@inproceedings{bb155000,
        AUTHOR = "Ma, Y. and Yang, B. and Tang, Y.C. and Zhan, W. and Yang, W.",
        TITLE = "Harnessing Feature Distribution Consistency for Federated Learning
with Noisy Labels",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1408-1413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150900"}

@inproceedings{bb155001,
        AUTHOR = "Ullah, N.G. and Thelaya, K.A. and Majeed, F. and Lu, Z. and Boughorbel, S. and Schneider, J. and Agus, M.",
        TITLE = "CYFLOD: Cyclic Filtering and Loss Damping for Alleviating Noisy
Labels in Fine-Grained Visual Classification",
        BOOKTITLE = FGVC25,
        YEAR = "2025",
        PAGES = "2059-2069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150901"}

@inproceedings{bb155002,
        AUTHOR = "Saravanan, D. and Manwani, N. and Gandhi, V.",
        TITLE = "Pseudo-Labelling Meets Label Smoothing for Noisy Partial Label
Learning",
        BOOKTITLE = FGVC25,
        YEAR = "2025",
        PAGES = "2143-2152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150902"}

@inproceedings{bb155003,
        AUTHOR = "Li, W.W. and Liu, J.Z. and Ren, Y.Y. and Zheng, Y.C. and Liu, Y. and Li, W.",
        TITLE = "Let Samples Speak: Mitigating Spurious Correlation by Exploiting the
Clusterness of Samples",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15486-15496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150903"}

@inproceedings{bb155004,
        AUTHOR = "Hou, S. and Jiang, G.X. and Zhang, J. and Yang, S.R. and Guo, H. and Guo, Y.Q. and Wang, W.J.",
        TITLE = "Directional Label Diffusion Model for Learning from Noisy Labels",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25738-25748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150904"}

@inproceedings{bb155005,
        AUTHOR = "Guo, E. and Zhao, Z. and Wang, Z.C. and Chen, T. and Liu, Y. and Zhou, L.P.",
        TITLE = "DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy
Labels",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "14337-14346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150905"}

@inproceedings{bb155006,
        AUTHOR = "Kadam, T. and Mishra, U. and Malhotra, A.",
        TITLE = "SHIP: Structural Hierarchies for Instance-Dependent Partial Labels",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7256-7265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150906"}

@inproceedings{bb155007,
        AUTHOR = "Cao, Q. and Liu, D.N. and Fan, J.A. and Cai, W.D.",
        TITLE = "GroupLearning: Label Noise Mitigation Through Multi-Expert
Collaboration for Medical Image Analysis",
        BOOKTITLE = IVCNZ24,
        YEAR = "2024",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150907"}

@inproceedings{bb155008,
        AUTHOR = "Fooladgar, F. and To, M.N.N. and Mousavi, P. and Abolmaesumi, P.",
        TITLE = "Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework
for Severe Label Noise",
        BOOKTITLE = VAND24,
        YEAR = "2024",
        PAGES = "4012-4021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150908"}

@inproceedings{bb155009,
        AUTHOR = "Nguyen, M. and Wang, A.Q. and Kim, H. and Sabuncu, M.R.",
        TITLE = "Adapting to Shifting Correlations with Unlabeled Data Calibration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXVII: 230-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150909"}

@inproceedings{bb155010,
        AUTHOR = "Yang, P. and Akhtar, N. and Shah, M. and Mian, A.",
        TITLE = "Regulating Model Reliance on Non-robust Features by Smoothing Input
Marginal Density",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LVII: 329-347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150910"}

@inproceedings{bb155011,
        AUTHOR = "Xuan, X. and Deng, Z.Q. and Lin, H.T. and Ma, K.L.",
        TITLE = "SLIM: Spuriousness Mitigation with Minimal Human Annotations",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVI: 215-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150911"}

@inproceedings{bb155012,
        AUTHOR = "Huang, Q.Z. and He, X.L. and Xian, X.L. and Lin, Q.L. and Xie, W.C. and Song, S.Y. and Shen, L.L. and Yu, Z.T.",
        TITLE = "Mtadcs: Moving Trace and Feature Density-based Confidence Sample
Selection Under Label Noise",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXI: 178-195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150912"}

@inproceedings{bb155013,
        AUTHOR = "Gong, Y.F. and Zhan, Z. and Li, Y.Y. and Idelbayev, Y. and Zharkov, A. and Aberman, K. and Tulyakov, S. and Wang, Y.Z. and Ren, J.",
        TITLE = "Efficient Training with Denoised Neural Weights",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIII: 18-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150913"}

@inproceedings{bb155014,
        AUTHOR = "Xu, J.Y. and Le, H. and Samaras, D.",
        TITLE = "Assessing Sample Quality via the Latent Space of Generative Models",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIX: 449-464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150914"}

@inproceedings{bb155015,
        AUTHOR = "Hoang, T. and Tran, H. and Rana, S. and Gupta, S.I. and Venkatesh, S.",
        TITLE = "Revisiting Sample Weights Based Method for Noisy-label Detection and
Classification",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "I: 95-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150915"}

@inproceedings{bb155016,
        AUTHOR = "Baik, J.S. and Yoon, I.Y. and Kim, K.H. and Choi, J.W.",
        TITLE = "Distribution-aware Robust Learning from Long-tailed Data with Noisy
Labels",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIV: 160-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150916"}

@inproceedings{bb155017,
        AUTHOR = "Sheng, M.M. and Sun, Z. and Chen, T. and Pang, S. and Wang, Y.C. and Yao, Y.Z.",
        TITLE = "Foster Adaptivity and Balance in Learning with Noisy Labels",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXVII: 217-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150917"}

@inproceedings{bb155018,
        AUTHOR = "Di, Z.L. and Zhu, Z.W. and Li, X.X. and Liu, Y.",
        TITLE = "Federated Learning with Local Openset Noisy Labels",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIV: 38-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150918"}

@inproceedings{bb155019,
        AUTHOR = "Que, X.F. and Yu, Q.",
        TITLE = "Optimal Transport of Diverse Unsupervised Tasks for Robust Learning
from Noisy Few-shot Data",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIX: 294-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150919"}

@inproceedings{bb155020,
        AUTHOR = "Albert, P. and Valmadre, J. and Arazo, E. and Krishna, T. and O'Connor, N.E. and McGuinness, K.",
        TITLE = "An Accurate Detection Is Not All You Need to Combat Label Noise in
Web-noisy Datasets",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLIX: 55-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150920"}

@inproceedings{bb155021,
        AUTHOR = "Kim, K.I.",
        TITLE = "Distributed Active Client Selection With Noisy Clients Using Model
Association Scores",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LX: 75-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150921"}

@inproceedings{bb155022,
        AUTHOR = "Wang, S.Q. and Plummer, B.A.",
        TITLE = "Lnl+k: Enhancing Learning with Noisy Labels Through Noise Source
Knowledge Integration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXI: 374-392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150922"}

@inproceedings{bb155023,
        AUTHOR = "Kim, S. and Lee, D. and Kang, S.K. and Chae, S. and Jang, S. and Yu, H.",
        TITLE = "Learning Discriminative Dynamics with Label Corruption for Noisy
Label Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "22477-22487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150923"}

@inproceedings{bb155024,
        AUTHOR = "Zhao, R. and Shi, B. and Ruan, J.F. and Pan, T.Z. and Dong, B.",
        TITLE = "Estimating Noisy Class Posterior with Part-level Labels for Noisy
Label Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "22809-22819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150924"}

@inproceedings{bb155025,
        AUTHOR = "Kim, N.R. and Lee, J.S. and Lee, J.H.",
        TITLE = "Learning with Structural Labels for Learning with Noisy Labels",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27600-27610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150925"}

@inproceedings{bb155026,
        AUTHOR = "Radhakrishnan, A. and Davis, J. and Rabin, Z. and Lewis, B. and Scherreik, M. and Ilin, R.",
        TITLE = "Design Choices for Enhancing Noisy Student Self-Training",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1915-1924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150926"}

@inproceedings{bb155027,
        AUTHOR = "Katsumata, K. and Vo, D.M. and Harada, T. and Nakayama, H.",
        TITLE = "Soft Curriculum for Learning Conditional GANs with Noisy-Labeled and
Uncurated Unlabeled Data",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "5311-5320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150927"}

@inproceedings{bb155028,
        AUTHOR = "Wang, X.S. and Xu, Z.Y. and Yang, D. and Tam, L. and Roth, H. and Xu, D.",
        TITLE = "Learning Quality Labels for Robust Image Classification",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1092-1101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150928"}

@inproceedings{bb155029,
        AUTHOR = "Venkataramani, R. and Dutta, P. and Melapudi, V. and Dukkipati, A.",
        TITLE = "Causal Feature Alignment:
Learning to Ignore Spurious Background Features",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4654-4662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150929"}

@inproceedings{bb155030,
        AUTHOR = "Taraday, M.K. and Baskin, C.",
        TITLE = "Enhanced Meta Label Correction for Coping with Label Corruption",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16249-16258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150930"}

@inproceedings{bb155031,
        AUTHOR = "Yenamandra, S. and Ramesh, P. and Prabhu, V. and Hoffman, J.",
        TITLE = "FACTS: First Amplify Correlations and Then Slice to Discover Bias",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4771-4781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150931"}

@inproceedings{bb155032,
        AUTHOR = "Ahn, C. and Kim, K. and Baek, J.W. and Lim, J. and Han, S.J.",
        TITLE = "Sample-wise Label Confidence Incorporation for Learning with Noisy
Labels",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1823-1832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150932"}

@inproceedings{bb155033,
        AUTHOR = "Yuan, S. and Feng, L. and Liu, T.L.",
        TITLE = "Late Stopping: Avoiding Confidently Learning from Mislabeled Examples",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16033-16042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150933"}

@inproceedings{bb155034,
        AUTHOR = "Huang, H.X. and Kang, H. and Liu, S. and Salvado, O. and Rakotoarivelo, T. and Wang, D.D. and Liu, T.L.",
        TITLE = "PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for
Learning with Noisy Labels",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16673-16684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150934"}

@inproceedings{bb155035,
        AUTHOR = "Yang, H. and Wang, T.Y. and Hu, X.W. and Fu, C.W.",
        TITLE = "SILT: Shadow-aware Iterative Label Tuning for Learning to Detect
Shadows from Noisy Labels",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "12641-12652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150935"}

@inproceedings{bb155036,
        AUTHOR = "Xia, X.B. and Han, B. and Zhan, Y.B. and Yu, J. and Gong, M.M. and Gong, C. and Liu, T.L.",
        TITLE = "Combating Noisy Labels with Sample Selection by Mining
High-Discrepancy Examples",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1833-1843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150936"}

@inproceedings{bb155037,
        AUTHOR = "Zhang, M. and Zhao, X.Y. and Yao, J. and Yuan, C. and Huang, W.",
        TITLE = "When Noisy Labels Meet Long Tail Dilemmas:
A Representation Calibration Method",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15844-15854",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150937"}

@inproceedings{bb155038,
        AUTHOR = "Rabbani, N. and Bartoli, A.",
        TITLE = "Unsupervised Confidence Approximation:
Trustworthy Learning from Noisy Labelled Data",
        BOOKTITLE = Uncertainty23,
        YEAR = "2023",
        PAGES = "4611-4619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150938"}

@inproceedings{bb155039,
        AUTHOR = "Ricci, S. and Uricchio, T. and del Bimbo, A.",
        TITLE = "Smoothing and Transition Matrices Estimation to Learn with Noisy Labels",
        BOOKTITLE = CIAP23,
        YEAR = "2023",
        PAGES = "I:450-462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150939"}

@inproceedings{bb155040,
        AUTHOR = "Joshi, A. and Das, N. and Yenigalla, P.",
        TITLE = "Product Image Representation Learning on Large Scale Noisy Datasets",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2570-2574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150940"}

@inproceedings{bb155041,
        AUTHOR = "Pastor, A. and Krasula, L. and Zhu, X.Q. and Li, Z. and Le Callet, P.",
        TITLE = "Recovering Quality Scores in Noisy Pairwise Subjective Experiments
Using Negative Log-Likelihood",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2635-2639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150941"}

@inproceedings{bb155042,
        AUTHOR = "Tai, T.M. and Jhang, Y.J. and Hwang, W.J.",
        TITLE = "Robust Feature Learning Against Noisy Labels",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2235-2239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150942"}

@inproceedings{bb155043,
        AUTHOR = "Zhang, Y.Q. and Zhang, H. and Yao, Q.M. and Wan, J.",
        TITLE = "Combining Self-Supervised and Supervised Learning with Noisy Labels",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "605-609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150943"}

@inproceedings{bb155044,
        AUTHOR = "Tallec, G. and Yvinec, E. and Dapogny, A. and Bailly, K.",
        TITLE = "Fighting Over-Fitting with Quantization for Learning Deep Neural
Networks on Noisy Labels",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "575-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150944"}

@inproceedings{bb155045,
        AUTHOR = "Yu, X.T. and Jiang, Y. and Shi, T.Q. and Feng, Z.L. and Wang, Y.X. and Song, M.L. and Sun, L.",
        TITLE = "How to Prevent the Continuous Damage of Noises to Model Training?",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12054-12063",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150945"}

@inproceedings{bb155046,
        AUTHOR = "Bucarelli, M.S. and Cassano, L. and Siciliano, F. and Mantrach, A. and Silvestri, F.",
        TITLE = "Leveraging Inter-Rater Agreement for Classification in the Presence
of Noisy Labels",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3439-3448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150946"}

@inproceedings{bb155047,
        AUTHOR = "Huang, Z.Z. and Zhang, J.P. and Shan, H.M.",
        TITLE = "Twin Contrastive Learning with Noisy Labels",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11661-11670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150947"}

@inproceedings{bb155048,
        AUTHOR = "Gan, B. and Shu, X.J. and Qiao, R.Z. and Wu, H.Q. and Chen, K.Y. and Li, H. and Ren, B.",
        TITLE = "Collaborative Noisy Label Cleaner: Learning Scene-aware Trailers for
Multi-modal Highlight Detection in Movies",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "18898-18907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150948"}

@inproceedings{bb155049,
        AUTHOR = "Li, Y.F. and Han, H. and Shan, S.G. and Chen, X.L.",
        TITLE = "DISC: Learning from Noisy Labels via Dynamic Instance-Specific
Selection and Correction",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24070-24079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150949"}

@inproceedings{bb155050,
        AUTHOR = "Tatjer, A. and Nagarajan, B. and Marques, R. and Radeva, P.",
        TITLE = "CCLM: Class-conditional Label Noise Modelling",
        BOOKTITLE = IbPRIA23,
        YEAR = "2023",
        PAGES = "3-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150950"}

@inproceedings{bb155051,
        AUTHOR = "Tu, Y.P. and Zhang, B.S. and Li, Y.X. and Liu, L. and Li, J. and Zhang, J.N. and Wang, Y.B. and Wang, C.J. and Zhao, C.R.",
        TITLE = "Learning with Noisy labels via Self-supervised Adversarial Noisy
Masking",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16186-16195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150951"}

@inproceedings{bb155052,
        AUTHOR = "Tu, Y.P. and Zhang, B.S. and Li, Y.X. and Liu, L. and Li, J. and Wang, Y.B. and Wang, C.J. and Zhao, C.R.",
        TITLE = "Learning from Noisy Labels with Decoupled Meta Label Purifier",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19934-19943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150952"}

@inproceedings{bb155053,
        AUTHOR = "Zhang, B.S. and Li, Y.X. and Tu, Y.P. and Peng, J.L. and Wang, Y.B. and Wu, C. and Xiao, Y. and Zhao, C.R.",
        TITLE = "Learning from Noisy Labels with Coarse-to-fine Sample Credibility
Modeling",
        BOOKTITLE = LLID22,
        YEAR = "2022",
        PAGES = "21-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150953"}

@inproceedings{bb155054,
        AUTHOR = "Yang, C.H.H. and Hung, D.I.T. and Liu, Y.C. and Chen, P.Y.",
        TITLE = "Treatment Learning Causal Transformer for Noisy Image Classification",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "6128-6139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150954"}

@inproceedings{bb155055,
        AUTHOR = "Garg, A. and Nguyen, C. and Felix, R. and Do, T.T. and Carneiro, G.",
        TITLE = "Instance-dependent Noisy-label Learning with Graphical Model Based
Noise-rate Estimation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "IV: 372-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150955"}

@inproceedings{bb155056,
        AUTHOR = "Garg, A. and Nguyen, C. and Felix, R. and Do, T.T. and Carneiro, G.",
        TITLE = "Instance-Dependent Noisy Label Learning via Graphical Modelling",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2287-2297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150956"}

@inproceedings{bb155057,
        AUTHOR = "Smart, B. and Carneiro, G.",
        TITLE = "Bootstrapping the Relationship Between Images and Their Clean and
Noisy Labels",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5333-5343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150957"}

@inproceedings{bb155058,
        AUTHOR = "Liu, J. and Jiang, D.G. and Yang, Y.K. and Li, R.R.",
        TITLE = "Agreement or Disagreement in Noise-tolerant Mutual Learning?",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4801-4807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150958"}

@inproceedings{bb155059,
        AUTHOR = "Fu, X.M. and Yang, Z.F. and Xue, H. and Wang, J.L. and Zeng, Z.B.",
        TITLE = "Robust Training with Feature-Based Adversarial Example",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2957-2963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150959"}

@inproceedings{bb155060,
        AUTHOR = "Li, J.C. and Li, G.B. and Liu, F. and Yu, Y.Z.",
        TITLE = "Neighborhood Collective Estimation for Noisy Label Identification and
Chiorrection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:128-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150960"}

@inproceedings{bb155061,
        AUTHOR = "Gao, Z.Q. and Sun, F.K. and Yang, M. and Ren, S.C. and Xiong, Z.K. and Engeler, M. and Burazer, A. and Wildling, L. and Daniel, L. and Boning, D.S.",
        TITLE = "Learning from Multiple Annotator Noisy Labels via Sample-Wise Label
Fusion",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:407-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150961"}

@inproceedings{bb155062,
        AUTHOR = "Wei, Q. and Sun, H.L. and Lu, X. and Yin, Y.L.",
        TITLE = "Self-Filtering: A Noise-Aware Sample Selection for Label Noise with
Confidence Penalization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:516-532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150962"}

@inproceedings{bb155063,
        AUTHOR = "Kim, Y. and Fang, J. and Zhang, Q. and Cai, Z.W. and Shen, Y. and Duggal, R. and Raychaudhuri, D.S. and Tu, Z.W. and Xing, Y.F. and Dabeer, O.",
        TITLE = "Open-world Dynamic Prompt and Continual Visual Representation Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLIX: 357-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150963"}

@inproceedings{bb155064,
        AUTHOR = "Cao, T.Y. and Wang, Y.X. and Xing, Y.F. and Xiao, T.J. and He, T. and Zhang, Z. and Zhou, H. and Tighe, J.",
        TITLE = "PSS: Progressive Sample Selection for Open-World Visual Representation
Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXI:278-294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150964"}

@inproceedings{bb155065,
        AUTHOR = "Kim, K.I.",
        TITLE = "Active Label Correction Using Robust Parameter Update and Entropy
Propagation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXI:1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150965"}

@inproceedings{bb155066,
        AUTHOR = "Zhang, Z. and Chen, W.K. and Fang, C.W. and Li, Z. and Chen, L.C. and Lin, L. and Li, G.B.",
        TITLE = "RankMatch: Fostering Confidence and Consistency in Learning with
Noisy Labels",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1644-1654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150966"}

@inproceedings{bb155067,
        AUTHOR = "Zhao, G.L. and Li, G.B. and Qin, Y.P. and Liu, F. and Yu, Y.Z.",
        TITLE = "Centrality and Consistency: Two-Stage Clean Samples Identification for
Learning with Instance-Dependent Noisy Labels",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXV:21-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150967"}

@inproceedings{bb155068,
        AUTHOR = "Kye, S.M. and Choi, K. and Yi, J.Y. and Chang, B.",
        TITLE = "Learning with Noisy Labels by Efficient Transition Matrix Estimation to
Combat Label Miscorrection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXV:717-738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150968"}

@inproceedings{bb155069,
        AUTHOR = "Sun, Z. and Shen, F.M. and Huang, D. and Wang, Q. and Shu, X.B. and Yao, Y.Z. and Tang, J.H.",
        TITLE = "PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "5301-5310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150969"}

@inproceedings{bb155070,
        AUTHOR = "Gao, Z.Y. and Yan, Y.P. and Geng, X.",
        TITLE = "Learning from Noisy Labels via Meta Credible Label Elicitation",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1391-1395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150970"}

@inproceedings{bb155071,
        AUTHOR = "Gao, B.Y. and Gouk, H. and Hospedales, T.M.",
        TITLE = "Searching for Robustness:
Loss Learning for Noisy Classification Tasks",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6650-6659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150971"}

@inproceedings{bb155072,
        AUTHOR = "Wu, Z.F. and Wei, T. and Jiang, J.W. and Mao, C.J. and Tang, M.Q. and Li, Y.F.",
        TITLE = "NGC: A Unified Framework for Learning with Open-World Noisy Data",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "62-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150972"}

@inproceedings{bb155073,
        AUTHOR = "Zhou, X. and Liu, X.M. and Wang, C.Y. and Zhai, D. and Jiang, J.J. and Ji, X.Y.",
        TITLE = "Learning with Noisy Labels via Sparse Regularization",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "72-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150973"}

@inproceedings{bb155074,
        AUTHOR = "Yao, Y.Z. and Sun, Z. and Zhang, C.Y. and Shen, F.M. and Wu, Q. and Zhang, J. and Tang, Z.M.",
        TITLE = "Jo-SRC: A Contrastive Approach for Combating Noisy Labels",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5188-5197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150974"}

@inproceedings{bb155075,
        AUTHOR = "Goel, P. and Chen, L.",
        TITLE = "On the Robustness of Monte Carlo Dropout Trained with Noisy Labels",
        BOOKTITLE = WiCV21,
        YEAR = "2021",
        PAGES = "2219-2228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150975"}

@inproceedings{bb155076,
        AUTHOR = "Wei, H. and Feng, L. and Chen, X. and An, B.",
        TITLE = "Combating Noisy Labels by Agreement:
A Joint Training Method with Co-Regularization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13723-13732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150976"}

@inproceedings{bb155077,
        AUTHOR = "Cheng, L. and Zhou, X.Z. and Zhao, L.M. and Li, D.W. and Shang, H. and Zheng, Y. and Pan, P. and Xu, Y.H.",
        TITLE = "Weakly Supervised Learning with Side Information for Noisy Labeled
Images",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXX: 306-321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150977"}

@inproceedings{bb155078,
        AUTHOR = "Sharma, K. and Donmez, P. and Luo, E. and Liu, Y. and Yalniz, I.Z.",
        TITLE = "Noiserank: Unsupervised Label Noise Reduction with Dependence Models",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:737-753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150978"}

@inproceedings{bb155079,
        AUTHOR = "Yu, Q. and Aizawa, K.",
        TITLE = "Unknown Class Label Cleaning for Learning with Open-Set Noisy Labels",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1731-1735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150979"}

@inproceedings{bb155080,
        AUTHOR = "Zhang, W.H. and Wang, Y. and Qiao, Y.",
        TITLE = "MetaCleaner: Learning to Hallucinate Clean Representations for
Noisy-Labeled Visual Recognition",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7365-7374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150980"}

@inproceedings{bb155081,
        AUTHOR = "Ding, Y.F. and Wang, L.Q. and Fan, D.L. and Gong, B.Q.",
        TITLE = "A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1215-1224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150981"}

@inproceedings{bb155082,
        AUTHOR = "Li, Y.C. and Yang, J.C. and Song, Y. and Cao, L.L. and Luo, J.B. and Li, L.J.",
        TITLE = "Learning from Noisy Labels with Distillation",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1928-1936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150982"}

@book{bb155083,
        AUTHOR = "Rousseeuw, P.J.",
        TITLE = "Robust Regression and Outlier Detection",
        PUBLISHER = "Wiley",
        YEAR = "1987",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150983"}

@article{bb155084,
        AUTHOR = "Rousseeuw, P.J.",
        TITLE = "Least Median of Squares Regression",
        JOURNAL = ASAJ,
        VOLUME = "79",
        YEAR = "1984",
        PAGES = "871-880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150984"}

@article{bb155085,
        AUTHOR = "Kharin, Y. and Zhuk, E.",
        TITLE = "Filtering of multivariate samples containing 'outliers' for clustering",
        JOURNAL = PRL,
        VOLUME = "19",
        YEAR = "1998",
        NUMBER = "12",
        MONTH = "October",
        PAGES = "1077-1085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150985"}

@inproceedings{bb155086,
        AUTHOR = "Kharin, Y. and Zhuk, E.",
        TITLE = "Robustness in statistical pattern recognition under 'contaminations' of
training samples",
        BOOKTITLE = ICPR94,
        YEAR = "1994",
        PAGES = "B:504-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150986"}

@article{bb155087,
        AUTHOR = "Jiang, M.F. and Tseng, S.S. and Su, C.M.",
        TITLE = "Two-phase clustering process for outliers detection",
        JOURNAL = PRL,
        VOLUME = "22",
        YEAR = "2001",
        NUMBER = "6-7",
        MONTH = "May",
        PAGES = "691-700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150987"}

@article{bb155088,
        AUTHOR = "Ramaswamy, S. and Rastogi, R. and Shim, K.",
        TITLE = "Efficient algorithms for mining outliers from large data sets",
        JOURNAL = "ACM SIGMOD",
        VOLUME = "29",
        YEAR = "2000",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "427-438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150988"}

@article{bb155089,
        AUTHOR = "He, Z.Y. and Xu, X.F. and Deng, S.C.",
        TITLE = "Discovering cluster-based local outliers",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "9-10",
        MONTH = "June",
        PAGES = "1641-1650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150989"}

@article{bb155090,
        AUTHOR = "Shekhar, S. and Lu, C.T. and Zhang, P.S.",
        TITLE = "A Unified Approach to Detecting Spatial Outliers",
        JOURNAL = GeoInfo,
        VOLUME = "7",
        YEAR = "2003",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "139-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150990"}

@article{bb155091,
        AUTHOR = "Hu, T.M. and Sung, S.Y.",
        TITLE = "Detecting pattern-based outliers",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "3059-3068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150991"}

@article{bb155092,
        AUTHOR = "Zhang, J.S. and Leung, Y.W.",
        TITLE = "Robust clustering by pruning outliers",
        JOURNAL = SMC-B,
        VOLUME = "33",
        YEAR = "2003",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "983-999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150992"}

@article{bb155093,
        AUTHOR = "Kim, J.H. and Han, J.H.",
        TITLE = "Outlier correction from uncalibrated image sequence using the
Triangulation method",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "394-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150993"}

@inproceedings{bb155094,
        AUTHOR = "Hautamaki, V. and Karkkainen, I. and Franti, P.",
        TITLE = "Outlier detection using k-nearest neighbour graph",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 430-433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150994"}

@article{bb155095,
        AUTHOR = "Bandyopadhyay, S. and Santra, S.",
        TITLE = "A genetic approach for efficient outlier detection in projected space",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1338-1349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150995"}

@article{bb155096,
        AUTHOR = "Zhang, J.F. and Jiang, Y.Y. and Chang, K.H. and Zhang, S. and Cai, J.H. and Hu, L.H.",
        TITLE = "A concept lattice based outlier mining method in low-dimensional
subspaces",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "1434-1439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150996"}

@article{bb155097,
        AUTHOR = "Chen, Y.X. and Dang, X. and Peng, H.X. and Bart, H.L.",
        TITLE = "Outlier Detection with the Kernelized Spatial Depth Function",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "288-305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150997"}

@article{bb155098,
        AUTHOR = "Szeto, C.C. and Hung, E.",
        TITLE = "Mining outliers with faster cutoff update and space utilization",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1292-1301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150998"}

@article{bb155099,
        AUTHOR = "Jiang, F. and Sui, Y.F. and Cao, C.",
        TITLE = "A hybrid approach to outlier detection based on boundary region",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1860-1870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150999"}