@article{bb145900,
AUTHOR = "Lin, H. and Li, Y.J. and Zhang, Z. and Zhu, L. and Xu, Y.",
TITLE = "Learning With Noisy Labels by Semantic and Feature Space
Collaboration",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7190-7201",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141859"}
@article{bb145901,
AUTHOR = "Huang, Z.Y. and Hu, P. and Niu, G.C. and Xiao, X.Y. and Lv, J.C. and Peng, X.",
TITLE = "Learning with Noisy Correspondence",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "3656-3677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141860"}
@article{bb145902,
AUTHOR = "Wu, H. and Sun, J.",
TITLE = "Robust Image Classification With Noisy Labels by Negative Learning
and Feature Space Renormalization",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9280-9291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141861"}
@article{bb145903,
AUTHOR = "Zhang, Y. and Chen, Y. and Fang, C.W. and Wang, Q. and Wu, J.Y. and Xin, J.",
TITLE = "Learning from open-set noisy labels based on multi-prototype modeling",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110902",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141862"}
@article{bb145904,
AUTHOR = "Liu, Y.H. and Wang, J. and Yang, Y. and Wang, R. and Wang, S.",
TITLE = "Hierarchical Noise-Tolerant Meta-Learning With Noisy Labels",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "3020-3024",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141863"}
@article{bb145905,
AUTHOR = "Kou, Z.Q. and Wang, J. and Jia, Y.H. and Geng, X.",
TITLE = "Inaccurate Label Distribution Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "10237-10249",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141864"}
@article{bb145906,
AUTHOR = "Luo, W.S. and Chen, S. and Liu, T.L. and Han, B. and Niu, G. and Sugiyama, M. and Tao, D.C. and Gong, C.",
TITLE = "Estimating Per-Class Statistics for Label Noise Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "305-322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141865"}
@article{bb145907,
AUTHOR = "Cordeiro, F.R. and Carneiro, G.",
TITLE = "ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample
selection for robust learning with noisy labels",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141866"}
@article{bb145908,
AUTHOR = "Feng, C. and Tzimiropoulos, G. and Patras, I.",
TITLE = "NoiseBox: Toward More Efficient and Effective Learning With Noisy
Labels",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "11914-11928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141867"}
@article{bb145909,
AUTHOR = "Zhang, Y.Q. and Ding, R. and Shi, H. and Liu, J.X. and Yu, Q. and Cao, G. and Li, X.S.",
TITLE = "Ensemble Network-Based Distillation for Hyperspectral Image
Classification in the Presence of Label Noise",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "22",
PAGES = "4247",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141868"}
@article{bb145910,
AUTHOR = "Zhang, Y.L. and Lu, Y. and Wang, H.Z.",
TITLE = "Label-noise learning via uncertainty-aware neighborhood sample
selection",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "191-197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141869"}
@article{bb145911,
AUTHOR = "Wu, Y.X. and Xue, H. and An, Y. and Fang, P.F.",
TITLE = "Learning Noisy Few-Shot Classification Without Relying on
Pseudo-Noise Data",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "86-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141870"}
@article{bb145912,
AUTHOR = "Gu, S.L. and Xu, C. and Hu, D. and Hou, C.P.",
TITLE = "Adaptive Learning for Dynamic Features and Noisy Labels",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1219-1237",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141871"}
@article{bb145913,
AUTHOR = "Liu, Y. and Tian, Y.R. and Mi, Y.L. and Liu, H. and Wang, J.Q. and Pedrycz, W.",
TITLE = "Landmark Block-Embedded Aggregation Autoencoder for Anomaly Detection",
JOURNAL = SMCS,
VOLUME = "55",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1004-1019",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141872"}
@article{bb145914,
AUTHOR = "Zheng, R.C. and Han, C.C. and Gao, C.X. and Sang, N.",
TITLE = "Linear Feature Source Prediction and Recombination Network for Noisy
Label Learning",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1648-1659",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141873"}
@article{bb145915,
AUTHOR = "Kim, D. and Ryoo, K. and Cho, H.S. and Kim, S.",
TITLE = "SplitNet: Learnable Clean-Noisy Label Splitting for Learning with Noisy
Labels",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "549-566",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141874"}
@article{bb145916,
AUTHOR = "Zhang, Q. and Zhu, Y. and Cordeiro, F.R. and Chen, Q.",
TITLE = "PSSCL: A progressive sample selection framework with contrastive loss
designed for noisy labels",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141875"}
@article{bb145917,
AUTHOR = "Dasgupta, A. and Jawahar, C.V. and Alahari, K.",
TITLE = "Source-free video domain adaptation by learning from noisy labels",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111328",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141876"}
@article{bb145918,
AUTHOR = "Yuan, S. and Li, X.H. and Miao, Y. and Zhang, H.Y. and Liu, X. and Deng, R.H.",
TITLE = "Combating Noisy Labels by Alleviating the Memorization of DNNs to
Noisy Labels",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "597-609",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141877"}
@article{bb145919,
AUTHOR = "Wang, L. and Gong, X. and Zhang, J. and Chen, R.",
TITLE = "Anti-noise face: A resilient model for face recognition with labeled
noise data",
JOURNAL = SP:IC,
VOLUME = "134",
YEAR = "2025",
PAGES = "117269",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141878"}
@article{bb145920,
AUTHOR = "Xu, G.Z. and Yi, L. and Xu, P.C. and Li, J.Q. and Pu, R.Z. and Shui, C.J. and McLeod, A.I. and Wang, B. and Ling, C.",
TITLE = "Unraveling the Mysteries of Label Noise in Source-Free Domain
Adaptation: Theory and Practice",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "4007-4023",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141879"}
@article{bb145921,
AUTHOR = "Liao, Z.H. and Hu, S.H. and Xie, Y.T. and Xia, Y.",
TITLE = "Instance-Dependent Label Distribution Estimation for Learning with
Label Noise",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2568-2580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT141880"}
@inproceedings{bb145922,
AUTHOR = "Cao, Q. and Liu, D. 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#TT141881"}
@inproceedings{bb145923,
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#TT141882"}
@inproceedings{bb145924,
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#TT141883"}
@inproceedings{bb145925,
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#TT141884"}
@inproceedings{bb145926,
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#TT141885"}
@inproceedings{bb145927,
AUTHOR = "Gong, Y.F. and Zhan, Z. and Li, 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#TT141886"}
@inproceedings{bb145928,
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#TT141887"}
@inproceedings{bb145929,
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#TT141888"}
@inproceedings{bb145930,
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#TT141889"}
@inproceedings{bb145931,
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#TT141890"}
@inproceedings{bb145932,
AUTHOR = "Di, Z. 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#TT141891"}
@inproceedings{bb145933,
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#TT141892"}
@inproceedings{bb145934,
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#TT141893"}
@inproceedings{bb145935,
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#TT141894"}
@inproceedings{bb145936,
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#TT141895"}
@inproceedings{bb145937,
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#TT141896"}
@inproceedings{bb145938,
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#TT141897"}
@inproceedings{bb145939,
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#TT141898"}
@inproceedings{bb145940,
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#TT141899"}
@inproceedings{bb145941,
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#TT141900"}
@inproceedings{bb145942,
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#TT141901"}
@inproceedings{bb145943,
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#TT141902"}
@inproceedings{bb145944,
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#TT141903"}
@inproceedings{bb145945,
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#TT141904"}
@inproceedings{bb145946,
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#TT141905"}
@inproceedings{bb145947,
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#TT141906"}
@inproceedings{bb145948,
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#TT141907"}
@inproceedings{bb145949,
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#TT141908"}
@inproceedings{bb145950,
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#TT141909"}
@inproceedings{bb145951,
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#TT141910"}
@inproceedings{bb145952,
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#TT141911"}
@inproceedings{bb145953,
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#TT141912"}
@inproceedings{bb145954,
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#TT141913"}
@inproceedings{bb145955,
AUTHOR = "Pastor, A. and Krasula, L. and Zhu, X.Q. and Li, Z. and Callet, P.L.",
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#TT141914"}
@inproceedings{bb145956,
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#TT141915"}
@inproceedings{bb145957,
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#TT141916"}
@inproceedings{bb145958,
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#TT141917"}
@inproceedings{bb145959,
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#TT141918"}
@inproceedings{bb145960,
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#TT141919"}
@inproceedings{bb145961,
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#TT141920"}
@inproceedings{bb145962,
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#TT141921"}
@inproceedings{bb145963,
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#TT141922"}
@inproceedings{bb145964,
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#TT141923"}
@inproceedings{bb145965,
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. 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#TT141924"}
@inproceedings{bb145966,
AUTHOR = "Tu, Y.P. and Zhang, B.S. and Li, Y.X. and Liu, L. and Li, J. and Wang, Y. 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#TT141925"}
@inproceedings{bb145967,
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#TT141926"}
@inproceedings{bb145968,
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#TT141927"}
@inproceedings{bb145969,
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#TT141928"}
@inproceedings{bb145970,
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#TT141929"}
@inproceedings{bb145971,
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#TT141930"}
@inproceedings{bb145972,
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#TT141931"}
@inproceedings{bb145973,
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#TT141932"}
@inproceedings{bb145974,
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#TT141933"}
@inproceedings{bb145975,
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#TT141934"}
@inproceedings{bb145976,
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#TT141935"}
@inproceedings{bb145977,
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#TT141936"}
@inproceedings{bb145978,
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#TT141937"}
@inproceedings{bb145979,
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#TT141938"}
@inproceedings{bb145980,
AUTHOR = "Zhang, Z. and Chen, W. and Fang, C.W. and Li, Z. and Chen, L. 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#TT141939"}
@inproceedings{bb145981,
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#TT141940"}
@inproceedings{bb145982,
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#TT141941"}
@inproceedings{bb145983,
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#TT141942"}
@inproceedings{bb145984,
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#TT141943"}
@inproceedings{bb145985,
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#TT141944"}
@inproceedings{bb145986,
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#TT141945"}
@inproceedings{bb145987,
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#TT141946"}
@inproceedings{bb145988,
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#TT141947"}
@inproceedings{bb145989,
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#TT141948"}
@inproceedings{bb145990,
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#TT141949"}
@inproceedings{bb145991,
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#TT141950"}
@book{bb145992,
AUTHOR = "Rousseeuw, P.J.",
TITLE = "Robust Regression and Outlier Detection",
PUBLISHER = "Wiley",
YEAR = "1987",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT141951"}
@article{bb145993,
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#TT141952"}
@article{bb145994,
AUTHOR = "Urahama, K. and Furukawa, Y.",
TITLE = "Gradient descent learning of nearest neighbor classifiers with outlier
rejection",
JOURNAL = PR,
VOLUME = "28",
YEAR = "1995",
NUMBER = "5",
MONTH = "May",
PAGES = "761-768",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT141953"}
@article{bb145995,
AUTHOR = "Black, M.J. and Rangarajan, A.",
TITLE = "On The Unification of Line Processes, Outlier Rejection, and
Robust Statistics with Applications in Early Vision",
JOURNAL = IJCV,
VOLUME = "19",
YEAR = "1996",
NUMBER = "1",
MONTH = "July",
PAGES = "57-91",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT141954"}
@inproceedings{bb145996,
AUTHOR = "Black, M.J. and Rangarajan, A.",
TITLE = "The Outlier Process: Unifying Line Processes and Robust Statistics",
BOOKTITLE = CVPR94,
YEAR = "1994",
PAGES = "15-22",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT141955"}
@article{bb145997,
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#TT141956"}
@inproceedings{bb145998,
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#TT141957"}
@article{bb145999,
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#TT141958"}
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