@article{bb154300,
        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#TT150203"}

@article{bb154301,
        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#TT150204"}

@article{bb154302,
        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#TT150205"}

@article{bb154303,
        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#TT150206"}

@article{bb154304,
        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#TT150207"}

@article{bb154305,
        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#TT150208"}

@article{bb154306,
        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#TT150209"}

@article{bb154307,
        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#TT150210"}

@article{bb154308,
        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#TT150211"}

@article{bb154309,
        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#TT150212"}

@article{bb154310,
        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#TT150213"}

@article{bb154311,
        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#TT150214"}

@article{bb154312,
        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#TT150215"}

@article{bb154313,
        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#TT150216"}

@article{bb154314,
        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#TT150217"}

@article{bb154315,
        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#TT150218"}

@article{bb154316,
        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#TT150219"}

@inproceedings{bb154317,
        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#TT150220"}

@article{bb154318,
        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#TT150221"}

@article{bb154319,
        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#TT150222"}

@article{bb154320,
        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#TT150223"}

@article{bb154321,
        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#TT150224"}

@article{bb154322,
        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#TT150225"}

@article{bb154323,
        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#TT150226"}

@article{bb154324,
        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#TT150227"}

@article{bb154325,
        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#TT150228"}

@article{bb154326,
        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#TT150229"}

@article{bb154327,
        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#TT150230"}

@article{bb154328,
        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#TT150231"}

@article{bb154329,
        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#TT150232"}

@article{bb154330,
        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#TT150233"}

@article{bb154331,
        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#TT150234"}

@article{bb154332,
        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#TT150235"}

@article{bb154333,
        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#TT150236"}

@article{bb154334,
        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#TT150237"}

@article{bb154335,
        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#TT150238"}

@article{bb154336,
        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#TT150239"}

@article{bb154337,
        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#TT150240"}

@article{bb154338,
        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#TT150241"}

@article{bb154339,
        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#TT150242"}

@article{bb154340,
        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#TT150243"}

@article{bb154341,
        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#TT150244"}

@article{bb154342,
        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#TT150245"}

@article{bb154343,
        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#TT150246"}

@article{bb154344,
        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#TT150247"}

@article{bb154345,
        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#TT150248"}

@article{bb154346,
        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#TT150249"}

@article{bb154347,
        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#TT150250"}

@article{bb154348,
        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#TT150251"}

@article{bb154349,
        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#TT150252"}

@article{bb154350,
        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#TT150253"}

@article{bb154351,
        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#TT150254"}

@article{bb154352,
        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#TT150255"}

@article{bb154353,
        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#TT150256"}

@article{bb154354,
        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#TT150257"}

@article{bb154355,
        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#TT150258"}

@article{bb154356,
        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#TT150259"}

@article{bb154357,
        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#TT150260"}

@inproceedings{bb154358,
        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#TT150261"}

@article{bb154359,
        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#TT150262"}

@article{bb154360,
        AUTHOR = "Ma, S.J. and Zhu, F. and Cheng, Z. and Zhang, X.Y.",
        TITLE = "Towards trustworthy dataset distillation",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150263"}

@article{bb154361,
        AUTHOR = "Zhu, Y. and Chen, Y.F. and Li, X.D. and Zhang, R. and Xue, H. and Tian, X. and Jiang, R.X. and Zheng, B.L. and Chen, Y.W.",
        TITLE = "Rethinking Out-of-Distribution Detection From a Human-Centric
Perspective",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4633-4650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150264"}

@inproceedings{bb154362,
        AUTHOR = "Zhu, Y. and Ma, J.C. and Sun, J.C. and Chen, Z.W. and Jiang, R.X. and Chen, Y.W. and Li, Z.G.",
        TITLE = "Towards Understanding the Generative Capability of Adversarially
Robust Classifiers",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "7708-7717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150265"}

@article{bb154363,
        AUTHOR = "Zhao, B.C. and Wang, J.H. and Ma, W.F. and Jesslen, A. and Yang, S.W. and Yu, S.Z. and Zendel, O. and Theobalt, C. and Yuille, A.L. and Kortylewski, A.",
        TITLE = "OOD-CV-v2: An Extended Benchmark for Robustness to
Out-of-Distribution Shifts of Individual Nuisances in Natural Images",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11104-11118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150266"}

@inproceedings{bb154364,
        AUTHOR = "Zhao, B.C. and Yu, S.Z. and Ma, W.F. and Yu, M.X. and Mei, S.X. and Wang, A.T. and He, J. and Yuille, A.L. and Kortylewski, A.",
        TITLE = "OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of
Individual Nuisances in Natural Images",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "VIII:163-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150267"}

@article{bb154365,
        AUTHOR = "He, R.D. and Han, Z.Y. and Nie, X.S. and Yin, Y.L. and Chang, X.J.",
        TITLE = "Visual Out-of-Distribution Detection in Open-Set Noisy Environments",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5453-5470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150268"}

@article{bb154366,
        AUTHOR = "Zhou, J.X. and Wu, Y.",
        TITLE = "Outlier-Probability-Based Feature Adaptation for Robust Unsupervised
Anomaly Detection on Contaminated Training Data",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "10023-10035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150269"}

@article{bb154367,
        AUTHOR = "Chang, S.Y. and Wu, H.C.",
        TITLE = "Random Tensor Analysis: Outlier Detection and Sample-Size
Determination",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2835-2839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150270"}

@article{bb154368,
        AUTHOR = "Wu, Y.W. and Li, T. and Cheng, X.W. and Yang, J. and Huang, X.L.",
        TITLE = "Low-Dimensional Gradient Helps Out-of-Distribution Detection",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11378-11391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150271"}

@article{bb154369,
        AUTHOR = "Mukhriya, A. and Kumar, R.",
        TITLE = "Iterative target updation based boosting ensembles for outlier
detection",
        JOURNAL = PR,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "111023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150272"}

@article{bb154370,
        AUTHOR = "Cheng, S.T. and Su, X.Y. and Chen, B. and Chen, H.M. and Peng, D.Z. and Yuan, Z.",
        TITLE = "GBMOD: A granular-ball mean-shift outlier detector",
        JOURNAL = PR,
        VOLUME = "159",
        YEAR = "2025",
        PAGES = "111115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150273"}

@article{bb154371,
        AUTHOR = "Zhang, Y.H. and Hu, J. and Wen, D.C. and Deng, W.H.",
        TITLE = "Unsupervised evaluation for out-of-distribution detection",
        JOURNAL = PR,
        VOLUME = "160",
        YEAR = "2025",
        PAGES = "111212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150274"}

@article{bb154372,
        AUTHOR = "Yang, J.K. and Zhou, K.Y. and Li, Y.X. and Liu, Z.W.",
        TITLE = "Generalized Out-of-Distribution Detection: A Survey",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5635-5662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150275"}

@article{bb154373,
        AUTHOR = "Fang, K. and Tao, Q.H. and Huang, X.L. and Yang, J.",
        TITLE = "Revisiting Deep Ensemble for Out-of-Distribution Detection:
A Loss Landscape Perspective",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "6107-6126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150276"}

@article{bb154374,
        AUTHOR = "Huang, Z. and Li, M.Y. and Shen, L. and Yu, J. and Gong, C. and Han, B. and Liu, T.L.",
        TITLE = "Winning Prize Comes from Losing Tickets: Improve Invariant Learning by
Exploring Variant Parameters for Out-of-Distribution Generalization",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "456-474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150277"}

@article{bb154375,
        AUTHOR = "Liu, X.Z. and Yang, X.J. and Zhang, J. and Wang, J. and Nie, F.P.",
        TITLE = "Outlier Indicator Based Projection Fuzzy K-Means Clustering for
Hyperspectral Image",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "496-500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150278"}

@article{bb154376,
        AUTHOR = "Jia, Y.L. and Li, J.M. and Zhao, G.L. and Liu, S.Y. and Sun, W.J. and Lin, L. and Li, G.B.",
        TITLE = "Enhancing out-of-distribution detection via diversified
multi-prototype contrastive learning",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150279"}

@article{bb154377,
        AUTHOR = "Nie, J. and Luo, Y. and Ye, S.S. and Zhang, Y.G. and Tian, X.M. and Fang, Z.",
        TITLE = "Out-of-Distribution Detection with Virtual Outlier Smoothing",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "724-741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150280"}

@article{bb154378,
        AUTHOR = "Liu, W.F. and Yu, H.R. and Wang, Y.J. and Liu, B. and Tao, D.P. and Chen, H.L.",
        TITLE = "IW-ViT: Independence-Driven Weighting Vision Transformer for
out-of-distribution generalization",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150281"}

@article{bb154379,
        AUTHOR = "Domingos, J. and Xavier, J.",
        TITLE = "Outlier-Resilient Model Fitting via Percentile Losses:
Methods for General and Convex Residuals",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "931-935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150282"}

@article{bb154380,
        AUTHOR = "Wei, J. and Wang, G. and Zhang, S.T.",
        TITLE = "Fine-grained medical image out-of-distribution detection through
multi-view feature uncertainty and adversarial sample generation",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150283"}

@article{bb154381,
        AUTHOR = "Song, Y. and Wang, W. and Sebe, N.",
        TITLE = "RankFeat&RankWeight: Rank-1 Feature/Weight Removal for
Out-of-Distribution Detection",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2505-2519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150284"}

@article{bb154382,
        AUTHOR = "Tan, X. and Yang, J.W. and Chen, J.Q. and Rahardja, S. and Rahardja, S.",
        TITLE = "MSS-PAE: Saving Autoencoder-based Outlier Detection from Unexpected
Reconstruction",
        JOURNAL = PR,
        VOLUME = "163",
        YEAR = "2025",
        PAGES = "111467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150285"}

@article{bb154383,
        AUTHOR = "Miyai, A. and Yu, Q. and Irie, G. and Aizawa, K.",
        TITLE = "GL-MCM: Global and Local Maximum Concept Matching for Zero-Shot
Out-of-Distribution Detection",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3586-3596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150286"}

@article{bb154384,
        AUTHOR = "Peng, Z. and Wang, E. and Liu, X.L. and Cheng, M.M.",
        TITLE = "Predictive Sample Assignment for Semantically Coherent
Out-of-Distribution Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4686-4697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150287"}

@article{bb154385,
        AUTHOR = "Zhang, Z.M. and Gong, X.",
        TITLE = "Generating Multi-Center Classifier via Conditional Gaussian
Distribution",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2030-2034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150288"}

@article{bb154386,
        AUTHOR = "Wood, D. and Kapp, D. and Messay Kebede, T. and Hirakawa, K.",
        TITLE = "LMP-GAN: Out-of-Distribution Detection for Non-Control Data Malware
Attacks",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5434-5444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150289"}

@article{bb154387,
        AUTHOR = "Chen, R. and Zhu, H. and Xiao, B. and Ma, T.",
        TITLE = "CAM: Causality-driven Adaptive Sparsity and Hierarchical Memory for
robust out-of-distribution learning in GNNs",
        JOURNAL = PR,
        VOLUME = "168",
        YEAR = "2025",
        PAGES = "111812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150290"}

@article{bb154388,
        AUTHOR = "Zhu, Y. and Yan, X. and Xie, C.L.",
        TITLE = "Towards Boosting Out-of-Distribution Detection from a Spatial Feature
Importance Perspective",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3839-3857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150291"}

@article{bb154389,
        AUTHOR = "Xiang, X. and Xu, Z. and Zhang, Z. and Zeng, Z.G. and Chen, X.L.",
        TITLE = "Enhanced Dual-Pattern Matching With Vision-Language Representation
for Out-of-Distribution Detection",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "9673-9687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150292"}

@inproceedings{bb154390,
        AUTHOR = "Zhang, Z. and Xu, Z. and Xiang, X.",
        TITLE = "Vision-language Dual-pattern Matching for Out-of-distribution Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXV: 273-291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150293"}

@article{bb154391,
        AUTHOR = "Miao, W.J. and Pang, G.S. and Nguyen, T.T. and Fang, R. and Zheng, J. and Bai, X.",
        TITLE = "OpenCIL: Benchmarking out-of-distribution detection in class
incremental learning",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150294"}

@article{bb154392,
        AUTHOR = "Li, H.Y. and Wang, X. and Zhang, Z.W. and Zhu, W.W.",
        TITLE = "Out-of-Distribution Generalization on Graphs: A Survey",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10490-10512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150295"}

@article{bb154393,
        AUTHOR = "Zhu, L. and Yang, Y.F. and Nie, Z.C. and Gao, Y. and Li, J.R. and Gu, Q.Y. and Wang, X.B. and Zhou, C.H. and Ye, N.Y.",
        TITLE = "InfoBound: A Provable Information-Bounds Inspired Framework for Both
OoD Generalization and OoD Detection",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10227-10242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150296"}

@article{bb154394,
        AUTHOR = "Ning, J. and Sun, J. and Shi, S.Z. and Guo, Z. and Li, Y. and Li, H.W. and Wu, B.Y.",
        TITLE = "Adversarial Transferability in Deep Denoising Models: Theoretical
Insights and Robustness Enhancement via Out-of-Distribution Typical
Set Sampling",
        JOURNAL = SIIMS,
        VOLUME = "18",
        YEAR = "2025",
        NUMBER = "3",
        PAGES = "1788-1827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150297"}

@article{bb154395,
        AUTHOR = "Huang, K. and Chen, M.L. and Zheng, H. and Lin, B. and Fan, S.",
        TITLE = "Soft Cluster-Aware Equivariant Contrastive Learning for Unsupervised
Out-of-Distribution Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11309-11322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150298"}

@article{bb154396,
        AUTHOR = "Lu, S. and Wang, Y.S. and Sheng, L.J. and He, L.X. and Zheng, A. and Liang, J.",
        TITLE = "Out-of-Distribution Detection: A Task-Oriented Survey of Recent
Advances",
        JOURNAL = Surveys,
        VOLUME = "58",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "September",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150299"}

@article{bb154397,
        AUTHOR = "Zhu, L. and Yin, W.H. and Wu, F. and Gu, Q.Y. and Wang, X.B. and Zhou, C.H. and Ye, N.Y.",
        TITLE = "Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for
Few-Shot OoD Generalization",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7076-7109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150300"}

@article{bb154398,
        AUTHOR = "Yang, Z. and Liu, C.X. and Qian, X.M.",
        TITLE = "SLE: Out-of-Distribution Detection With Shallow Layer-Driven
Enhancement",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8288-8297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150301"}

@article{bb154399,
        AUTHOR = "Varma, A. and Scholz, D. and Erdur, A.C. and Peeken, J.C. and Rueckert, D. and Wiestler, B.",
        TITLE = "Improving out-of-domain generalization in Multiple Sclerosis
detection and segmentation using Random Convolutions",
        JOURNAL = PRL,
        VOLUME = "199",
        YEAR = "2026",
        PAGES = "98-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT150302"}

Last update:May 3, 2026 at 17:51:13