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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153546"}
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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,
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YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "3586-3596",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153547"}
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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/pattern635ood3.html#TT153548"}
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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
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JOURNAL = PAMI,
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PAGES = "5434-5444",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153549"}
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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",
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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,
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YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "3839-3857",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153551"}
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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,
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MONTH = "November",
PAGES = "9673-9687",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153552"}
@inproceedings{bb157665,
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/pattern635ood3.html#TT153553"}
@article{bb157666,
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
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153554"}
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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/pattern635ood3.html#TT153555"}
@article{bb157668,
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/pattern635ood3.html#TT153556"}
@article{bb157669,
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/pattern635ood3.html#TT153557"}
@article{bb157670,
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/pattern635ood3.html#TT153558"}
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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/pattern635ood3.html#TT153559"}
@article{bb157672,
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/pattern635ood3.html#TT153560"}
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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/pattern635ood3.html#TT153561"}
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AUTHOR = "Zhang, H. and Zhou, Q. and Xu, H. and Su, J.H. and Evans, R. and Gao, K.",
TITLE = "Multimodal Classification and Out-of-Distribution Detection for
Multimodal Intent Understanding",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9887-9901",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153562"}
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AUTHOR = "Zhang, Y.F. and Wang, X. and Zhou, T. and Yuan, K. and Zhang, Z. and Wang, L. and Jin, R.",
TITLE = "Model-Free Test Time Adaptation for Out-of-Distribution Detection",
JOURNAL = PAMI,
VOLUME = "48",
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NUMBER = "2",
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PAGES = "1542-1553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153563"}
@article{bb157676,
AUTHOR = "Maldonado, C. and Valle, C. and Allende, H.",
TITLE = "Bimodal beta mixture distribution for enhanced OOD
inner-differentiation in multi-class text classification",
JOURNAL = PRL,
VOLUME = "200",
YEAR = "2026",
PAGES = "158-164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153564"}
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AUTHOR = "Wen, J. and Liu, Y.C. and Huang, C. and Liu, C.L. and Xu, Y. and Cao, X.C.",
TITLE = "Causal Interventional Prompt Tuning for Few-Shot Out-of-Distribution
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JOURNAL = PAMI,
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YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1978-1991",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153565"}
@article{bb157678,
AUTHOR = "Zhu, L. and Yin, W.H. and Yang, Y. and Wu, Y.F. and Gu, Q.Y. and Wang, X. and Zhou, C.H. and Ye, N.",
TITLE = "CFSM: A Novel Causal Feature Selection Module for Two-Dimensional
Out-of-Distribution Generalization",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1590-1607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153566"}
@article{bb157679,
AUTHOR = "Ye, N.Y. and Li, K. and Wu, F. and Zhou, J.D. and Bai, H.Y. and Yu, R.P. and Hong, L.Q. and Zhou, F.W. and Li, Z.G. and Zhu, J. and Wang, X.B. and Zhou, C.H.",
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Out-of-Distribution Generalization",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "2566-2580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153567"}
@inproceedings{bb157680,
AUTHOR = "Ye, N.Y. and Li, K. and Bai, H.Y. and Yu, R.P. and Hong, L.Q. and Zhou, F.W. and Li, Z.G. and Zhu, J.",
TITLE = "OoD-Bench: Quantifying and Understanding Two Dimensions of
Out-of-Distribution Generalization",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7937-7948",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153568"}
@article{bb157681,
AUTHOR = "Wang, X. and Li, H.Y. and Zhang, Z.Y. and Chen, H.B. and Xiao, T. and Li, K. and Zhu, W.W.",
TITLE = "Uncertainty-Aware Disentangled Dynamic Graph Attention Network for
Out-of-Distribution Generalization",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "2200-2220",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153569"}
@article{bb157682,
AUTHOR = "Sun, Q.Y. and Luo, J.Y. and Yuan, H.N. and Fu, X.C. and Peng, H. and Li, J.X. and Yu, P.S.",
TITLE = "Evolving Graph Learning for Out-of-Distribution Generalization in
Non-Stationary Environments",
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NUMBER = "3",
MONTH = "March",
PAGES = "2714-2730",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153570"}
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AUTHOR = "Ma, X.S. and Wu, J. and Zou, X. and Liu, W.W.",
TITLE = "A Unified Decision Rule for Generalized Out-of-Distribution Detection",
JOURNAL = PAMI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153571"}
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AUTHOR = "Wu, T.S. and Lyu, S.H. and Wang, Y.Y. and Chen, N. and Qu, Z.H. and Ye, B.",
TITLE = "Compressing model with few class-imbalance samples:
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YEAR = "2026",
PAGES = "117-124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153572"}
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AUTHOR = "Jung, M.C. and Dipnall, J. and Gabbe, B. and Zhao, H.",
TITLE = "Near OOD Detection for Vision-Language Prompt Learning with Contrastive
Logit Score",
JOURNAL = IJCV,
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NUMBER = "4",
MONTH = "April",
PAGES = "187",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153573"}
@article{bb157686,
AUTHOR = "Lind, S.K. and Triebel, R. and Kruger, V.",
TITLE = "GPify: Leveraging the Combined Strength of Normalizing Flow and Softmax
For an Out-of-Distribution aware Confidence Score",
JOURNAL = IJCV,
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NUMBER = "4",
MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153574"}
@article{bb157687,
AUTHOR = "Lan, L. and Hu, Z.H. and Li, H. and Liu, T.L. and Liu, X.W.",
TITLE = "C-WOE: Clustering for Out-of-Distribution Detection Learning With
Wild Outlier Exposure",
JOURNAL = IP,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153575"}
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AUTHOR = "Yu, H.R. and Liu, W.F. and Wang, Y.J. and Liu, B. and Tao, D.P. and Chen, H.L.",
TITLE = "Causal-guided strength differential independence sample weighting for
out-of-distribution generalization",
JOURNAL = PR,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153576"}
@article{bb157689,
AUTHOR = "Yin, Z. and Wang, Z.H. and Liu, H.Y. and Li, C.L. and Yao, M. and Li, S.J. and Li, F.J. and Ren, J. and Yang, Y.C.",
TITLE = "PUA: Pseudo-features made useful again for robust graph node
classification under distribution shift",
JOURNAL = PR,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153577"}
@article{bb157690,
AUTHOR = "Kasarla, T. and van Spengler, M. and Mettes, P.S.",
TITLE = "Balanced Hyperbolic Embeddings Are Natural Out-of-Distribution
Detectors",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "202",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153578"}
@article{bb157691,
AUTHOR = "Yang, Y.H. and Yang, M. and Li, J.H. and Wang, H. and Deng, C. and Zhu, H.Y.",
TITLE = "Counterfactual Risk Minimization for Out-of-Distribution
Generalization",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "4253-4268",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153579"}
@article{bb157692,
AUTHOR = "Sevillano Garcia, I. and Luengo, J. and Herrera, F.",
TITLE = "STOOD-X: Explainable out-of-distribution detection via nonparametric
statistical testing on large-scale datasets",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153580"}
@article{bb157693,
AUTHOR = "Zhang, C. and Wang, W. and Zhao, Y. and Sebe, N. and Song, Y.",
TITLE = "Sharpness-Aware Fine-Tuning for OOD Detection",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "4064-4077",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153581"}
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AUTHOR = "Azzopardi, G. and Esposito, S. and Greco, A. and Vento, M.",
TITLE = "ShapeBlend: Boosting out-of-distribution robustness in image
classification via shape-based blending augmentation",
JOURNAL = CVIU,
VOLUME = "268",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153582"}
@article{bb157695,
AUTHOR = "Hu, Z.H. and Wang, Q.Z. and Liu, X.W. and Lan, L. and Han, B.",
TITLE = "On the Two Facets to Conquer Wild Out-of-Distribution Detection",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "8060-8074",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153583"}
@article{bb157696,
AUTHOR = "Han, R.S. and Zhang, J.H. and Zhang, G.F. and Cheng, M.Y. and Zhang, C.Q. and Han, Z.",
TITLE = "Retrieval-augmented prompt for out-of-distribution detection",
JOURNAL = PR,
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AUTHOR = "Lu, X.H. and Lai, R. and Wu, Y.Q. and Chen, K.H. and Dai, Z.M. and Zheng, W.S. and Wang, R.X.",
TITLE = "PLNK: Prompt Learning With Neutral Knowledge for Few-Shot
Out-of-Distribution Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "9518-9532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153585"}
@article{bb157698,
AUTHOR = "Vojir, T. and Sochman, J. and Matas, J.G.",
TITLE = "PixOOD: Pixel-Level Out-of-Distribution Detection",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "10682-10694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153586"}
@inproceedings{bb157699,
AUTHOR = "Matas, J.G. and Sochman, J. and Vojir, T.",
TITLE = "PixOOD: Pixel-Level Out-of-Distribution Detection",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LX: 93-109",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT153586"}
Last update:Sep 30, 2026 at 11:45:00