@article{bb157400,
AUTHOR = "Zhang, Z. and Nguyen, C. and Wells, K. and Do, T.T. and Carneiro, G.",
TITLE = "Learning to complement with multiple humans",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112376",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153288"}
@article{bb157401,
AUTHOR = "Zhou, Z.H. and Li, R. and Ai, W.J. and Li, X.Y. and Teng, Z. and Zhang, B.P. and Du, J.W.",
TITLE = "Affinity-aware uncertainty quantification for learning with noisy
labels",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112495",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153289"}
@article{bb157402,
AUTHOR = "Yan, M. and Xu, C. and Guan, Z.Y. and Zhao, W. and Wang, X. and Ling, B. and Lu, W.G.",
TITLE = "Does noise in the knowledge graph really harm recommendations?",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112657",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153290"}
@article{bb157403,
AUTHOR = "Bai, S. and Zhou, S.P. and Qin, Z. and Wang, L. and Zheng, N.N.",
TITLE = "Robust Noisy Label Learning via Two-Stream Sample Distillation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9072-9084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153291"}
@article{bb157404,
AUTHOR = "Lian, Z. and Xu, M.Y. and Chen, L. and Sun, L. and Liu, B. and Feng, L. and Tao, J.H.",
TITLE = "IRNet: Iterative Refinement Network for Noisy Partial Label Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1932-1948",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153292"}
@article{bb157405,
AUTHOR = "Zheng, R.C. and Hong, J.H. and Gao, C.X. and Sang, N.",
TITLE = "REPAIR: Rank Correlation and Noisy Pair Half-Replacing With Memory
for Noisy Correspondence",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "465-478",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153293"}
@article{bb157406,
AUTHOR = "Garg, A. and Nguyen, C. and Felix, R. and Do, T.T. and Carneiro, G.",
TITLE = "PASS: Peer-agreement based sample selection for training with
instance dependent noisy labels",
JOURNAL = IVC,
VOLUME = "166",
YEAR = "2026",
PAGES = "105877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153294"}
@article{bb157407,
AUTHOR = "Zou, Y.Z. and Hu, X.G. and Li, P.P. and Wu, Y. and Hu, J.",
TITLE = "Online multi-label classification under noisy and changing label
distribution",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153295"}
@article{bb157408,
AUTHOR = "Xu, C.Y. and Chen, B. and Wang, R. and Wang, Z.M.",
TITLE = "Scenario-Based Distributed Fusion Estimation for Uncertain Systems
With Bounded Noise",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "569-573",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153296"}
@article{bb157409,
AUTHOR = "Peng, K.Y. and Wen, D. and Sarfraz, M.S. and Chen, Y.F. and Zheng, J.W. and Schneider, D. and Yang, K.L. and Wu, J. and Roitberg, A. and Stiefelhagen, R.",
TITLE = "Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in
Open-Set Domain Generalization",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "99",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153297"}
@article{bb157410,
AUTHOR = "Yang, S. and Long, Y.C. and Wei, Y.J. and Xie, Z. and Yao, H.X. and Xu, M. and Nie, L.Q.",
TITLE = "Noisy Correspondence Rectification in Multimodal Clustering Space for
Cross-Modal Matching",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4657-4672",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153298"}
@article{bb157411,
AUTHOR = "Sun, Z. and Yao, Y.Z. and Liu, T.L. and Li, Z.C. and Shen, F.M. and Tang, J.H.",
TITLE = "Jo-SNC: Combating Noisy Labels Through Fostering Self- and
Neighbor-Consistency",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4708-4725",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153299"}
@article{bb157412,
AUTHOR = "Zhang, M.Y. and Di, Z.Q. and Liu, H. and Jiang, F. and Zhou, Y. and Gong, M.",
TITLE = "Uncertainty-Aware Local Bayesian Framework for Hyperspectral Image
Classification With Noisy Labels",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "3055-3069",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153300"}
@article{bb157413,
AUTHOR = "Lan, L. and Wang, J.Y. and Wu, X.H. and Han, B. and Liu, X.W.",
TITLE = "Continuous Review and Timely Correction: Enhancing the Resistance to
Noisy Labels via Self-Not-True and Class-Wise Distillation",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5165-5179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153301"}
@article{bb157414,
AUTHOR = "Li, Q. and Zeng, X.J. and Wang, S. and Zhu, W.H. and Ruan, S. and Dai, J.",
TITLE = "SDC: a parameter-free clustering algorithm for incomplete datasets",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153302"}
@article{bb157415,
AUTHOR = "Ku, B. and Lee, J.S.",
TITLE = "Noise-aware weight updating in AdaBoost for handling mislabeled data",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153303"}
@article{bb157416,
AUTHOR = "Millunzi, M. and Bonicelli, L. and Porrello, A. and Credi, J. and Kolm, P.N. and Calderara, S.",
TITLE = "EARL: Embracing amnesic replay for learning with noisy labels",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113514",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153304"}
@article{bb157417,
AUTHOR = "Zhang, Y. and Zhang, Y.Q. and Shi, B. and Wang, B.S. and Yu, Q. and Zhao, H.T.",
TITLE = "PDAM: Prototype-Guided Dynamic and Attention-Aware Masking for
Hyperspectral Classification with Noisy Labels",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "11",
PAGES = "1831",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153305"}
@article{bb157418,
AUTHOR = "Lin, Y. and Zhang, Y. and Hou, J. and Wang, Z. and Zeng, Z.G.",
TITLE = "Local Semantics Refinement of Adaptive Representations for Robust
Noisy Label Learning",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "5789-5803",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153306"}
@article{bb157419,
AUTHOR = "Ma, Y. and Hou, J.L. and Zhang, C. and Zhou, Y.K. and Ge, Z.Y. and Xie, H.R. and Ju, L.",
TITLE = "Benchmarking real-world medical image classification with noisy
labels: Challenges, practice, and outlook",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113647",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153307"}
@article{bb157420,
AUTHOR = "Fang, Z.H. and He, L.",
TITLE = "DS3: Dual-space sample selection for speaker representation learning
with noisy labels",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113595",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153308"}
@article{bb157421,
AUTHOR = "Lin, Z.L. and Chen, Z.Z. and Zhu, G.M. and Chen, J. and Li, J.Q.",
TITLE = "Anomaly-aware transitions for reward-free offline imitation learning",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153309"}
@article{bb157422,
AUTHOR = "Wu, X.Y. and Liu, S. and Jia, M.X. and Bai, Y.G.",
TITLE = "Embracing sparse features: Partial Multi-Label Learning via noisy
label identification",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113756",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153310"}
@article{bb157423,
AUTHOR = "Fukunaga, R. and Yoshida, S. and Muneyasu, M.",
TITLE = "ACD-U: Asymmetric co-teaching with machine unlearning for robust
learning with noisy labels",
JOURNAL = IVC,
VOLUME = "172",
YEAR = "2026",
PAGES = "106020",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153311"}
@article{bb157424,
AUTHOR = "Liu, H.Y. and Lin, Y. and Li, P.P. and Hu, X.",
TITLE = "Dual-module collaborative learning for open-set recognition with
noisy labels",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "113965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153312"}
@article{bb157425,
AUTHOR = "Zhang, Y.L. and Xu, C. and Jiang, H. and Guan, Z.Y. and Zhao, W. and He, X.F. and Sensoy, M.",
TITLE = "Trusted Multi-View Learning Under Noisy Supervision",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "10827-10843",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153313"}
@article{bb157426,
AUTHOR = "Liu, C. and Liu, J.M. and Wang, K. and Zhang, Y.F. and Wu, D. and Li, W. and Bao, W.Z. and Chen, H.L.",
TITLE = "NormMax: A Robust L2-Normalization Activation Function With
Precision-Scalable Hardware Architectures for Noisy-Label Learning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "14198-14212",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153314"}
@inproceedings{bb157427,
AUTHOR = "Ai, W.J. and Nguyen, C.C. and Hilton, A. and Carneiro, G.",
TITLE = "Reciprocal Teaching: Dynamic Multi-Model Teacher-Student Learning for
Multiple Noisy Annotations",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "8376-8385",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153315"}
@inproceedings{bb157428,
AUTHOR = "Pastore, V.P. and Ciranni, M. and Murino, V.",
TITLE = "Lose Your Self (LoYS): an adversarial entropy-based unsupervised
approach for model debiasing",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "5714-5723",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153316"}
@inproceedings{bb157429,
AUTHOR = "Gayen, M. and Das, S. and Bhattacharya, S.",
TITLE = "GraDeCAR-Gradual Denoising by Contrastive Agreement-based Relabeling
for Tackling Label Noise in Medical Imaging",
BOOKTITLE = CVClinical26,
YEAR = "2026",
PAGES = "369-378",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153317"}
@inproceedings{bb157430,
AUTHOR = "Lee, J. and Kim, J. and Zhang, C. and Kim, S. and Yoo, K. and Byun, S.J.",
TITLE = "Aggressive Rejection with Adaptive Gradient for Contaminated Data",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1738-1743",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153318"}
@inproceedings{bb157431,
AUTHOR = "Li, Y.X. and Mao, J.F. and Matsui, Y.",
TITLE = "Noisy Label Refinement with Semantically Reliable Synthetic Images",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1516-1521",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT153319"}
@inproceedings{bb157432,
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#TT153320"}
@inproceedings{bb157433,
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#TT153321"}
@inproceedings{bb157434,
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#TT153322"}
@inproceedings{bb157435,
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#TT153323"}
@inproceedings{bb157436,
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#TT153324"}
@inproceedings{bb157437,
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#TT153325"}
@inproceedings{bb157438,
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#TT153326"}
@inproceedings{bb157439,
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#TT153327"}
@inproceedings{bb157440,
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#TT153328"}
@inproceedings{bb157441,
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#TT153329"}
@inproceedings{bb157442,
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#TT153330"}
@inproceedings{bb157443,
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#TT153331"}
@inproceedings{bb157444,
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#TT153332"}
@inproceedings{bb157445,
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#TT153333"}
@inproceedings{bb157446,
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#TT153334"}
@inproceedings{bb157447,
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#TT153335"}
@inproceedings{bb157448,
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#TT153336"}
@inproceedings{bb157449,
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#TT153337"}
@inproceedings{bb157450,
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#TT153338"}
@inproceedings{bb157451,
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#TT153339"}
@inproceedings{bb157452,
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#TT153340"}
@inproceedings{bb157453,
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#TT153341"}
@inproceedings{bb157454,
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#TT153342"}
@inproceedings{bb157455,
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#TT153343"}
@inproceedings{bb157456,
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#TT153344"}
@inproceedings{bb157457,
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#TT153345"}
@inproceedings{bb157458,
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#TT153346"}
@inproceedings{bb157459,
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#TT153347"}
@inproceedings{bb157460,
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#TT153348"}
@inproceedings{bb157461,
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#TT153349"}
@inproceedings{bb157462,
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#TT153350"}
@inproceedings{bb157463,
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#TT153351"}
@inproceedings{bb157464,
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#TT153352"}
@inproceedings{bb157465,
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#TT153353"}
@inproceedings{bb157466,
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#TT153354"}
@inproceedings{bb157467,
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#TT153355"}
@inproceedings{bb157468,
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#TT153356"}
@inproceedings{bb157469,
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#TT153357"}
@inproceedings{bb157470,
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#TT153358"}
@inproceedings{bb157471,
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#TT153359"}
@inproceedings{bb157472,
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#TT153360"}
@inproceedings{bb157473,
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#TT153361"}
@inproceedings{bb157474,
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#TT153362"}
@inproceedings{bb157475,
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#TT153363"}
@inproceedings{bb157476,
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#TT153364"}
@inproceedings{bb157477,
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#TT153365"}
@inproceedings{bb157478,
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#TT153366"}
@inproceedings{bb157479,
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#TT153367"}
@inproceedings{bb157480,
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#TT153368"}
@inproceedings{bb157481,
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#TT153369"}
@inproceedings{bb157482,
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#TT153370"}
@inproceedings{bb157483,
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#TT153371"}
@inproceedings{bb157484,
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#TT153372"}
@inproceedings{bb157485,
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#TT153373"}
@inproceedings{bb157486,
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#TT153374"}
@inproceedings{bb157487,
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#TT153375"}
@inproceedings{bb157488,
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#TT153376"}
@inproceedings{bb157489,
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#TT153377"}
@inproceedings{bb157490,
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#TT153378"}
@inproceedings{bb157491,
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#TT153379"}
@inproceedings{bb157492,
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#TT153380"}
@inproceedings{bb157493,
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#TT153381"}
@inproceedings{bb157494,
AUTHOR = "Kim, Y. and Fang, J. and Zhang, Q. and Cai, Z.W. and Shen, Y.T. 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#TT153382"}
@inproceedings{bb157495,
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#TT153383"}
@inproceedings{bb157496,
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#TT153384"}
@inproceedings{bb157497,
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#TT153385"}
@inproceedings{bb157498,
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#TT153386"}
@inproceedings{bb157499,
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#TT153387"}
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