsat image
segmentation under imbalanced and noisy labels",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109824",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142625"}
@article{bb146669,
AUTHOR = "Yan, Y. and Xu, Y. and Xue, J.H. and Lu, Y. and Wang, H.Z. and Zhu, W.T.",
TITLE = "Drop Loss for Person Attribute Recognition With Imbalanced
Noisy-Labeled Samples",
JOURNAL = Cyber,
VOLUME = "53",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "7071-7084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142626"}
@article{bb146670,
AUTHOR = "Mao, S. and Wang, Y. and Wang, X.Y. and Zhang, S.L.",
TITLE = "Multi-proxy feature learning for robust fine-grained visual
recognition",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109779",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142627"}
@article{bb146671,
AUTHOR = "Mao, S. and Zhang, S.L.",
TITLE = "Robust Fine-Grained Visual Recognition With Neighbor-Attention Label
Correction",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2614-2626",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142628"}
@article{bb146672,
AUTHOR = "Liu, C.Y. and Zhao, L. and Wu, H.B.",
TITLE = "Hyperspectral Images Weakly Supervised Classification with Noisy
Labels",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "20",
PAGES = "4994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142629"}
@article{bb146673,
AUTHOR = "Li, X.C. and Xia, X.B. and Zhu, F. and Liu, T.L. and Zhang, X.Y. and Liu, C.L.",
TITLE = "Dynamics-aware loss for learning with label noise",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109835",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142630"}
@article{bb146674,
AUTHOR = "Yang, S. and Wu, S. and Yang, E. and Han, B. and Liu, Y. and Xu, M. and Niu, G. and Liu, T.L.",
TITLE = "A Parametrical Model for Instance-Dependent Label Noise",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14055-14068",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142631"}
@article{bb146675,
AUTHOR = "Wan, J. and Wu, Q.Q. and Chan, A.B.",
TITLE = "Modeling Noisy Annotations for Point-Wise Supervision",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15065-15080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142632"}
@article{bb146676,
AUTHOR = "Chen, Q.Q. and Jiang, G.X. and Cao, F.Y. and Men, C.Q. and Wang, W.J.",
TITLE = "A general elevating framework for label noise filters",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110072",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142633"}
@article{bb146677,
AUTHOR = "Feng, Z. and Zeng, Z.M. and Guo, C. and Li, Z. and Hu, L.",
TITLE = "Learning From Noisy Correspondence With Tri-Partition for Cross-Modal
Matching",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "3884-3896",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142634"}
@article{bb146678,
AUTHOR = "Lacy, F. and Ruiz Reyes, A. and Brescia, A.",
TITLE = "Machine learning for low signal-to-noise ratio detection",
JOURNAL = PRL,
VOLUME = "179",
YEAR = "2024",
PAGES = "115-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142635"}
@article{bb146679,
AUTHOR = "Roizman, V. and Jonckheere, M. and Pascal, F.",
TITLE = "A Flexible EM-Like Clustering Algorithm for Noisy Data",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "2709-2721",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142636"}
@article{bb146680,
AUTHOR = "Xia, X.B. and Lu, P.Q. and Gong, C. and Han, B. and Yu, J. and Yu, J. and Liu, T.L.",
TITLE = "Regularly Truncated M-Estimators for Learning With Noisy Labels",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3522-3536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142637"}
@article{bb146681,
AUTHOR = "Wang, Y.K. and Fu, Y.W. and Sun, X.W.",
TITLE = "Knockoffs-SPR: Clean Sample Selection in Learning With Noisy Labels",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3242-3256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142638"}
@article{bb146682,
AUTHOR = "Zhang, J.F. and Song, B. and Wang, H.H. and Han, B. and Liu, T.L. and Liu, L. and Sugiyama, M.",
TITLE = "BadLabel: A Robust Perspective on Evaluating and Enhancing
Label-Noise Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4398-4409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142639"}
@article{bb146683,
AUTHOR = "Zhang, S. and Li, J.Q. and Fujita, H. and Li, Y.W. and Wang, D.B. and Zhu, T.T. and Zhang, M.L. and Liu, C.Y.",
TITLE = "Student Loss: Towards the Probability Assumption in Inaccurate
Supervision",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4460-4475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142640"}
@article{bb146684,
AUTHOR = "Wu, S. and Zhou, T.Y. and Du, Y.X. and Yu, J. and Han, B. and Liu, T.L.",
TITLE = "A Time-Consistency Curriculum for Learning From Instance-Dependent
Noisy Labels",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "4830-4842",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142641"}
@article{bb146685,
AUTHOR = "Hell, M. and Brandmeier, M.",
TITLE = "Identifying Plausible Labels from Noisy Training Data for a Land Use
and Land Cover Classification Application in Amazônia Legal",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142642"}
@article{bb146686,
AUTHOR = "Liu, X.T. and Wang, J.X. and Wang, D. and Lin, S.B.",
TITLE = "Weighted Spectral Filters for Kernel Interpolation on Spheres:
Estimates of Prediction Accuracy for Noisy Data",
JOURNAL = SIIMS,
VOLUME = "17",
YEAR = "2024",
NUMBER = "2",
PAGES = "951-983",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142643"}
@article{bb146687,
AUTHOR = "Li, Z. and Yang, X.R. and Meng, D.Y. and Cao, X.",
TITLE = "An Adaptive Noisy Label-Correction Method Based on Selective Loss for
Hyperspectral Image-Classification Problem",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "13",
PAGES = "2499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142644"}
@article{bb146688,
AUTHOR = "Wang, J.Y. and Xia, X.B. and Lan, L. and Wu, X.H. and Yu, J. and Yang, W.J. and Han, B. and Liu, T.L.",
TITLE = "Tackling Noisy Labels With Network Parameter Additive Decomposition",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "6341-6354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142645"}
@article{bb146689,
AUTHOR = "Tatjer, A. and Nagarajan, B. and Marques, R. and Radeva, P.",
TITLE = "Decoding class dynamics in learning with noisy labels",
JOURNAL = PRL,
VOLUME = "184",
YEAR = "2024",
PAGES = "239-245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142646"}
@article{bb146690,
AUTHOR = "Yang, J. and Niu, X.G. and Xu, Y.Z. and Zhang, Z. and Guo, G.Y. and Drew, S. and Chen, R.Z.",
TITLE = "Dynamic selection for reconstructing instance-dependent noisy labels",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110803",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142647"}
@article{bb146691,
AUTHOR = "Lin, H. and Li, Y.J. and Zhang, Z. and Zhu, L. and Xu, Y.",
TITLE = "Learning With Noisy Labels by Semantic and Feature Space
Collaboration",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7190-7201",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142648"}
@article{bb146692,
AUTHOR = "Huang, Z.Y. and Hu, P. and Niu, G.C. and Xiao, X.Y. and Lv, J.C. and Peng, X.",
TITLE = "Learning with Noisy Correspondence",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "3656-3677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142649"}
@article{bb146693,
AUTHOR = "Wu, H. and Sun, J.",
TITLE = "Robust Image Classification With Noisy Labels by Negative Learning
and Feature Space Renormalization",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9280-9291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142650"}
@article{bb146694,
AUTHOR = "Zhang, Y. and Chen, Y. and Fang, C.W. and Wang, Q. and Wu, J.Y. and Xin, J.",
TITLE = "Learning from open-set noisy labels based on multi-prototype modeling",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110902",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142651"}
@article{bb146695,
AUTHOR = "Liu, Y.H. and Wang, J. and Yang, Y. and Wang, R. and Wang, S.",
TITLE = "Hierarchical Noise-Tolerant Meta-Learning With Noisy Labels",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "3020-3024",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142652"}
@article{bb146696,
AUTHOR = "Kou, Z.Q. and Wang, J. and Jia, Y.H. and Geng, X.",
TITLE = "Inaccurate Label Distribution Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "10237-10249",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142653"}
@article{bb146697,
AUTHOR = "Luo, W.S. and Chen, S. and Liu, T.L. and Han, B. and Niu, G. and Sugiyama, M. and Tao, D.C. and Gong, C.",
TITLE = "Estimating Per-Class Statistics for Label Noise Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "305-322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142654"}
@article{bb146698,
AUTHOR = "Cordeiro, F.R. and Carneiro, G.",
TITLE = "ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample
selection for robust learning with noisy labels",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142655"}
@article{bb146699,
AUTHOR = "Feng, C. and Tzimiropoulos, G. and Patras, I.",
TITLE = "NoiseBox: Toward More Efficient and Effective Learning With Noisy
Labels",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "11914-11928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT142656"}
Last update:May 14, 2025 at 16:05:19