@article{bb150200, 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#TT146152"} @article{bb150201, AUTHOR = "Lee, H.J. and Seo, Y.D. and Lee, S.W.", TITLE = "Removing outliers by minimizing the sum of infeasibilities", JOURNAL = IVC, VOLUME = "28", YEAR = "2010", NUMBER = "6", MONTH = "June", PAGES = "881-889", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146153"} @article{bb150202, 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#TT146154"} @article{bb150203, 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#TT146155"} @article{bb150204, AUTHOR = "Yu, S.X.", TITLE = "Angular Embedding: A Robust Quadratic Criterion", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "1", MONTH = "January", PAGES = "158-173", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146156"} @inproceedings{bb150205, AUTHOR = "Zhao, J. and Ma, J.Y. and Tian, J.W. and Ma, J. and Zhang, D.Z.", TITLE = "A robust method for vector field learning with application to mismatch removing", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "2977-2984", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146157"} @article{bb150206, 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#TT146158"} @article{bb150207, 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#TT146159"} @article{bb150208, 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#TT146160"} @article{bb150209, 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#TT146161"} @article{bb150210, 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#TT146162"} @article{bb150211, 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#TT146163"} @article{bb150212, 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#TT146164"} @article{bb150213, 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#TT146165"} @article{bb150214, 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#TT146166"} @article{bb150215, 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#TT146167"} @article{bb150216, AUTHOR = "Ma, J.Y. and Jiang, X.Y. and Jiang, J.J. and Guo, X.J.", TITLE = "Robust Feature Matching Using Spatial Clustering With Heavy Outliers", JOURNAL = IP, VOLUME = "29", YEAR = "2020", NUMBER = "1", PAGES = "736-746", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146168"} @article{bb150217, 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#TT146169"} @article{bb150218, 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#TT146170"} @article{bb150219, 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#TT146171"} @article{bb150220, 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#TT146172"} @article{bb150221, 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#TT146173"} @article{bb150222, 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#TT146174"} @article{bb150223, 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#TT146175"} @article{bb150224, AUTHOR = "Lin, C. and Guo, S.X. and Chen, J.S. and Sun, L. and Zheng, X.R. and Yang, Y. and Xiong, Y.F.", TITLE = "Deep Learning Network Intensification for Preventing Noisy-Labeled Samples for Remote Sensing Classification", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146176"} @article{bb150225, 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#TT146177"} @article{bb150226, AUTHOR = "Mensi, A. and Bicego, M.", TITLE = "Enhanced anomaly scores for isolation forests", JOURNAL = PR, VOLUME = "120", YEAR = "2021", PAGES = "108115", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146178"} @article{bb150227, AUTHOR = "Saez, J.A. and Corchado, E.", TITLE = "ANCES: A novel method to repair attribute noise in classification problems", JOURNAL = PR, VOLUME = "121", YEAR = "2022", PAGES = "108198", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146179"} @article{bb150228, AUTHOR = "Ding, J. 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#TT146180"} @article{bb150229, AUTHOR = "Wheeler, B.J. and Karimi, H.A.", TITLE = "A semantically driven self-supervised algorithm for detecting anomalies in image sets", JOURNAL = CVIU, VOLUME = "213", YEAR = "2021", PAGES = "103279", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146181"} @article{bb150230, 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#TT146182"} @inproceedings{bb150231, 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#TT146183"} @article{bb150232, 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#TT146184"} @article{bb150233, AUTHOR = "Zhou, H.Y. and Jayender, J.", TITLE = "EMDQ: Removal of Image Feature Mismatches in Real-Time", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "706-720", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146185"} @article{bb150234, AUTHOR = "Sato, K. and Nakata, S. and Matsubara, T. and Uehara, K.", TITLE = "Few-Shot Anomaly Detection Using Deep Generative Models for Grouped Data", JOURNAL = IEICE, VOLUME = "E105-D", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "436-440", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146186"} @article{bb150235, 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#TT146187"} @article{bb150236, 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#TT146188"} @article{bb150237, 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#TT146189"} @article{bb150238, AUTHOR = "Zhang, M.X. and Xu, N. and Geng, X.", TITLE = "Feature-Induced Label Distribution for Learning with Noisy Labels", JOURNAL = PRL, VOLUME = "155", YEAR = "2022", PAGES = "107-113", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146190"} @article{bb150239, 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#TT146191"} @article{bb150240, AUTHOR = "Chen, S.X. and Zheng, L.X. and Xiao, G.B. and Zhong, Z. and Ma, J.Y.", TITLE = "CSDA-Net: Seeking reliable correspondences by channel-Spatial difference augment network", JOURNAL = PR, VOLUME = "126", YEAR = "2022", PAGES = "108539", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146192"} @article{bb150241, AUTHOR = "Wang, Z.P. and Hou, C.P. and Ge, B.B. and Liu, Y. and Dong, Z.C. and Wu, Z.Q.", TITLE = "Unsupervised anomaly detection via dual transformation-aware embeddings", JOURNAL = IET-IPR, VOLUME = "16", YEAR = "2022", NUMBER = "6", PAGES = "1657-1668", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146193"} @article{bb150242, 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#TT146194"} @article{bb150243, 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#TT146195"} @article{bb150244, 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#TT146196"} @article{bb150245, 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#TT146197"} @article{bb150246, 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#TT146198"} @article{bb150247, AUTHOR = "Shi, Z.W. and Xiao, G.B. and Zheng, L.X. and Ma, J.Y. and Chen, R.Q.", TITLE = "JRA-Net: Joint representation attention network for correspondence learning", JOURNAL = PR, VOLUME = "135", YEAR = "2023", PAGES = "109180", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146199"} @article{bb150248, 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#TT146200"} @article{bb150249, 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#TT146201"} @article{bb150250, 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#TT146202"} @article{bb150251, 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#TT146203"} @article{bb150252, 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#TT146204"} @article{bb150253, AUTHOR = "Calli, E. and van Ginneken, B. and Sogancioglu, E. and Murphy, K.", TITLE = "FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network", JOURNAL = MedImg, VOLUME = "42", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "971-981", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146205"} @article{bb150254, 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#TT146206"} @article{bb150255, AUTHOR = "Chen, Z. and Duan, J. and Kang, L. and Qiu, G.P.", TITLE = "Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "6", MONTH = "June", PAGES = "7781-7798", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146207"} @article{bb150256, AUTHOR = "Arias, L.A.S. and Oosterlee, C.W. and Cirillo, P.", TITLE = "AIDA: Analytic isolation and distance-based anomaly detection algorithm", JOURNAL = PR, VOLUME = "141", YEAR = "2023", PAGES = "109607", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146208"} @article{bb150257, AUTHOR = "Wei, S.X. and Wei, X. and Kurniawan, M.R. and Ma, Z.H. and Gong, Y.H.", TITLE = "Topology-preserving transfer learning for weakly-supervised anomaly detection and segmentation", JOURNAL = PRL, VOLUME = "170", YEAR = "2023", PAGES = "77-84", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146209"} @article{bb150258, 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#TT146210"} @article{bb150259, AUTHOR = "Kirgo, M. and Terrasse, G. and Thibault, G. and Ovsjanikov, M.", TITLE = "ReVISOR: ResUNets with visibility and intensity for structured outlier removal", JOURNAL = PandRS, VOLUME = "202", YEAR = "2023", PAGES = "184-204", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146211"} @article{bb150260, 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#TT146212"} @article{bb150261, 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#TT146213"} @article{bb150262, 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#TT146214"} @article{bb150263, 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#TT146215"} @article{bb150264, 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#TT146216"} @article{bb150265, AUTHOR = "Zhao, Z.L. and Cao, L. 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#TT146217"} @article{bb150266, 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#TT146218"} @article{bb150267, 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#TT146219"} @article{bb150268, 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#TT146220"} @article{bb150269, 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#TT146221"} @article{bb150270, 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#TT146222"} @article{bb150271, 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#TT146223"} @article{bb150272, 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#TT146224"} @article{bb150273, 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#TT146225"} @article{bb150274, 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#TT146226"} @article{bb150275, 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#TT146227"} @article{bb150276, AUTHOR = "Maskovi, M. and Zorek, M. and Pevny, T. and Smidl, V.", TITLE = "Deep anomaly detection on set data: Survey and comparison", JOURNAL = PR, VOLUME = "151", YEAR = "2024", PAGES = "110381", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146228"} @article{bb150277, 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#TT146229"} @article{bb150278, 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#TT146230"} @article{bb150279, 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#TT146231"} @article{bb150280, 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#TT146232"} @article{bb150281, 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#TT146233"} @article{bb150282, 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#TT146234"} @article{bb150283, 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#TT146235"} @inproceedings{bb150284, 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#TT146236"} @article{bb150285, AUTHOR = "Li, L. and Xiao, J. and Shi, H.R. and Zhang, H.W. and Yang, Y. and Liu, W. and Chen, L.", TITLE = "NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "10", MONTH = "October", PAGES = "6873-6888", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146237"} @inproceedings{bb150286, AUTHOR = "Li, L. and Chen, L. and Huang, Y.F. and Zhang, Z.M. and Zhang, S.Y. and Xiao, J.", TITLE = "The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph Generation", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "18847-18856", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146238"} @article{bb150287, 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#TT146239"} @article{bb150288, 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#TT146240"} @article{bb150289, 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#TT146241"} @inproceedings{bb150290, 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#TT146242"} @article{bb150291, AUTHOR = "Li, H.X. and Hu, J.F. and Li, B. and Chen, H. and Zheng, Y.B. and Shen, C.H.", TITLE = "Target Before Shooting: Accurate Anomaly Detection and Localization Under One Millisecond via Cascade Patch Retrieval", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "5606-5621", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146243"} @article{bb150292, 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#TT146244"} @inproceedings{bb150293, 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#TT146245"} @article{bb150294, 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#TT146246"} @article{bb150295, 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#TT146247"} @article{bb150296, 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#TT146248"} @article{bb150297, 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#TT146249"} @article{bb150298, AUTHOR = "Li, J.Y. and Chen, P.G. and Yu, S.Z. and Liu, S. and Jia, J.Y.", TITLE = "MOODv2: Masked Image Modeling for Out-of-Distribution Detection", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "8994-9003", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT146250"} @article{bb150299, 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#TT146251"}