@inproceedings{bb154100,
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#TT150003"}
@inproceedings{bb154101,
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#TT150004"}
@inproceedings{bb154102,
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#TT150005"}
@inproceedings{bb154103,
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#TT150006"}
@inproceedings{bb154104,
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#TT150007"}
@inproceedings{bb154105,
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#TT150008"}
@inproceedings{bb154106,
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#TT150009"}
@inproceedings{bb154107,
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#TT150010"}
@inproceedings{bb154108,
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#TT150011"}
@inproceedings{bb154109,
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#TT150012"}
@inproceedings{bb154110,
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#TT150013"}
@inproceedings{bb154111,
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#TT150014"}
@inproceedings{bb154112,
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#TT150015"}
@inproceedings{bb154113,
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#TT150016"}
@inproceedings{bb154114,
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#TT150017"}
@inproceedings{bb154115,
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#TT150018"}
@inproceedings{bb154116,
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#TT150019"}
@inproceedings{bb154117,
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#TT150020"}
@inproceedings{bb154118,
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#TT150021"}
@inproceedings{bb154119,
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#TT150022"}
@inproceedings{bb154120,
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#TT150023"}
@inproceedings{bb154121,
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#TT150024"}
@inproceedings{bb154122,
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#TT150025"}
@inproceedings{bb154123,
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#TT150026"}
@inproceedings{bb154124,
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#TT150027"}
@inproceedings{bb154125,
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#TT150028"}
@inproceedings{bb154126,
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#TT150029"}
@inproceedings{bb154127,
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#TT150030"}
@inproceedings{bb154128,
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#TT150031"}
@inproceedings{bb154129,
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#TT150032"}
@inproceedings{bb154130,
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#TT150033"}
@inproceedings{bb154131,
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#TT150034"}
@inproceedings{bb154132,
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#TT150035"}
@inproceedings{bb154133,
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#TT150036"}
@inproceedings{bb154134,
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#TT150037"}
@inproceedings{bb154135,
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#TT150038"}
@inproceedings{bb154136,
AUTHOR = "Sun, Z. and Shen, F.M. and Huang, D. and Wang, Q. and Shu, X.B. and Yao, Y.Z. and Tang, J.H.",
TITLE = "PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "5301-5310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150039"}
@inproceedings{bb154137,
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#TT150040"}
@inproceedings{bb154138,
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#TT150041"}
@inproceedings{bb154139,
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#TT150042"}
@inproceedings{bb154140,
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#TT150043"}
@inproceedings{bb154141,
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#TT150044"}
@inproceedings{bb154142,
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#TT150045"}
@inproceedings{bb154143,
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#TT150046"}
@inproceedings{bb154144,
AUTHOR = "Cheng, L. and Zhou, X.Z. and Zhao, L.M. and Li, D.W. and Shang, H. and Zheng, Y. and Pan, P. and Xu, Y.H.",
TITLE = "Weakly Supervised Learning with Side Information for Noisy Labeled
Images",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXX: 306-321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150047"}
@inproceedings{bb154145,
AUTHOR = "Sharma, K. and Donmez, P. and Luo, E. and Liu, Y. and Yalniz, I.Z.",
TITLE = "Noiserank: Unsupervised Label Noise Reduction with Dependence Models",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVII:737-753",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150048"}
@inproceedings{bb154146,
AUTHOR = "Yu, Q. and Aizawa, K.",
TITLE = "Unknown Class Label Cleaning for Learning with Open-Set Noisy Labels",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1731-1735",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150049"}
@inproceedings{bb154147,
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#TT150050"}
@inproceedings{bb154148,
AUTHOR = "Ding, Y.F. and Wang, L.Q. and Fan, D.L. and Gong, B.Q.",
TITLE = "A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "1215-1224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635nl2.html#TT150051"}
@inproceedings{bb154149,
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#TT150052"}
@book{bb154150,
AUTHOR = "Rousseeuw, P.J.",
TITLE = "Robust Regression and Outlier Detection",
PUBLISHER = "Wiley",
YEAR = "1987",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150053"}
@article{bb154151,
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#TT150054"}
@article{bb154152,
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#TT150055"}
@inproceedings{bb154153,
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#TT150056"}
@article{bb154154,
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#TT150057"}
@article{bb154155,
AUTHOR = "Ramaswamy, S. and Rastogi, R. and Shim, K.",
TITLE = "Efficient algorithms for mining outliers from large data sets",
JOURNAL = "ACM SIGMOD",
VOLUME = "29",
YEAR = "2000",
NUMBER = "2",
MONTH = "June",
PAGES = "427-438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150058"}
@article{bb154156,
AUTHOR = "He, Z.Y. and Xu, X.F. and Deng, S.C.",
TITLE = "Discovering cluster-based local outliers",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "9-10",
MONTH = "June",
PAGES = "1641-1650",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150059"}
@article{bb154157,
AUTHOR = "Shekhar, S. and Lu, C.T. and Zhang, P.S.",
TITLE = "A Unified Approach to Detecting Spatial Outliers",
JOURNAL = GeoInfo,
VOLUME = "7",
YEAR = "2003",
NUMBER = "2",
MONTH = "June",
PAGES = "139-166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150060"}
@article{bb154158,
AUTHOR = "Hu, T.M. and Sung, S.Y.",
TITLE = "Detecting pattern-based outliers",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "16",
MONTH = "December",
PAGES = "3059-3068",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150061"}
@article{bb154159,
AUTHOR = "Zhang, J.S. and Leung, Y.W.",
TITLE = "Robust clustering by pruning outliers",
JOURNAL = SMC-B,
VOLUME = "33",
YEAR = "2003",
NUMBER = "6",
MONTH = "December",
PAGES = "983-999",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150062"}
@article{bb154160,
AUTHOR = "Kim, J.H. and Han, J.H.",
TITLE = "Outlier correction from uncalibrated image sequence using the
Triangulation method",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "3",
MONTH = "March",
PAGES = "394-404",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150063"}
@inproceedings{bb154161,
AUTHOR = "Hautamaki, V. and Karkkainen, I. and Franti, P.",
TITLE = "Outlier detection using k-nearest neighbour graph",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "III: 430-433",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150064"}
@article{bb154162,
AUTHOR = "Bandyopadhyay, S. and Santra, S.",
TITLE = "A genetic approach for efficient outlier detection in projected space",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "4",
MONTH = "April",
PAGES = "1338-1349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150065"}
@article{bb154163,
AUTHOR = "Zhang, J.F. and Jiang, Y.Y. and Chang, K.H. and Zhang, S. and Cai, J.H. and Hu, L.H.",
TITLE = "A concept lattice based outlier mining method in low-dimensional
subspaces",
JOURNAL = PRL,
VOLUME = "30",
YEAR = "2009",
NUMBER = "15",
MONTH = "November",
PAGES = "1434-1439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150066"}
@article{bb154164,
AUTHOR = "Chen, Y.X. and Dang, X. and Peng, H.X. and Bart, H.L.",
TITLE = "Outlier Detection with the Kernelized Spatial Depth Function",
JOURNAL = PAMI,
VOLUME = "31",
YEAR = "2009",
NUMBER = "2",
MONTH = "February",
PAGES = "288-305",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150067"}
@article{bb154165,
AUTHOR = "Szeto, C.C. and Hung, E.",
TITLE = "Mining outliers with faster cutoff update and space utilization",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "11",
MONTH = "August",
PAGES = "1292-1301",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150068"}
@article{bb154166,
AUTHOR = "Jiang, F. and Sui, Y.F. and Cao, C.",
TITLE = "A hybrid approach to outlier detection based on boundary region",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "14",
MONTH = "October",
PAGES = "1860-1870",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150069"}
@article{bb154167,
AUTHOR = "Daneshpazhouh, A. and Sami, A.",
TITLE = "Entropy-based outlier detection using semi-supervised approach with
few positive examples",
JOURNAL = PRL,
VOLUME = "49",
YEAR = "2014",
NUMBER = "1",
PAGES = "77-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150070"}
@article{bb154168,
AUTHOR = "Rasheed, F. and Alhajj, R.",
TITLE = "A Framework for Periodic Outlier Pattern Detection in Time-Series
Sequences",
JOURNAL = Cyber,
VOLUME = "44",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "569-582",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150071"}
@article{bb154169,
AUTHOR = "Ru, X.H. and Liu, Z. and Huang, Z.T. and Jiang, W.L.",
TITLE = "Normalized residual-based constant false-alarm rate outlier detection",
JOURNAL = PRL,
VOLUME = "69",
YEAR = "2016",
NUMBER = "1",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150072"}
@article{bb154170,
AUTHOR = "Domingues, R. and Filippone, M. and Michiardi, P. and Zouaoui, J.",
TITLE = "A comparative evaluation of outlier detection algorithms:
Experiments and analyses",
JOURNAL = PR,
VOLUME = "74",
YEAR = "2018",
NUMBER = "1",
PAGES = "406-421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150073"}
@article{bb154171,
AUTHOR = "Xu, Z. and Cai, G.Y. and Wen, Y.M. and Chen, D.D. and Han, L.Y.",
TITLE = "Image set-based classification using collaborative exemplars
representation",
JOURNAL = SIViP,
VOLUME = "12",
YEAR = "2018",
NUMBER = "4",
MONTH = "May",
PAGES = "607-615",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150074"}
@article{bb154172,
AUTHOR = "Ning, J. and Chen, L. and Zhou, C. and Wen, Y.",
TITLE = "Parameter k search strategy in outlier detection",
JOURNAL = PRL,
VOLUME = "112",
YEAR = "2018",
PAGES = "56-62",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150075"}
@article{bb154173,
AUTHOR = "Chakraborty, D. and Narayanan, V. and Ghosh, A.",
TITLE = "Integration of deep feature extraction and ensemble learning for
outlier detection",
JOURNAL = PR,
VOLUME = "89",
YEAR = "2019",
PAGES = "161-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150076"}
@article{bb154174,
AUTHOR = "Riani, M. and Atkinson, A.C. and Cerioli, A. and Corbellini, A.",
TITLE = "Efficient robust methods via monitoring for clustering and
multivariate data analysis",
JOURNAL = PR,
VOLUME = "88",
YEAR = "2019",
PAGES = "246-260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150077"}
@article{bb154175,
AUTHOR = "Dutta, J.K. and Banerjee, B.",
TITLE = "Improved outlier detection using sparse coding-based methods",
JOURNAL = PRL,
VOLUME = "122",
YEAR = "2019",
PAGES = "99-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150078"}
@article{bb154176,
AUTHOR = "Blouvshtein, L. and Cohen Or, D.",
TITLE = "Outlier Detection for Robust Multi-Dimensional Scaling",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "9",
MONTH = "Sep",
PAGES = "2273-2279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150079"}
@article{bb154177,
AUTHOR = "Slavakis, K. and Banerjee, S.",
TITLE = "Robust Hierarchical-Optimization RLS Against Sparse Outliers",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "171-175",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150080"}
@article{bb154178,
AUTHOR = "Rofatto, V.F. and Matsuoka, M.T. and Klein, I. and Veronez, M.R. and da Silveira, L.G.",
TITLE = "A Monte Carlo-Based Outlier Diagnosis Method for Sensitivity Analysis",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150081"}
@article{bb154179,
AUTHOR = "Antonello, N. and Garner, P.N.",
TITLE = "A t-Distribution Based Operator for Enhancing Out of Distribution
Robustness of Neural Network Classifiers",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1070-1074",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150082"}
@article{bb154180,
AUTHOR = "Goh, M.J.S. and Chiew, Y.S. and Foo, J.J.",
TITLE = "Outlier percentage estimation for shape- and parameter-independent
outlier detection",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "14",
MONTH = "December",
PAGES = "3414-3421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150083"}
@article{bb154181,
AUTHOR = "Upadhyay, U. and Mukherjee, P.",
TITLE = "Generating Out of Distribution Adversarial Attack Using Latent Space
Poisoning",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "523-527",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150084"}
@article{bb154182,
AUTHOR = "Traun, C. and Schreyer, M.L. and Wallentin, G.",
TITLE = "Empirical Insights from a Study on Outlier Preserving Value
Generalization in Animated Choropleth Maps",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150085"}
@article{bb154183,
AUTHOR = "Mukhriya, A. and Kumar, R.",
TITLE = "Building outlier detection ensembles by selective parameterization of
heterogeneous methods",
JOURNAL = PRL,
VOLUME = "146",
YEAR = "2021",
PAGES = "126-133",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150086"}
@article{bb154184,
AUTHOR = "Wang, P. and Niu, Y.X. and Xiong, R. and Ma, F. and Zhang, C.X.",
TITLE = "DGANet: Dynamic Gradient Adjustment Anchor-Free Object Detection in
Optical Remote Sensing Images",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150087"}
@article{bb154185,
AUTHOR = "Ding, J.Y. and Hu, X. and Zhong, X.R.",
TITLE = "A Semantic Encoding Out-of-Distribution Classifier for Generalized
Zero-Shot Learning",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "1395-1399",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150088"}
@article{bb154186,
AUTHOR = "Tai, M. and Kudo, M. and Tanaka, A. and Imai, H. and Kimura, K.",
TITLE = "Kernelized Supervised Laplacian Eigenmap for Visualization and
Classification of Multi-Label Data",
JOURNAL = PR,
VOLUME = "123",
YEAR = "2022",
PAGES = "108399",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150089"}
@inproceedings{bb154187,
AUTHOR = "Kudo, M. and Kimura, K. and Morishita, S. and Sun, L.",
TITLE = "Efficient Leave-One-Out Evaluation of Kernelized Implicit Mappings",
BOOKTITLE = SSSPR22,
YEAR = "2022",
PAGES = "223-232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150090"}
@article{bb154188,
AUTHOR = "Chong, P. and Cheung, N.M. and Elovici, Y. and Binder, A.",
TITLE = "Toward Scalable and Unified Example-Based Explanation and Outlier
Detection",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "525-540",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150091"}
@article{bb154189,
AUTHOR = "Ge, H.M. and Wang, L.G. and Pan, H.Z. and Zhu, Y.X. and Zhao, X.Y. and Liu, M.",
TITLE = "Affinity Propagation Based on Structural Similarity Index and Local
Outlier Factor for Hyperspectral Image Clustering",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150092"}
@article{bb154190,
AUTHOR = "Sedghi, M. and Georgiopoulos, M. and Atia, G.K.",
TITLE = "Sketches by MoSSaRT:
Representative selection from manifolds with gross sparse corruptions",
JOURNAL = PR,
VOLUME = "124",
YEAR = "2022",
PAGES = "108454",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150093"}
@article{bb154191,
AUTHOR = "Sengupta, S. and Das, S.",
TITLE = "Selective Nearest Neighbors Clustering",
JOURNAL = PRL,
VOLUME = "155",
YEAR = "2022",
PAGES = "178-185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150094"}
@article{bb154192,
AUTHOR = "Yuan, L.X. and Yang, G.Q. and Xu, Q. and Lu, T.",
TITLE = "Discriminative feature selection with directional outliers correcting
for data classification",
JOURNAL = PR,
VOLUME = "126",
YEAR = "2022",
PAGES = "108541",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150095"}
@article{bb154193,
AUTHOR = "Liu, Q. and Li, X.P. and Cao, H. and Wu, Y.T.",
TITLE = "From Simulated to Visual Data: A Robust Low-Rank Tensor Completion
Approach Using L_p-Regression for Outlier Resistance",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "3462-3474",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150096"}
@article{bb154194,
AUTHOR = "Wang, L. and Huang, S. and Huangfu, L. and Liu, B. and Zhang, X.H.",
TITLE = "Multi-label out-of-distribution detection via exploiting sparsity and
co-occurrence of labels",
JOURNAL = IVC,
VOLUME = "126",
YEAR = "2022",
PAGES = "104548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150097"}
@article{bb154195,
AUTHOR = "Huyan, N. and Quan, D. and Zhang, X.R. and Liang, X.F. and Chanussot, J. and Jiao, L.C.",
TITLE = "Unsupervised Outlier Detection Using Memory and Contrastive Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "6440-6454",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150098"}
@article{bb154196,
AUTHOR = "Tan, X. and Yang, J.W. and Rahardja, S.",
TITLE = "Sparse random projection isolation forest for outlier detection",
JOURNAL = PRL,
VOLUME = "163",
YEAR = "2022",
PAGES = "65-73",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150099"}
@article{bb154197,
AUTHOR = "Li, Y. and Yang, X.P. and Chen, L. and Zhi, Y.J. and Liu, H.L.",
TITLE = "Robust Registration of Rail Profile and Complete Detection of
Outliers in Complex Field Environment",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20098-20109",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150100"}
@article{bb154198,
AUTHOR = "Bao, J.F. and Li, J.L. and Wei, M.D. and Qu, C.Y.",
TITLE = "An Improved Innovation Robust Outliers Detection Method for Airborne
Array Position and Orientation Measurement System",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150101"}
@article{bb154199,
AUTHOR = "Wang, S.Q. and Zeng, Y.J. and Yu, G. and Cheng, Z. and Liu, X.W. and Zhou, S. and Zhu, E. and Kloft, M. and Yin, J.P. and Liao, Q.",
TITLE = "E3 Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier
Detection",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "2952-2969",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150102"}
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