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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#TT153846"}
@inproceedings{bb157961,
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#TT153847"}
@article{bb157962,
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#TT153848"}
@article{bb157963,
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#TT153849"}
@article{bb157964,
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#TT153850"}
@article{bb157965,
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#TT153851"}
@article{bb157966,
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#TT153852"}
@article{bb157967,
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#TT153853"}
@article{bb157968,
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#TT153854"}
@article{bb157969,
AUTHOR = "Hu, Q. and Yuan, Z. and Zhang, J. and Mi, J.",
TITLE = "Fuzzy rough guided subspace anomaly detection in nominal data",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "113024",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153855"}
@article{bb157970,
AUTHOR = "Xing, L. and Liu, Y.F. and Xu, L.H. and Chen, B.D.",
TITLE = "Outlier-robust learning with continuously differentiable least
trimmed squares",
JOURNAL = PR,
VOLUME = "175",
YEAR = "2026",
PAGES = "113099",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153856"}
@article{bb157971,
AUTHOR = "Wang, R.X. and Wan, J.H. and Li, X.P. and Tan, S.S.",
TITLE = "Fast and robust outlier detection: A granular-ball center isolation
and region consistency approach",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113212",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153857"}
@article{bb157972,
AUTHOR = "Zhang, Z.P. and Gao, X.Z. and Li, S.",
TITLE = "DDOF: A high-dimensional outlier detection algorithm based on
deviation distance outlier factor",
JOURNAL = PRL,
VOLUME = "203",
YEAR = "2026",
PAGES = "126-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153858"}
@article{bb157973,
AUTHOR = "Li, Y.H. and Ouyang, X.C. and Zhang, J. and Pan, C.F. and Ren, L.F. and Yang, X.",
TITLE = "Beneficial noise learning for open intent classification via
granular-ball representation",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153859"}
@article{bb157974,
AUTHOR = "Li, J.H. and Shi, J.Y. and Li, S. and Chen, Y.",
TITLE = "Dual-aspect synergistic outlier detection with structural deviation
and attribute rarity",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153860"}
@article{bb157975,
AUTHOR = "Blanco, V. and Espejo, I. and Paez, R. and Rodriguez Chia, A.M.",
TITLE = "A mathematical optimization approach to multisphere support vector
data description",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153861"}
@article{bb157976,
AUTHOR = "Su, X. and Yuan, Z. and Huang, W. and Chen, H.M. and Li, Z.",
TITLE = "Fuzzy combination entropy-based outlier detector for heterogeneous
data",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114407",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153862"}
@inproceedings{bb157977,
AUTHOR = "Pandey, S. and Magri, L. and Arrigoni, F. and Golyanik, V.",
TITLE = "Outlier-Robust Multi-Model Fitting on Quantum Annealers",
BOOKTITLE = IMW25,
YEAR = "2025",
PAGES = "2812-2821",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153863"}
@inproceedings{bb157978,
AUTHOR = "Liu, Z.H. and Zhou, K. and Wang, C.S. and Lin, W.Y. and Lu, J.B.",
TITLE = "FlexUOD: The Answer to Real-world Unsupervised Image Outlier
Detection",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15183-15193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153864"}
@inproceedings{bb157979,
AUTHOR = "Pal, J.B. and Welling, S. and Saini, H. and Awate, S.P.",
TITLE = "Reviving Poor Object Segmentations in OOD Medical Images using
Variational-Deep-PCA Modeling on Segmentation Maps with Sampling-Free
Learning",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "9364-9373",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153865"}
@inproceedings{bb157980,
AUTHOR = "Buschmann, B. and Dogaru, A. and Eisemann, E. and Weinmann, M. and Egger, B.",
TITLE = "Ranrac: Robust Neural Scene Representations via Random Ray Consensus",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVI: 126-143",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153866"}
@inproceedings{bb157981,
AUTHOR = "Liu, Z.H. and Lu, P.Z. and Xie, G.Y. and Lu, Z.C. and Lin, W.Y.",
TITLE = "Rethinking Unsupervised Outlier Detection via Multiple Thresholding",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XVIII: 258-275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153867"}
@inproceedings{bb157982,
AUTHOR = "Salehi, M. and Apostolikas, N. and Gavves, E. and Snoek, C.G.M. and Asano, Y.M.",
TITLE = "Redefining Normal: A Novel Object-level Approach for Multi-object
Novelty Detection",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VI: 445-461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153868"}
@inproceedings{bb157983,
AUTHOR = "Yavuz, M. and Guney, F.",
TITLE = "O1O: Grouping of Known Classes to Identify Unknown Objects as
Odd-one-Out",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "X: 394-410",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153869"}
@inproceedings{bb157984,
AUTHOR = "Chung, H.J. and Ye, J.C.",
TITLE = "Deep Diffusion Image Prior for Efficient OOD Adaptation in 3d Inverse
Problems",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXV: 432-455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153870"}
@inproceedings{bb157985,
AUTHOR = "An, W.Z. and Zhong, W.L. and Jiang, F. and Ma, H. and Huang, J.Z.",
TITLE = "Causal Subgraphs and Information Bottlenecks: Redefining OOD Robustness
in Graph Neural Networks",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXVIII: 473-489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153871"}
@inproceedings{bb157986,
AUTHOR = "Liu, J.H. and Wen, X. and Zhao, S.Z. and Chen, Y.X. and Qi, X.J.",
TITLE = "Can OOD Object Detectors Learn from Foundation Models?",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XII: 213-231",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153872"}
@inproceedings{bb157987,
AUTHOR = "Dereka, S. and Karpukhin, I. and Zhdanov, M. and Kolesnikov, S.",
TITLE = "Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD
Detection, Calibration, and Accuracy",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "437-443",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153873"}
@inproceedings{bb157988,
AUTHOR = "Noohdani, F.H. and Hosseini, P. and Parast, A.Y. and Araghi, H.Y. and Baghshah, M.S.",
TITLE = "Decompose-and-Compose:
A Compositional Approach to Mitigating Spurious Correlation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "27652-27661",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153874"}
@inproceedings{bb157989,
AUTHOR = "Albiero, V. and Mehta, R. and Evtimov, I. and Bell, S. and Sagun, L. and Markosyan, A.",
TITLE = "Confusing Large Models by Confusing Small Models",
BOOKTITLE = OutDistri23,
YEAR = "2023",
PAGES = "4306-4314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153875"}
@inproceedings{bb157990,
AUTHOR = "Jeon, M. and Kang, M. and Lee, J.",
TITLE = "A Unified Framework for Robustness on Diverse Sampling Errors",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1464-1472",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153876"}
@inproceedings{bb157991,
AUTHOR = "Narayanaswamy, V. and Mubarka, Y. and Anirudh, R. and Rajan, D. and Thiagarajan, J.J.",
TITLE = "Exploring Inlier and Outlier Specification for Improved Medical OOD
Detection",
BOOKTITLE = Uncertainty23,
YEAR = "2023",
PAGES = "4591-4600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153877"}
@inproceedings{bb157992,
AUTHOR = "Zhu, F. and Cheng, Z. and Zhang, X.Y. and Liu, C.L.",
TITLE = "OpenMix: Exploring Outlier Samples for Misclassification Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "12074-12083",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153878"}
@inproceedings{bb157993,
AUTHOR = "Madeira, P. and Carreiro, A. and Gaudio, A. and Rosado, L. and Soares, F. and Smailagic, A.",
TITLE = "ZEBRA: Explaining rare cases through outlying interpretable concepts",
BOOKTITLE = XAI4CV23,
YEAR = "2023",
PAGES = "3782-3788",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153879"}
@inproceedings{bb157994,
AUTHOR = "Wang, Z.J. and Luo, Y. and Huang, Z. and Baktashmotlagh, M.",
TITLE = "FFM: Injecting Out-of-Domain Knowledge via Factorized Frequency
Modification",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "4124-4133",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153880"}
@inproceedings{bb157995,
AUTHOR = "Dua, R. and Yang, S. and Li, Y.X. and Choi, E.",
TITLE = "Task Agnostic and Post-hoc Unseen Distribution Detection",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "1350-1359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153881"}
@inproceedings{bb157996,
AUTHOR = "Borlino, F.C. and Bucci, S. and Tommasi, T.",
TITLE = "Semantic Novelty Detection via Relational Reasoning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXV:183-200",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153882"}
@inproceedings{bb157997,
AUTHOR = "Hendrycks, D. and Zou, A. and Mazeika, M. and Tang, L. and Li, B. and Song, D. and Steinhardt, J.",
TITLE = "PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16762-16771",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153883"}
@inproceedings{bb157998,
AUTHOR = "Mao, C.Z. and Xia, K. and Wang, J. and Wang, H. and Yang, J.F. and Bareinboim, E. and Vondrick, C.",
TITLE = "Causal Transportability for Visual Recognition",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7511-7521",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153884"}
@inproceedings{bb157999,
AUTHOR = "Hermann, M. and Goldlucke, B. and Franz, M.O.",
TITLE = "Image Novelty Detection Based on Mean-Shift and Typical Set Size",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "II:755-766",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT153885"}
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