@article{bb152300,
AUTHOR = "Yao, J.C. and Han, B. and Zhou, Z.H. and Zhang, Y. and Tsang, I.W.",
TITLE = "Latent Class-Conditional Noise Model",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9964-9980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148206"}
@article{bb152301,
AUTHOR = "Wang, L. and Xu, X.M. and Guo, K.L. and Cai, B.L. and Liu, F.",
TITLE = "Reflective Learning With Label Noise",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "3343-3357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148207"}
@article{bb152302,
AUTHOR = "Chen, Y.Q. and Jin, C. and Li, G. and Li, T.H. and Gao, W.",
TITLE = "Mitigating Label Noise in GANs via Enhanced Spectral Normalization",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "3924-3934",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148208"}
@article{bb152303,
AUTHOR = "Sumbul, G. and Demir, B.",
TITLE = "Generative Reasoning Integrated Label Noise Robust Deep Image
Representation Learning",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "4529-4542",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148209"}
@article{bb152304,
AUTHOR = "Gong, Y.S. and Li, Z.B. and Liu, W. and Lu, X. and Liu, X.W. and Tsang, I.W. and Yin, Y.L.",
TITLE = "Missingness-Pattern-Adaptive Learning With Incomplete Data",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "11053-11066",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148210"}
@article{bb152305,
AUTHOR = "Liu, D. and Li, W. and Duan, L.X. and Tsang, I.W. and Yang, G.W.",
TITLE = "Noisy Label Learning With Provable Consistency for a Wider Family of
Losses",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13536-13552",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148211"}
@article{bb152306,
AUTHOR = "Liu, F.C. and Wang, Y. and Li, Z. and Pan, Z.G.",
TITLE = "GEIKD: Self-knowledge distillation based on gated ensemble networks
and influences-based label noise removal",
JOURNAL = CVIU,
VOLUME = "235",
YEAR = "2023",
PAGES = "103771",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148212"}
@article{bb152307,
AUTHOR = "Zhao, X.M. and Cheng, Y. and Liang, L. and Wang, H.J. and Gao, X.Y. and Wu, J.",
TITLE = "A balanced random learning strategy for CNN based Landsat image
segmentation under imbalanced and noisy labels",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109824",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148213"}
@article{bb152308,
AUTHOR = "Yan, Y. and Xu, Y.Z. and Xue, J.H. and Lu, Y. and Wang, H.Z. and Zhu, W.T.",
TITLE = "Drop Loss for Person Attribute Recognition With Imbalanced
Noisy-Labeled Samples",
JOURNAL = Cyber,
VOLUME = "53",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "7071-7084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148214"}
@article{bb152309,
AUTHOR = "Mao, S. and Wang, Y.W. and Wang, X.Y. and Zhang, S.L.",
TITLE = "Multi-proxy feature learning for robust fine-grained visual
recognition",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109779",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148215"}
@article{bb152310,
AUTHOR = "Mao, S. and Zhang, S.L.",
TITLE = "Robust Fine-Grained Visual Recognition With Neighbor-Attention Label
Correction",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2614-2626",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148216"}
@article{bb152311,
AUTHOR = "Liu, C.Y. and Zhao, L. and Wu, H.B.",
TITLE = "Hyperspectral Images Weakly Supervised Classification with Noisy
Labels",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "20",
PAGES = "4994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148217"}
@article{bb152312,
AUTHOR = "Li, X.C. and Xia, X.B. and Zhu, F. and Liu, T.L. and Zhang, X.Y. and Liu, C.L.",
TITLE = "Dynamics-aware loss for learning with label noise",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109835",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148218"}
@article{bb152313,
AUTHOR = "Yang, S. and Wu, S. and Yang, E. and Han, B. and Liu, Y. and Xu, M. and Niu, G. and Liu, T.L.",
TITLE = "A Parametrical Model for Instance-Dependent Label Noise",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14055-14068",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148219"}
@article{bb152314,
AUTHOR = "Wan, J. and Wu, Q.Q. and Chan, A.B.",
TITLE = "Modeling Noisy Annotations for Point-Wise Supervision",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15065-15080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148220"}
@article{bb152315,
AUTHOR = "Chen, Q.Q. and Jiang, G.X. and Cao, F.Y. and Men, C.Q. and Wang, W.J.",
TITLE = "A general elevating framework for label noise filters",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110072",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148221"}
@article{bb152316,
AUTHOR = "Feng, Z. and Zeng, Z.M. and Guo, C. and Li, Z. and Hu, L.",
TITLE = "Learning From Noisy Correspondence With Tri-Partition for Cross-Modal
Matching",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "3884-3896",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148222"}
@article{bb152317,
AUTHOR = "Lacy, F. and Ruiz Reyes, A. and Brescia, A.",
TITLE = "Machine learning for low signal-to-noise ratio detection",
JOURNAL = PRL,
VOLUME = "179",
YEAR = "2024",
PAGES = "115-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148223"}
@article{bb152318,
AUTHOR = "Roizman, V. and Jonckheere, M. and Pascal, F.",
TITLE = "A Flexible EM-Like Clustering Algorithm for Noisy Data",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "2709-2721",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148224"}
@article{bb152319,
AUTHOR = "Xia, X.B. and Lu, P.Q. and Gong, C. and Han, B. and Yu, J. and Yu, J. and Liu, T.L.",
TITLE = "Regularly Truncated M-Estimators for Learning With Noisy Labels",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3522-3536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148225"}
@article{bb152320,
AUTHOR = "Wang, Y.K. and Fu, Y.W. and Sun, X.W.",
TITLE = "Knockoffs-SPR: Clean Sample Selection in Learning With Noisy Labels",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3242-3256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148226"}
@article{bb152321,
AUTHOR = "Zhang, J.F. and Song, B. and Wang, H.H. and Han, B. and Liu, T.L. and Liu, L. and Sugiyama, M.",
TITLE = "BadLabel: A Robust Perspective on Evaluating and Enhancing
Label-Noise Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4398-4409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148227"}
@article{bb152322,
AUTHOR = "Zhang, S. and Li, J.Q. and Fujita, H. and Li, Y.W. and Wang, D.B. and Zhu, T.T. and Zhang, M.L. and Liu, C.Y.",
TITLE = "Student Loss: Towards the Probability Assumption in Inaccurate
Supervision",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4460-4475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148228"}
@article{bb152323,
AUTHOR = "Wu, S. and Zhou, T.Y. and Du, Y.X. and Yu, J. and Han, B. and Liu, T.L.",
TITLE = "A Time-Consistency Curriculum for Learning From Instance-Dependent
Noisy Labels",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "4830-4842",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148229"}
@article{bb152324,
AUTHOR = "Hell, M. and Brandmeier, M.",
TITLE = "Identifying Plausible Labels from Noisy Training Data for a Land Use
and Land Cover Classification Application in Amazônia Legal",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148230"}
@article{bb152325,
AUTHOR = "Liu, X.T. and Wang, J.X. and Wang, D. and Lin, S.B.",
TITLE = "Weighted Spectral Filters for Kernel Interpolation on Spheres:
Estimates of Prediction Accuracy for Noisy Data",
JOURNAL = SIIMS,
VOLUME = "17",
YEAR = "2024",
NUMBER = "2",
PAGES = "951-983",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148231"}
@article{bb152326,
AUTHOR = "Li, Z. and Yang, X.R. and Meng, D.Y. and Cao, X.",
TITLE = "An Adaptive Noisy Label-Correction Method Based on Selective Loss for
Hyperspectral Image-Classification Problem",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "13",
PAGES = "2499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148232"}
@article{bb152327,
AUTHOR = "Wang, J.Y. and Xia, X.B. and Lan, L. and Wu, X.H. and Yu, J. and Yang, W.J. and Han, B. and Liu, T.L.",
TITLE = "Tackling Noisy Labels With Network Parameter Additive Decomposition",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "6341-6354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148233"}
@article{bb152328,
AUTHOR = "Tatjer, A. and Nagarajan, B. and Marques, R. and Radeva, P.",
TITLE = "Decoding class dynamics in learning with noisy labels",
JOURNAL = PRL,
VOLUME = "184",
YEAR = "2024",
PAGES = "239-245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148234"}
@article{bb152329,
AUTHOR = "Yang, J. and Niu, X.G. and Xu, Y.Z. and Zhang, Z. and Guo, G.Y. and Drew, S. and Chen, R.Z.",
TITLE = "Dynamic selection for reconstructing instance-dependent noisy labels",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110803",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148235"}
@article{bb152330,
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#TT148236"}
@article{bb152331,
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#TT148237"}
@article{bb152332,
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#TT148238"}
@article{bb152333,
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#TT148239"}
@article{bb152334,
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#TT148240"}
@article{bb152335,
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#TT148241"}
@article{bb152336,
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#TT148242"}
@article{bb152337,
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#TT148243"}
@article{bb152338,
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#TT148244"}
@article{bb152339,
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#TT148245"}
@article{bb152340,
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#TT148246"}
@article{bb152341,
AUTHOR = "Wu, Y.X. and Xue, H. and An, Y.X. 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#TT148247"}
@article{bb152342,
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#TT148248"}
@article{bb152343,
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#TT148249"}
@article{bb152344,
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#TT148250"}
@article{bb152345,
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#TT148251"}
@article{bb152346,
AUTHOR = "Kim, S. and Cho, H.S. and Ryoo, K. and Kim, D.",
TITLE = "SplitNet: Learnable Clean-Noisy Label Splitting for Learning with Noisy
Labels",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "4970-4970",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148251"}
@article{bb152347,
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#TT148252"}
@article{bb152348,
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#TT148253"}
@article{bb152349,
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#TT148254"}
@article{bb152350,
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#TT148255"}
@article{bb152351,
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#TT148256"}
@article{bb152352,
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#TT148257"}
@article{bb152353,
AUTHOR = "Liang, C. and Zhu, L.C. and Shi, H. and Yang, Y.",
TITLE = "Combating Label Noise with a General Surrogate Model for Sample
Selection",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "3166-3179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148258"}
@article{bb152354,
AUTHOR = "Shi, C. and Lu, L.F. and Zhao, M.H. and Hei, X.H. and Pun, C.M. and Miao, Q.G.",
TITLE = "Learning hyperspectral noisy label with global and local hypergraph
laplacian energy",
JOURNAL = PR,
VOLUME = "165",
YEAR = "2025",
PAGES = "111606",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148259"}
@article{bb152355,
AUTHOR = "Yu, X.T. and Sun, S. and Tian, Y.J.",
TITLE = "Sample selection for noisy partial label learning with interactive
contrastive learning",
JOURNAL = PR,
VOLUME = "166",
YEAR = "2025",
PAGES = "111681",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148260"}
@article{bb152356,
AUTHOR = "Chen, H. and Wang, Z. and Tao, R. and Wei, H.X. and Xie, X. and Sugiyama, M. and Raj, B. and Wang, J.D.",
TITLE = "Impact of Noisy Supervision in Foundation Model Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "5690-5707",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148261"}
@article{bb152357,
AUTHOR = "Gong, X. and Song, Z. and Hu, G.S. and Zhao, C.R.",
TITLE = "Learning Label Perturbations",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2359-2363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148262"}
@article{bb152358,
AUTHOR = "Song, Z. and Gong, X. and Hu, G.S. and Dou, S.G. and Zhao, Q.S. and Zhao, C.R.",
TITLE = "DPL++: Advancing the Network Performance via Image and Label
Perturbations",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "10262-10279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148263"}
@article{bb152359,
AUTHOR = "Wang, Y.K. and Xu, C. and Guo, T.Y. and Du, B. and Tao, D.C.",
TITLE = "On Positive-Unlabeled Classification From Corrupted Data in GANs",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "6859-6875",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148264"}
@article{bb152360,
AUTHOR = "Xiong, Y.B. and Hu, X.Y. and Geng, X. and Lei, L.Z. and Liang, A.",
TITLE = "IUR-Net: A Multi-Stage Framework for Label Refinement Tasks in Noisy
Remote Sensing Samples",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "13",
PAGES = "2125",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148265"}
@article{bb152361,
AUTHOR = "Hu, C.H. and Nagarajan, B. and Marques, R. and Radeva, P.",
TITLE = "Adaptive Vision-Language Prompt Learners for Learning with Noisy
Labels",
JOURNAL = JVCIR,
VOLUME = "111",
YEAR = "2025",
PAGES = "104550",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148266"}
@article{bb152362,
AUTHOR = "Yang, M.L. and Wang, H. and Wu, F. and Lv, X.B.",
TITLE = "An end-to-end robust feature learning method for face recognition",
JOURNAL = JVCIR,
VOLUME = "111",
YEAR = "2025",
PAGES = "104485",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148267"}
@article{bb152363,
AUTHOR = "Li, F.P. and Li, K.M. and Wang, Q.Z. and Han, B. and Tian, J.Y. and Zhou, J.T.",
TITLE = "RML++: Regroup Median Loss for Combating Label Noise",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "6400-6421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148268"}
@article{bb152364,
AUTHOR = "Jiang, G.X. and Lei, F. and Wang, W.J.",
TITLE = "A multi-model dynamic filtering of label noise for regression",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111887",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148269"}
@article{bb152365,
AUTHOR = "Ouyang, X. and Fan, R.D. and Tao, H. and Hou, C.P.",
TITLE = "Streaming View Classification With Noisy Label",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "5750-5760",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148270"}
@article{bb152366,
AUTHOR = "Li, Y.H. and Guo, Z.Q. and Wang, L.",
TITLE = "CLTR: Continual learning time-varying regularization for robust
classification of noisy label images",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112137",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148271"}
@article{bb152367,
AUTHOR = "Wolf, T. and Driggs, D.T. and Papafitsoros, K. and Resmerita, E. and Schonlieb, C.B.",
TITLE = "Nested Bregman Iterations for Decomposition Problems",
JOURNAL = SIIMS,
VOLUME = "18",
YEAR = "2025",
NUMBER = "3",
PAGES = "1963-2007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148272"}
@article{bb152368,
AUTHOR = "Chen, B.Z. and Ye, Z. and Liu, Y. and Fang, X.Z. and Lu, G.M. and Xie, S.L. and Li, X.L.",
TITLE = "Toward Robust Semi-Supervised Distribution Alignment Against Label
Distribution Shift With Noisy Annotations",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "6127-6139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148273"}
@article{bb152369,
AUTHOR = "Xia, Q.Q. and Lee, F.F. and Xie, L. and Yang, S. and Bao, Q. and Chen, Q.",
TITLE = "CPSL: A semi-supervised framework with class prototype-based modeling
for combating noisy labels",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112318",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148274"}
@article{bb152370,
AUTHOR = "Xiang, N. and Xing, L.F. and Jin, D.",
TITLE = "RoNFA: Robust neural field-based approach for few-shot image
classification with noisy labels",
JOURNAL = PRL,
VOLUME = "198",
YEAR = "2025",
PAGES = "36-42",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT148275"}
@article{bb152371,
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#TT148276"}
@article{bb152372,
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#TT148277"}
@article{bb152373,
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#TT148278"}
@article{bb152374,
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#TT148279"}
@inproceedings{bb152375,
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#TT148280"}
@inproceedings{bb152376,
AUTHOR = "Li, Y.X. and Mao, J. 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#TT148281"}
@inproceedings{bb152377,
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#TT148282"}
@inproceedings{bb152378,
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#TT148283"}
@inproceedings{bb152379,
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#TT148284"}
@inproceedings{bb152380,
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#TT148285"}
@inproceedings{bb152381,
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#TT148286"}
@inproceedings{bb152382,
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#TT148287"}
@inproceedings{bb152383,
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#TT148288"}
@inproceedings{bb152384,
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#TT148289"}
@inproceedings{bb152385,
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#TT148290"}
@inproceedings{bb152386,
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#TT148291"}
@inproceedings{bb152387,
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#TT148292"}
@inproceedings{bb152388,
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#TT148293"}
@inproceedings{bb152389,
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#TT148294"}
@inproceedings{bb152390,
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#TT148295"}
@inproceedings{bb152391,
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#TT148296"}
@inproceedings{bb152392,
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#TT148297"}
@inproceedings{bb152393,
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#TT148298"}
@inproceedings{bb152394,
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#TT148299"}
@inproceedings{bb152395,
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#TT148300"}
@inproceedings{bb152396,
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#TT148301"}
@inproceedings{bb152397,
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#TT148302"}
@inproceedings{bb152398,
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#TT148303"}
@inproceedings{bb152399,
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#TT148304"}
Last update:Jan 8, 2026 at 12:52:16