@inproceedings{bb154300,
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#TT150203"}
@inproceedings{bb154301,
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#TT150204"}
@inproceedings{bb154302,
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#TT150205"}
@inproceedings{bb154303,
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#TT150206"}
@inproceedings{bb154304,
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#TT150207"}
@inproceedings{bb154305,
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#TT150208"}
@inproceedings{bb154306,
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#TT150209"}
@inproceedings{bb154307,
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#TT150210"}
@inproceedings{bb154308,
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#TT150211"}
@inproceedings{bb154309,
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#TT150212"}
@inproceedings{bb154310,
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#TT150213"}
@inproceedings{bb154311,
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#TT150214"}
@inproceedings{bb154312,
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#TT150215"}
@inproceedings{bb154313,
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#TT150216"}
@inproceedings{bb154314,
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#TT150217"}
@inproceedings{bb154315,
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#TT150218"}
@inproceedings{bb154316,
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#TT150219"}
@inproceedings{bb154317,
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#TT150220"}
@inproceedings{bb154318,
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#TT150221"}
@inproceedings{bb154319,
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#TT150222"}
@book{bb154320,
AUTHOR = "Rousseeuw, P.J.",
TITLE = "Robust Regression and Outlier Detection",
PUBLISHER = "Wiley",
YEAR = "1987",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150223"}
@article{bb154321,
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#TT150224"}
@article{bb154322,
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#TT150225"}
@inproceedings{bb154323,
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#TT150226"}
@article{bb154324,
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#TT150227"}
@article{bb154325,
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#TT150228"}
@article{bb154326,
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#TT150229"}
@article{bb154327,
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#TT150230"}
@article{bb154328,
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#TT150231"}
@article{bb154329,
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#TT150232"}
@article{bb154330,
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#TT150233"}
@inproceedings{bb154331,
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#TT150234"}
@article{bb154332,
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#TT150235"}
@article{bb154333,
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#TT150236"}
@article{bb154334,
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#TT150237"}
@article{bb154335,
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#TT150238"}
@article{bb154336,
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#TT150239"}
@article{bb154337,
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#TT150240"}
@article{bb154338,
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#TT150241"}
@article{bb154339,
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#TT150242"}
@article{bb154340,
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#TT150243"}
@article{bb154341,
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#TT150244"}
@article{bb154342,
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#TT150245"}
@article{bb154343,
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#TT150246"}
@article{bb154344,
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#TT150247"}
@article{bb154345,
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#TT150248"}
@article{bb154346,
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#TT150249"}
@article{bb154347,
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#TT150250"}
@article{bb154348,
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#TT150251"}
@article{bb154349,
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#TT150252"}
@article{bb154350,
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#TT150253"}
@article{bb154351,
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#TT150254"}
@article{bb154352,
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#TT150255"}
@article{bb154353,
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#TT150256"}
@article{bb154354,
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#TT150257"}
@article{bb154355,
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#TT150258"}
@article{bb154356,
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#TT150259"}
@inproceedings{bb154357,
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#TT150260"}
@article{bb154358,
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#TT150261"}
@article{bb154359,
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#TT150262"}
@article{bb154360,
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#TT150263"}
@article{bb154361,
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#TT150264"}
@article{bb154362,
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#TT150265"}
@article{bb154363,
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#TT150266"}
@article{bb154364,
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#TT150267"}
@article{bb154365,
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#TT150268"}
@article{bb154366,
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#TT150269"}
@article{bb154367,
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#TT150270"}
@article{bb154368,
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#TT150271"}
@article{bb154369,
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#TT150272"}
@article{bb154370,
AUTHOR = "Yang, H. and Carlone, L.",
TITLE = "Certifiably Optimal Outlier-Robust Geometric Perception:
Semidefinite Relaxations and Scalable Global Optimization",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "2816-2834",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150273"}
@article{bb154371,
AUTHOR = "Li, F. and Fujiwara, K. and Okura, F. and Matsushita, Y.",
TITLE = "Shuffled Linear Regression with Outliers in Both Covariates and
Responses",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "732-751",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150274"}
@article{bb154372,
AUTHOR = "Dagaev, N. and Roads, B.D. and Luo, X.L. and Barry, D.N. and Patil, K.R. and Love, B.C.",
TITLE = "A too-good-to-be-true prior to reduce shortcut reliance",
JOURNAL = PRL,
VOLUME = "166",
YEAR = "2023",
PAGES = "164-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150275"}
@article{bb154373,
AUTHOR = "Huang, Y. and Li, Y. and Jourjon, G. and Seneviratne, S. and Thilakarathna, K. and Cheng, A. and Webb, D. and Xu, R.Y.D.",
TITLE = "Calibrated reconstruction based adversarial autoencoder model for
novelty detection",
JOURNAL = PRL,
VOLUME = "169",
YEAR = "2023",
PAGES = "50-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150276"}
@article{bb154374,
AUTHOR = "Mishra, G. and Kumar, R.",
TITLE = "An individual fairness based outlier detection ensemble",
JOURNAL = PRL,
VOLUME = "171",
YEAR = "2023",
PAGES = "76-83",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150277"}
@article{bb154375,
AUTHOR = "Yang, J.K. and Zhou, K.Y. and Liu, Z.W.",
TITLE = "Full-Spectrum Out-of-Distribution Detection",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "2607-2622",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150278"}
@article{bb154376,
AUTHOR = "Kumano, S. and Kera, H. and Yamasaki, T.",
TITLE = "Sparse fooling images: Fooling machine perception through
unrecognizable images",
JOURNAL = PRL,
VOLUME = "172",
YEAR = "2023",
PAGES = "259-265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150279"}
@article{bb154377,
AUTHOR = "Yang, J.W. and Tan, X. and Rahardja, S.",
TITLE = "Outlier detection:
How to Select k for k-nearest-neighbors-based outlier detectors",
JOURNAL = PRL,
VOLUME = "174",
YEAR = "2023",
PAGES = "112-117",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150280"}
@article{bb154378,
AUTHOR = "Chen, Q. and Xie, L. and Zeng, L.R. and Jiang, S. and Ding, W.P. and Huang, X.M. and Wang, H.",
TITLE = "Neighborhood Rough Residual Network-Based Outlier Detection Method in
IoT-Enabled Maritime Transportation Systems",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "11800-11811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150281"}
@article{bb154379,
AUTHOR = "Zhang, J. and Gao, L.L. and Hao, B.G. and Huang, H. and Song, J.K. and Shen, H.T.",
TITLE = "From Global to Local: Multi-Scale Out-of-Distribution Detection",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "6115-6128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150282"}
@article{bb154380,
AUTHOR = "Zhao, Z.L. and Cao, L.B. and Lin, K.Y.",
TITLE = "Supervision Adaptation Balancing In-Distribution Generalization and
Out-of-Distribution Detection",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15743-15758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150283"}
@article{bb154381,
AUTHOR = "Wu, A. and Deng, C.",
TITLE = "TIB: Detecting Unknown Objects via Two-Stream Information Bottleneck",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "611-625",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150284"}
@article{bb154382,
AUTHOR = "Chen, Z. and Ding, Z.Q. and Zhang, X.L. and Zhang, X. and Qin, T.Q.",
TITLE = "Improving Out-of-Distribution Generalization in SAR Image Scene
Classification with Limited Training Samples",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "24",
PAGES = "5761",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150285"}
@article{bb154383,
AUTHOR = "Wang, Y. and Sun, W.B. and Jin, J. and Kong, Z.Y. and Yue, X.W.",
TITLE = "WOOD: Wasserstein-Based Out-of-Distribution Detection",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "944-956",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150286"}
@article{bb154384,
AUTHOR = "Peng, X. and Qiao, F.C. and Zhao, L.",
TITLE = "Out-of-Domain Generalization From a Single Source:
An Uncertainty Quantification Approach",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1775-1787",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150287"}
@article{bb154385,
AUTHOR = "Fayyad, J. and Gupta, K. and Mahdian, N. and Gruyer, D. and Najjaran, H.",
TITLE = "Exploiting classifier inter-level features for efficient
out-of-distribution detection",
JOURNAL = IVC,
VOLUME = "142",
YEAR = "2024",
PAGES = "104897",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150288"}
@article{bb154386,
AUTHOR = "Lehner, A. and Gasperini, S. and Marcos Ramiro, A. and Schmidt, M. and Navab, N. and Busam, B. and Tombari, F.",
TITLE = "3D Adversarial Augmentations for Robust Out-of-Domain Predictions",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "931-963",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150289"}
@article{bb154387,
AUTHOR = "Yu, Y. and Shin, S. and Ko, M.W. and Lee, K.",
TITLE = "Exploring using jigsaw puzzles for out-of-distribution detection",
JOURNAL = CVIU,
VOLUME = "241",
YEAR = "2024",
PAGES = "103968",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150290"}
@article{bb154388,
AUTHOR = "Wang, Y.J. and Yu, K. and Xiang, G. and Cao, F.Y. and Liang, J.",
TITLE = "Discovering causally invariant features for out-of-distribution
generalization",
JOURNAL = PR,
VOLUME = "150",
YEAR = "2024",
PAGES = "110338",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150291"}
@article{bb154389,
AUTHOR = "Wu, A. and Deng, C. and Liu, W.",
TITLE = "Unsupervised Out-of-Distribution Object Detection via PCA-Driven
Dynamic Prototype Enhancement",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2431-2446",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150292"}
@article{bb154390,
AUTHOR = "Zhu, F. and Zhang, X.Y. and Cheng, Z. and Liu, C.L.",
TITLE = "Revisiting Confidence Estimation: Towards Reliable Failure Prediction",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3370-3387",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150293"}
@article{bb154391,
AUTHOR = "Lu, W. and Wang, J.D. and Sun, X.W. and Chen, Y.Q. and Ji, X.Y. and Yang, Q. and Xie, X.",
TITLE = "Diversify: A General Framework for Time Series Out-of-Distribution
Detection and Generalization",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4534-4550",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150294"}
@article{bb154392,
AUTHOR = "Li, S.C. and Li, N. and Jing, M. and Ji, C. and Cheng, L.",
TITLE = "Evaluation of Ten Deep-Learning-Based Out-of-Distribution Detection
Methods for Remote Sensing Image Scene Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "9",
PAGES = "1501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150295"}
@article{bb154393,
AUTHOR = "Zhou, C.F. and Wang, J. and Xiang, S.C. and Liu, F. and Huang, H.F. and Qian, D.H.",
TITLE = "A Simple Normalization Technique Using Window Statistics to Improve
the Out-of-Distribution Generalization on Medical Images",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "2086-2097",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150296"}
@article{bb154394,
AUTHOR = "Sun, Z.H. and Qiu, Y.Q. and Tan, Z.J. and Zheng, W.S. and Wang, R.X.",
TITLE = "Classifier-Head Informed Feature Masking and Prototype-Based Logit
Smoothing for Out-of-Distribution Detection",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "5630-5640",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150297"}
@article{bb154395,
AUTHOR = "Xiao, G. and Yu, J. and Ma, J.Y. and Fan, D.P. and Shao, L.",
TITLE = "Latent Semantic Consensus for Deterministic Geometric Model Fitting",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "6139-6153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150298"}
@article{bb154396,
AUTHOR = "Kim, D.W. and Park, J. and Chung, H.C. and Jeong, S.",
TITLE = "Unsupervised outlier detection using random subspace and subsampling
ensembles of Dirichlet process mixtures",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110846",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150299"}
@article{bb154397,
AUTHOR = "Xia, G.X. and Bouganis, C.S.",
TITLE = "Augmenting the Softmax with Additional Confidence Scores for Improved
Selective Classification with Out-of-Distribution Data",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "3714-3752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150300"}
@inproceedings{bb154398,
AUTHOR = "Xia, G.X. and Bouganis, C.S.",
TITLE = "Augmenting Softmax Information for Selective Classification with
Out-of-distribution Data",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VI:664-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150301"}
@article{bb154399,
AUTHOR = "Liu, H.W. and Zhang, S.C. and Wu, Z. and Li, X.L.",
TITLE = "Outlier detection using local density and global structure",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150302"}
Last update:May 24, 2026 at 14:46:09