@article{bb154400,
AUTHOR = "Zhang, Z. and Zhang, L.J. and Meng, D.J. and Tian, W. and Yan, J.",
TITLE = "Spectral Scaling-Based Augmentation for Corruption-Robust Image
Classification",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1206-1210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150304"}
@inproceedings{bb154401,
AUTHOR = "Prach, B. and Lampert, C.H.",
TITLE = "Intriguing Properties of Robust Classification",
BOOKTITLE = "FaDE-TCV25",
YEAR = "2025",
PAGES = "660-669",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150305"}
@inproceedings{bb154402,
AUTHOR = "Xia, S. and Yu, Y. and Yang, W.H. and Ding, M. and Chen, Z. and Duan, L.Y. and Kot, A.C. and Jiang, X.D.",
TITLE = "Theoretical Insights in Model Inversion Robustness and Conditional
Entropy Maximization for Collaborative Inference Systems",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "8753-8763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150306"}
@inproceedings{bb154403,
AUTHOR = "Lin, J. and Tao, L.W. and Dong, M.J. and Xu, C.",
TITLE = "Uncertainty Weighted Gradients for Model Calibration",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15497-15507",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150307"}
@inproceedings{bb154404,
AUTHOR = "Liu, W. and Chen, Y.F. and Yue, X.D.",
TITLE = "Enhancing Testing-Time Robustness for Trusted Multi-View
Classification in the Wild",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15508-15517",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150308"}
@inproceedings{bb154405,
AUTHOR = "Jung, Y. and Song, B.C.",
TITLE = "Two is Better than One: Efficient Ensemble Defense for Robust and
Compact Models",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9696-9706",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150309"}
@inproceedings{bb154406,
AUTHOR = "Du, S.H. and Qu, S.Q. and Wang, T.H. and Zhang, X.D. and Zhu, Y.W. and Mao, J. and Lu, F. and Lin, Q. and Chen, G.",
TITLE = "RCP-Bench: Benchmarking Robustness for Collaborative Perception Under
Diverse Corruptions",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "11908-11918",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150310"}
@inproceedings{bb154407,
AUTHOR = "Li, X.J. and Zhao, Q.M. and Bisht, N. and Uddin, M.R. and Kim, J.Y. and Zhang, B. and Xu, M.",
TITLE = "DiffCAM: Data-Driven Saliency Maps by Capturing Feature Differences",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10327-10337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150311"}
@inproceedings{bb154408,
AUTHOR = "Seo, S. and Han, B.H.",
TITLE = "Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "8379-8388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150312"}
@inproceedings{bb154409,
AUTHOR = "Blau, T. and Ganz, R. and Baskin, C. and Elad, M. and Bronstein, A.M.",
TITLE = "Class-Conditioned Transformation for Enhanced Robust Image
Classification",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6538-6547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150313"}
@inproceedings{bb154410,
AUTHOR = "Xu, C.M. and Singh, G.",
TITLE = "Cross-input Certified Training for Universal Perturbations",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXV: 233-250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150314"}
@inproceedings{bb154411,
AUTHOR = "Mirza, M.H. and Briglia, M.R. and Beadini, S. and Masi, I.",
TITLE = "Shedding More Light on Robust Classifiers Under the Lens of
Energy-based Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "III: 451-468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150315"}
@inproceedings{bb154412,
AUTHOR = "Jesslen, A. and Zhang, G.F. and Wang, A.T. and Ma, W.F. and Yuille, A.L. and Kortylewski, A.",
TITLE = "Novum: Neural Object Volumes for Robust Object Classification",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "IV: 264-281",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150316"}
@inproceedings{bb154413,
AUTHOR = "Fang, J. and Zhang, Z.C. and Sun, J. and Fu, J. and He, H.N. and Liu, Y.L. and Ma, W.",
TITLE = "Improve Model Robustness in Less Time Than It Takes to Drink A Cup of
Coffee with Plug-and-play Robustness Plugins",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "I: 385-396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150317"}
@inproceedings{bb154414,
AUTHOR = "Golpayegani, Z. and St Amant, P. and Bouguila, N.",
TITLE = "Clarifying Myths About the Relationship Between Shape Bias, Accuracy,
and Robustness",
BOOKTITLE = CRV23,
YEAR = "2023",
PAGES = "281-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150318"}
@inproceedings{bb154415,
AUTHOR = "Drenkow, N. and Unberath, M.",
TITLE = "RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in
Object-centric Learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4506-4515",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150319"}
@inproceedings{bb154416,
AUTHOR = "Sarkar, S. and Babu, A.R. and Mousavi, S. and Carmichael, Z. and Gundecha, V. and Ghorbanpour, S. and Gutierrez, R.L. and Guillen, A. and Naug, A.",
TITLE = "Benchmark Generation Framework with Customizable Distortions for
Image Classifier Robustness",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4406-4415",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150320"}
@inproceedings{bb154417,
AUTHOR = "Yucel, M.K. and Cinbis, R.G. and Duygulu, P.",
TITLE = "HybridAugment++: Unified Frequency Spectra Perturbations for Model
Robustness",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5695-5705",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150321"}
@inproceedings{bb154418,
AUTHOR = "Bu, Q.W. and Huang, D. and Cui, H.M.",
TITLE = "Towards Building More Robust Models with Frequency Bias",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4379-4388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150322"}
@inproceedings{bb154419,
AUTHOR = "Hong, H. and Wang, B.H. and Hong, Y.",
TITLE = "UniCR: Universally Approximated Certified Robustness via Randomized
Smoothing",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "V:86-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150323"}
@inproceedings{bb154420,
AUTHOR = "Wei, X. and Xu, Y. and Huang, Y.H. and Lv, H.R. and Lan, H. and Chen, M.S. and Tang, X.",
TITLE = "Learning Extremely Lightweight and Robust Model with Differentiable
Constraints on Sparsity and Condition Number",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "IV:690-707",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150324"}
@inproceedings{bb154421,
AUTHOR = "Paul, W. and Burlina, P.",
TITLE = "Robustness and Adaptation to Hidden Factors of Variation",
BOOKTITLE = ArtOfRobust22,
YEAR = "2022",
PAGES = "122-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150325"}
@inproceedings{bb154422,
AUTHOR = "Wang, Z.Q. and Loog, M.",
TITLE = "Enhancing Classifier Conservativeness and Robustness by Polynomiality",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "13317-13326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150326"}
@inproceedings{bb154423,
AUTHOR = "Saikia, T. and Schmid, C. and Brox, T.",
TITLE = "Improving robustness against common corruptions with frequency biased
models",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10191-10200",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150327"}
@inproceedings{bb154424,
AUTHOR = "Yeo, T. and Kar, O.F. and Zamir, A.",
TITLE = "Robustness via Cross-Domain Ensembles",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "12169-12179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150328"}
@inproceedings{bb154425,
AUTHOR = "Liu, H.Z. and Wu, H.Q. and Xie, W.C. and Liu, F. and Shen, L.L.",
TITLE = "Group-wise Inhibition based Feature Regularization for Robust
Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "468-476",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150329"}
@inproceedings{bb154426,
AUTHOR = "Yuan, S.Y. and Li, Y.T. and Wang, D. and Bai, K. and Carin, L. and Carlson, D.",
TITLE = "Learning to Weight Filter Groups for Robust Classification",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3321-3330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150330"}
@inproceedings{bb154427,
AUTHOR = "Sarkar, A. and Sarkar, A. and Balasubramanian, V.N.",
TITLE = "Leveraging Test-Time Consensus Prediction for Robustness against
Unseen Noise",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3564-3573",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150331"}
@inproceedings{bb154428,
AUTHOR = "Ibrahimi, S. and Sors, A. and de Rezende, R.S. and Clinchant, S.",
TITLE = "Learning with Label Noise for Image Retrieval by Selecting
Interactions",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "468-477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150332"}
@inproceedings{bb154429,
AUTHOR = "Go, H. and Byun, J. and Kim, C.",
TITLE = "Rethinking Training Schedules for Verifiably Robust Networks",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "464-468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150333"}
@inproceedings{bb154430,
AUTHOR = "Lakshya, L.",
TITLE = "Behaviour of Sample Selection Techniques Under Explicit Regularization",
BOOKTITLE = ISVC21,
YEAR = "2021",
PAGES = "I:331-340",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150334"}
@inproceedings{bb154431,
AUTHOR = "Chang, C.H. and Adam, G.A. and Goldenberg, A.",
TITLE = "Towards Robust Classification Model by Counterfactual and Invariant
Data Generation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15207-15216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150335"}
@inproceedings{bb154432,
AUTHOR = "Ortego, D. and Arazo, E. and Albert, P. and O'Connor, N.E. and McGuinness, K.",
TITLE = "Multi-Objective Interpolation Training for Robustness to Label Noise",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6602-6611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150336"}
@inproceedings{bb154433,
AUTHOR = "Qu, Y.T. and Mo, S.S. and Niu, J.W.",
TITLE = "DAT: Training Deep Networks Robust to Label-Noise by Matching the
Feature Distributions",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6817-6825",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150337"}
@inproceedings{bb154434,
AUTHOR = "Cazenavette, G. and Murdock, C. and Lucey, S.",
TITLE = "Architectural Adversarial Robustness: The Case for Deep Pursuit",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "7146-7154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150338"}
@inproceedings{bb154435,
AUTHOR = "Awasthi, P. and Yu, G. and Ferng, C.S. and Tomkins, A. and Juan, D.C.",
TITLE = "Adversarial Robustness Across Representation Spaces",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "7604-7612",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150339"}
@inproceedings{bb154436,
AUTHOR = "Nam, H. and Lee, H.J. and Park, J. and Yoon, W.J. and Yoo, D.G.",
TITLE = "Reducing Domain Gap by Reducing Style Bias",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8686-8695",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150340"}
@inproceedings{bb154437,
AUTHOR = "Zhang, H.Y. and Xing, X.M. and Liu, L.",
TITLE = "DualGraph: A graph-based method for reasoning about label noise",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9649-9658",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150341"}
@inproceedings{bb154438,
AUTHOR = "Mackowiak, R. and Ardizzone, L. and Kothe, U. and Rother, C.",
TITLE = "Generative Classifiers as a Basis for Trustworthy Image
Classification",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2970-2980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150342"}
@inproceedings{bb154439,
AUTHOR = "Burns, C. and Steinhardt, J.",
TITLE = "Limitations of Post-Hoc Feature Alignment for Robustness",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2525-2533",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150343"}
@inproceedings{bb154440,
AUTHOR = "Collier, M. and Mustafa, B. and Kokiopoulou, E. and Jenatton, R. and Berent, J.",
TITLE = "Correlated Input-Dependent Label Noise in Large-Scale Image
Classification",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1551-1560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150344"}
@inproceedings{bb154441,
AUTHOR = "Shibzukhov, Z.M. and Semenov, T.A.",
TITLE = "Machine Learning Based on Minimizing Robust Mean Estimates",
BOOKTITLE = IMTA20,
YEAR = "2020",
PAGES = "112-119",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150345"}
@inproceedings{bb154442,
AUTHOR = "Li, A. and Chen, J.J. and Chen, D. and Sun, G.L.",
TITLE = "Multiview Similarity Learning for Robust Visual Clustering",
BOOKTITLE = "MMHUA20",
YEAR = "2020",
PAGES = "168-183",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150346"}
@inproceedings{bb154443,
AUTHOR = "Sun, G. and Khan, S. and Li, W. and Cholakkal, H. and Khan, F.S. and Van Gool, L.J.",
TITLE = "Fixing Localization Errors to Improve Image Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXV:271-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150347"}
@inproceedings{bb154444,
AUTHOR = "Peng, X.J. and Wang, K. and Zeng, Z.Y. and Li, Q. and Yang, J.F. and Qiao, Y.",
TITLE = "Suppressing Mislabeled Data via Grouping and Self-attention",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVI: 786-802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150348"}
@inproceedings{bb154445,
AUTHOR = "Sarhan, M.H. and Navab, N. and Eslami, A. and Albarqouni, S.",
TITLE = "Fairness by Learning Orthogonal Disentangled Representations",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIX: 746-761",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150349"}
@inproceedings{bb154446,
AUTHOR = "Hayes, J.",
TITLE = "Extensions and limitations of randomized smoothing for robustness
guarantees",
BOOKTITLE = AML-CV20,
YEAR = "2020",
PAGES = "3413-3421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150350"}
@inproceedings{bb154447,
AUTHOR = "Li, Y. and Vasconcelos, N.M.",
TITLE = "Background Data Resampling for Outlier-Aware Classification",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13215-13224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150351"}
@inproceedings{bb154448,
AUTHOR = "Laugros, A. and Caplier, A. and Ospici, M.",
TITLE = "Are Adversarial Robustness and Common Perturbation Robustness
Independent Attributes ?",
BOOKTITLE = RLQ19,
YEAR = "2019",
PAGES = "1045-1054",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150352"}
@inproceedings{bb154449,
AUTHOR = "Huang, W. and Yue, X.D. and Zhong, C.M. and Zhang, N.",
TITLE = "Rough Neighborhood Covering Reduction for robust classification",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3308-3313",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150353"}
@inproceedings{bb154450,
AUTHOR = "Vinh, N.X. and Erfani, S. and Paisitkriangkrai, S. and Bailey, J. and Leckie, C. and Ramamohanarao, K.",
TITLE = "Training robust models using Random Projection",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "531-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150354"}
@inproceedings{bb154451,
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#TT150355"}
@inproceedings{bb154452,
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#TT150356"}
@inproceedings{bb154453,
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#TT150357"}
@inproceedings{bb154454,
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#TT150358"}
@inproceedings{bb154455,
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#TT150359"}
@inproceedings{bb154456,
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#TT150360"}
@inproceedings{bb154457,
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#TT150361"}
@inproceedings{bb154458,
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#TT150362"}
@inproceedings{bb154459,
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#TT150363"}
@inproceedings{bb154460,
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#TT150364"}
@inproceedings{bb154461,
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#TT150365"}
@inproceedings{bb154462,
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#TT150366"}
@inproceedings{bb154463,
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#TT150367"}
@inproceedings{bb154464,
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#TT150368"}
@inproceedings{bb154465,
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#TT150369"}
@inproceedings{bb154466,
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#TT150370"}
@inproceedings{bb154467,
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#TT150371"}
@inproceedings{bb154468,
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#TT150372"}
@inproceedings{bb154469,
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#TT150373"}
@inproceedings{bb154470,
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#TT150374"}
@inproceedings{bb154471,
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#TT150375"}
@inproceedings{bb154472,
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#TT150376"}
@inproceedings{bb154473,
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#TT150377"}
@inproceedings{bb154474,
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#TT150378"}
@inproceedings{bb154475,
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#TT150379"}
@inproceedings{bb154476,
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#TT150380"}
@inproceedings{bb154477,
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#TT150381"}
@inproceedings{bb154478,
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#TT150382"}
@inproceedings{bb154479,
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#TT150383"}
@inproceedings{bb154480,
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#TT150384"}
@inproceedings{bb154481,
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#TT150385"}
@inproceedings{bb154482,
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#TT150386"}
@inproceedings{bb154483,
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#TT150387"}
@inproceedings{bb154484,
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#TT150388"}
@inproceedings{bb154485,
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#TT150389"}
@inproceedings{bb154486,
AUTHOR = "Schunck, B.G.",
TITLE = "Robust Computational Vision",
BOOKTITLE = Robust90,
YEAR = "1990",
PAGES = "xx",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT150390"}
@inproceedings{bb154487,
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#TT150391"}
@inproceedings{bb154488,
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#TT150392"}
@article{bb154489,
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#TT150393"}
@article{bb154490,
AUTHOR = "Gu, N. and Fan, M. and Meng, D.",
TITLE = "Robust Semi-Supervised Classification for Noisy Labels Based on
Self-Paced Learning",
JOURNAL = SPLetters,
VOLUME = "23",
YEAR = "2016",
NUMBER = "12",
MONTH = "December",
PAGES = "1806-1810",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150394"}
@article{bb154491,
AUTHOR = "Yao, Y.Y. and Wang, L. and Zhang, L.M. and Yang, Y. and Li, P. and Zimmermann, R. and Shao, L.",
TITLE = "Learning Latent Stable Patterns for Image Understanding With Weak and
Noisy Labels",
JOURNAL = Cyber,
VOLUME = "49",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "4243-4252",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150395"}
@article{bb154492,
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#TT150396"}
@article{bb154493,
AUTHOR = "Liu, L. and Tan, R.T.",
TITLE = "Certainty driven consistency loss on multi-teacher networks for
semi-supervised learning",
JOURNAL = PR,
VOLUME = "120",
YEAR = "2021",
PAGES = "108140",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150397"}
@article{bb154494,
AUTHOR = "Lin, C. and Guo, S.X. and Chen, J.S. and Sun, L. and Zheng, X.R. and Yang, Y. and Xiong, Y.F.",
TITLE = "Deep Learning Network Intensification for Preventing Noisy-Labeled
Samples for Remote Sensing Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150398"}
@article{bb154495,
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#TT150399"}
@article{bb154496,
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#TT150400"}
@article{bb154497,
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#TT150401"}
@article{bb154498,
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#TT150402"}
@inproceedings{bb154499,
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#TT150403"}
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