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AUTHOR = "Zhang, X. and Sheng, Z. and Shen, H.L.",
TITLE = "FocusNet: Classifying better by focusing on confusing classes",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108709",
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AUTHOR = "Srivastava, A. and Velicheti, R.K. and Salapaka, S.M.",
TITLE = "On the choice of number of superstates in the aggregation of Markov
chains",
JOURNAL = PRL,
VOLUME = "159",
YEAR = "2022",
PAGES = "181-188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134121"}
@article{bb138102,
AUTHOR = "Liu, C. and Wang, T. and Liu, K. and Zhang, X.Y.",
TITLE = "A Novel Sparse Bayesian Space-Time Adaptive Processing Algorithm to
Mitigate Off-Grid Effects",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134122"}
@article{bb138103,
AUTHOR = "Barath, D. and Noskova, J. and Matas, J.G.",
TITLE = "Marginalizing Sample Consensus",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "8420-8432",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134123"}
@inproceedings{bb138104,
AUTHOR = "Barath, D. and Noskova, J. and Ivashechkin, M. and Matas, J.G.",
TITLE = "MAGSAC++, a Fast, Reliable and Accurate Robust Estimator",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1301-1309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134124"}
@article{bb138105,
AUTHOR = "He, J.C. and Wang, G. and Cao, K. and Diao, H. and Wang, G. and Peng, B.",
TITLE = "Generalized minimum error entropy for robust learning",
JOURNAL = PR,
VOLUME = "135",
YEAR = "2023",
PAGES = "109188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134125"}
@article{bb138106,
AUTHOR = "Truong, G. and Le, H. and Zhang, E. and Suter, D. and Gilani, S.Z.",
TITLE = "Unsupervised Learning for Maximum Consensus Robust Fitting: A
Reinforcement Learning Approach",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3890-3903",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134126"}
@inproceedings{bb138107,
AUTHOR = "Truong, G. and Zhang, E. and Suter, D. and Zhang, E. and Gilani, S.Z.",
TITLE = "Unsupervised Learning for Robust Fitting:
A Reinforcement Learning Approach",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10343-10352",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134127"}
@article{bb138108,
AUTHOR = "Pellegrino, N. and Fieguth, P.W. and Reza, P.H.",
TITLE = "K-Means for noise-insensitive multi-dimensional feature learning",
JOURNAL = PRL,
VOLUME = "170",
YEAR = "2023",
PAGES = "113-120",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134128"}
@article{bb138109,
AUTHOR = "Han, X.Z. and Wang, S.H. and Su, C. and Huang, Q.M. and Tian, Q.",
TITLE = "General Greedy De-Bias Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9789-9805",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134129"}
@article{bb138110,
AUTHOR = "Dolatabadi, H.M. and Erfani, S.M. and Leckie, C.",
TITLE = "Adversarial Coreset Selection for Efficient Robust Training",
JOURNAL = IJCV,
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YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3307-3331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT134130"}
@inproceedings{bb138111,
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",
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AUTHOR = "Drenkow, N. and Unberath, M.",
TITLE = "RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in
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BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4506-4515",
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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",
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YEAR = "2024",
PAGES = "4406-4415",
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@inproceedings{bb138114,
AUTHOR = "Yucel, M.K. and Cinbis, R.G. and Duygulu, P.",
TITLE = "HybridAugment++: Unified Frequency Spectra Perturbations for Model
Robustness",
BOOKTITLE = ICCV23,
YEAR = "2023",
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AUTHOR = "Bu, Q.W. and Huang, D. and Cui, H.M.",
TITLE = "Towards Building More Robust Models with Frequency Bias",
BOOKTITLE = ICCV23,
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AUTHOR = "Hong, H. and Wang, B.H. and Hong, Y.",
TITLE = "UniCR: Universally Approximated Certified Robustness via Randomized
Smoothing",
BOOKTITLE = ECCV22,
YEAR = "2022",
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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",
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@inproceedings{bb138118,
AUTHOR = "Paul, W. and Burlina, P.",
TITLE = "Robustness and Adaptation to Hidden Factors of Variation",
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YEAR = "2022",
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AUTHOR = "Wang, Z.Q. and Loog, M.",
TITLE = "Enhancing Classifier Conservativeness and Robustness by Polynomiality",
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AUTHOR = "Saikia, T. and Schmid, C. and Brox, T.",
TITLE = "Improving robustness against common corruptions with frequency biased
models",
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AUTHOR = "Yeo, T. and Kar, O.F. and Zamir, A.",
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BOOKTITLE = ICCV21,
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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",
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AUTHOR = "Yuan, S.Y. and Li, Y.T. and Wang, D. and Bai, K. and Carin, L. and Carlson, D.",
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BOOKTITLE = WACV22,
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AUTHOR = "Sarkar, A. and Sarkar, A. and Balasubramanian, V.N.",
TITLE = "Leveraging Test-Time Consensus Prediction for Robustness against
Unseen Noise",
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AUTHOR = "Ibrahimi, S. and Sors, A. and de Rezende, R.S. and Clinchant, S.",
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Interactions",
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@inproceedings{bb138126,
AUTHOR = "Go, H. and Byun, J. and Kim, C.",
TITLE = "Rethinking Training Schedules for Verifiably Robust Networks",
BOOKTITLE = ICIP21,
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@inproceedings{bb138127,
AUTHOR = "Lakshya, L.",
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YEAR = "2021",
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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",
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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",
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PAGES = "6602-6611",
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AUTHOR = "Qu, Y.T. and Mo, S.S. and Niu, J.W.",
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Feature Distributions",
BOOKTITLE = CVPR21,
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@inproceedings{bb138131,
AUTHOR = "Cazenavette, G. and Murdock, C. and Lucey, S.",
TITLE = "Architectural Adversarial Robustness: The Case for Deep Pursuit",
BOOKTITLE = CVPR21,
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AUTHOR = "Awasthi, P. and Yu, G. and Ferng, C.S. and Tomkins, A. and Juan, D.C.",
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AUTHOR = "Nam, H. and Lee, H.J. and Park, J. and Yoon, W.J. and Yoo, D.G.",
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@inproceedings{bb138134,
AUTHOR = "Zhang, H.Y. and Xing, X.M. and Liu, L.",
TITLE = "DualGraph: A graph-based method for reasoning about label noise",
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AUTHOR = "Mackowiak, R. and Ardizzone, L. and Kothe, U. and Rother, C.",
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Classification",
BOOKTITLE = CVPR21,
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@inproceedings{bb138136,
AUTHOR = "Burns, C. and Steinhardt, J.",
TITLE = "Limitations of Post-Hoc Feature Alignment for Robustness",
BOOKTITLE = CVPR21,
YEAR = "2021",
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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",
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AUTHOR = "Serrurier, M. and Mamalet, F. and Gonzalez Sanz, A. and Boissin, T. and Loubes, J.M. and del Barrio, E.",
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hinge regularization",
BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb138139,
AUTHOR = "Shibzukhov, Z.M. and Semenov, T.A.",
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AUTHOR = "Li, A. and Chen, J.J. and Chen, D. and Sun, G.L.",
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BOOKTITLE = "MMHUA20",
YEAR = "2020",
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AUTHOR = "Sun, G. and Khan, S. and Li, W. and Cholakkal, H. and Khan, F.S. and Van Gool, L.J.",
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AUTHOR = "Peng, X.J. and Wang, K. and Zeng, Z.Y. and Li, Q. and Yang, J.F. and Qiao, Y.",
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AUTHOR = "Sarhan, M.H. and Navab, N. and Eslami, A. and Albarqouni, S.",
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BOOKTITLE = ACCV06,
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@inproceedings{bb138171,
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BOOKTITLE = ICPR04,
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@inproceedings{bb138172,
AUTHOR = "Ying, Z. and Keong, K.C.",
TITLE = "Fast leave-one-out evaluation and improvement on inference for LS-SVMs",
BOOKTITLE = ICPR04,
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@inproceedings{bb138173,
AUTHOR = "Chen, H.F. and Meer, P.",
TITLE = "Robust regression with projection based m-estimators",
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@inproceedings{bb138174,
AUTHOR = "Lepetit, V. and Shahrokni, A. and Fua, P.",
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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#TT134207"}
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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
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VOLUME = "12",
YEAR = "2020",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT134208"}
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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",
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VOLUME = "13",
YEAR = "2021",
NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT134209"}
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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
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JOURNAL = JVCIR,
VOLUME = "72",
YEAR = "2020",
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@article{bb138191,
AUTHOR = "de Aquino Afonso, B.K. and Berton, L.",
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leave-one-out filter",
JOURNAL = PRL,
VOLUME = "140",
YEAR = "2020",
PAGES = "127-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT134211"}
@article{bb138192,
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#TT134212"}
@inproceedings{bb138193,
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#TT134213"}
@article{bb138194,
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#TT134214"}
@article{bb138195,
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#TT134215"}
@article{bb138196,
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#TT134216"}
@article{bb138197,
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#TT134217"}
@article{bb138198,
AUTHOR = "Wang, S. 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#TT134218"}
@article{bb138199,
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#TT134219"}
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