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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#TT150103"}
@inproceedings{bb154201,
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#TT150104"}
@inproceedings{bb154202,
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#TT150105"}
@inproceedings{bb154203,
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#TT150106"}
@inproceedings{bb154204,
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#TT150107"}
@inproceedings{bb154205,
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#TT150108"}
@inproceedings{bb154206,
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#TT150109"}
@inproceedings{bb154207,
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#TT150110"}
@inproceedings{bb154208,
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#TT150111"}
@inproceedings{bb154209,
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#TT150112"}
@inproceedings{bb154210,
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#TT150113"}
@inproceedings{bb154211,
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#TT150114"}
@inproceedings{bb154212,
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#TT150115"}
@inproceedings{bb154213,
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",
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@inproceedings{bb154214,
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#TT150117"}
@inproceedings{bb154215,
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",
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@inproceedings{bb154216,
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",
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@inproceedings{bb154217,
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",
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@inproceedings{bb154218,
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#TT150121"}
@inproceedings{bb154219,
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#TT150122"}
@inproceedings{bb154220,
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#TT150123"}
@inproceedings{bb154221,
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",
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@inproceedings{bb154222,
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",
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@inproceedings{bb154223,
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#TT150126"}
@inproceedings{bb154224,
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#TT150127"}
@inproceedings{bb154225,
AUTHOR = "Wang, X.S. and Xu, Z.Y. and Yang, D. and Tam, L. and Roth, H. and Xu, D.",
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BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1092-1101",
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@inproceedings{bb154226,
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#TT150129"}
@inproceedings{bb154227,
AUTHOR = "Taraday, M.K. and Baskin, C.",
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BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16249-16258",
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@inproceedings{bb154228,
AUTHOR = "Yenamandra, S. and Ramesh, P. and Prabhu, V. and Hoffman, J.",
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BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4771-4781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150131"}
@inproceedings{bb154229,
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",
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@inproceedings{bb154230,
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#TT150133"}
@inproceedings{bb154231,
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#TT150134"}
@inproceedings{bb154232,
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#TT150135"}
@inproceedings{bb154233,
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#TT150136"}
@inproceedings{bb154234,
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#TT150137"}
@inproceedings{bb154235,
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#TT150138"}
@inproceedings{bb154236,
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#TT150139"}
@inproceedings{bb154237,
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#TT150140"}
@inproceedings{bb154238,
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",
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@inproceedings{bb154239,
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",
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@inproceedings{bb154240,
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",
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@inproceedings{bb154241,
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",
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@inproceedings{bb154242,
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.",
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BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "12054-12063",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150145"}
@inproceedings{bb154243,
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",
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@inproceedings{bb154244,
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#TT150147"}
@inproceedings{bb154245,
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",
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@inproceedings{bb154246,
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",
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@inproceedings{bb154247,
AUTHOR = "Tatjer, A. and Nagarajan, B. and Marques, R. and Radeva, P.",
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BOOKTITLE = IbPRIA23,
YEAR = "2023",
PAGES = "3-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150150"}
@inproceedings{bb154248,
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
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BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16186-16195",
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@inproceedings{bb154249,
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#TT150152"}
@inproceedings{bb154250,
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
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BOOKTITLE = LLID22,
YEAR = "2022",
PAGES = "21-38",
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@inproceedings{bb154251,
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",
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@inproceedings{bb154252,
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",
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@inproceedings{bb154253,
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",
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@inproceedings{bb154254,
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",
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@inproceedings{bb154255,
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",
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@inproceedings{bb154256,
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",
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@inproceedings{bb154257,
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",
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@inproceedings{bb154258,
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",
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@inproceedings{bb154259,
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#TT150162"}
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