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        AUTHOR = "Tang, K. and Hou, C. and Peng, W.L. and Chen, R. and Zhu, P. and Wang, W.P. and Tian, Z.H.",
        TITLE = "CORES: Convolutional Response-based Score for Out-of-distribution
Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "10916-10925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149404"}

@inproceedings{bb153501,
        AUTHOR = "Zolfi, A. and Amit, G. and Baras, A. and Koda, S. and Morikawa, I. and Elovici, Y. and Shabtai, A.",
        TITLE = "YolOOD: Utilizing Object Detection Concepts for Multi-Label
Out-of-Distribution Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5788-5797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149405"}

@inproceedings{bb153502,
        AUTHOR = "Baek, E. and Park, K. and Kim, J. and Kim, H.S.",
        TITLE = "Unexplored Faces of Robustness and Out-of-Distribution:
Covariate Shifts in Environment and Sensor Domains",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "22294-22303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149406"}

@inproceedings{bb153503,
        AUTHOR = "Krumpl, G. and Avenhaus, H. and Possegger, H. and Bischof, H.",
        TITLE = "ATS: Adaptive Temperature Scaling for Enhancing Out-of-Distribution
Detection Methods",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3852-3861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149407"}

@inproceedings{bb153504,
        AUTHOR = "Kirchheim, K. and Gonschorek, T. and Ortmeier, F.",
        TITLE = "Out-of-Distribution Detection with Logical Reasoning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2111-2120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149408"}

@inproceedings{bb153505,
        AUTHOR = "Qiu, X. and Kan, M. and Zhou, Y.B. and Bi, Y.C. and Shan, S.G.",
        TITLE = "Shape-biased CNNs are Not Always Superior in Out-of-Distribution
Robustness",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2315-2324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149409"}

@inproceedings{bb153506,
        AUTHOR = "Mehta, N. and Liang, K.J. and Huang, J. and Chu, F.J. and Yin, L. and Hassner, T.",
        TITLE = "HyperMix: Out-of-Distribution Detection and Classification in
Few-Shot Settings",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2399-2409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149410"}

@inproceedings{bb153507,
        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#TT149411"}

@inproceedings{bb153508,
        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#TT149412"}

@inproceedings{bb153509,
        AUTHOR = "Noh, S. and Jeong, D. and Lee, J.H.",
        TITLE = "Simple and Effective Out-of-Distribution Detection via Cosine-based
Softmax Loss",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16514-16523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149413"}

@inproceedings{bb153510,
        AUTHOR = "Zou, Y. and Deng, W.J. and Zheng, L.",
        TITLE = "Adaptive Calibrator Ensemble: Navigating Test Set Difficulty in
Out-of-Distribution Scenarios",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19276-19285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149414"}

@inproceedings{bb153511,
        AUTHOR = "Guan, X.Y. and Liu, Z. and Zheng, W.S. and Zhou, Y. and Wang, R.X.",
        TITLE = "Revisit PCA-based technique for Out-of-Distribution Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19374-19382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149415"}

@inproceedings{bb153512,
        AUTHOR = "Li, J.L. and Zhou, X.Y. and Guo, P. and Sun, Y.X. and Huang, Y.W. and Ge, W.F. and Zhang, W.Q.",
        TITLE = "Hierarchical Visual Categories Modeling: A Joint Representation
Learning and Density Estimation Framework for Out-of-Distribution
Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "23368-23378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149416"}

@inproceedings{bb153513,
        AUTHOR = "Wilson, S. and Fischer, T. and Dayoub, F. and Miller, D. and Sunderhauf, N.",
        TITLE = "SAFE: Sensitivity-Aware Features for Out-of-Distribution Object
Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "23508-23519",
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@inproceedings{bb153514,
        AUTHOR = "Aguilar, E. and Raducanu, B. and Radeva, P. and van de Weijer, J.",
        TITLE = "Continual Evidential Deep Learning for Out-of-Distribution Detection",
        BOOKTITLE = VCL23,
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        PAGES = "3436-3446",
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@inproceedings{bb153515,
        AUTHOR = "Ojaswee and Agarwal, A. and Ratha, N.",
        TITLE = "Benchmarking Image Classifiers for Physical Out-of-Distribution
Examples Detection",
        BOOKTITLE = OutDistri23,
        YEAR = "2023",
        PAGES = "4429-4437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149419"}

@inproceedings{bb153516,
        AUTHOR = "Cultrera, L. and Seidenari, L. and del Bimbo, A.",
        TITLE = "Leveraging Visual Attention for out-of-distribution Detection",
        BOOKTITLE = OutDistri23,
        YEAR = "2023",
        PAGES = "4449-4458",
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@inproceedings{bb153517,
        AUTHOR = "Galesso, S. and Argus, M. and Brox, T.",
        TITLE = "Far Away in the Deep Space: Dense Nearest-Neighbor-Based
Out-of-Distribution Detection",
        BOOKTITLE = Uncertainty23,
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        PAGES = "4479-4489",
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@inproceedings{bb153518,
        AUTHOR = "Hammam, A. and Bonarens, F. and Ghobadi, S.E. and Stiller, C.",
        TITLE = "Identifying Out-of-Domain Objects with Dirichlet Deep Neural Networks",
        BOOKTITLE = Uncertainty23,
        YEAR = "2023",
        PAGES = "4562-4571",
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@inproceedings{bb153519,
        AUTHOR = "Averly, R. and Chao, W.L.",
        TITLE = "Unified Out-Of-Distribution Detection: A Model-Specific Perspective",
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@inproceedings{bb153520,
        AUTHOR = "Park, J. and Chai, J.C.L. and Yoon, J. and Teoh, A.B.J.",
        TITLE = "Understanding the Feature Norm for Out-of-Distribution Detection",
        BOOKTITLE = ICCV23,
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        PAGES = "1557-1567",
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@inproceedings{bb153521,
        AUTHOR = "Park, J. and Jung, Y.G. and Teoh, A.B.J.",
        TITLE = "Nearest Neighbor Guidance for Out-of-Distribution Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1686-1695",
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@inproceedings{bb153522,
        AUTHOR = "Mukhoti, J. and Lin, T.Y. and Chen, B.C. and Shah, A. and Torr, P.H.S. and Dokania, P.K. and Lim, S.N.",
        TITLE = "Raising the Bar on the Evaluation of Out-of-Distribution Detection",
        BOOKTITLE = OutDistri23,
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@inproceedings{bb153523,
        AUTHOR = "Tomas, V. and Sochman, J. and Aljundi, R. and Matas, J.",
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@inproceedings{bb153524,
        AUTHOR = "Martins, N.P. and Kalaidzidis, Y. and Zerial, M. and Jug, F.",
        TITLE = "DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data
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@inproceedings{bb153525,
        AUTHOR = "Wu, A. and Chen, D. and Deng, C.",
        TITLE = "Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution
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@inproceedings{bb153526,
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@inproceedings{bb153527,
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@inproceedings{bb153528,
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@inproceedings{bb153529,
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@inproceedings{bb153530,
        AUTHOR = "Wu, Y.F. and Dai, S.M. and Pan, D.Y. and Li, X.Q.",
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@inproceedings{bb153531,
        AUTHOR = "Tang, K. and Cai, X.J. and Peng, W.L. and Li, S.D. and Wang, W.P.",
        TITLE = "OOD Attack: Generating Overconfident out-of-Distribution Examples to
Fool Deep Neural Classifiers",
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@inproceedings{bb153532,
        AUTHOR = "Kang, D. and Kang, S. and Kim, D. and Song, B.C.",
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Multi-Modal Emotion Recognition",
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@inproceedings{bb153533,
        AUTHOR = "Yu, J.C. and Liang, J. and He, R.",
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@inproceedings{bb153534,
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@inproceedings{bb153535,
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@inproceedings{bb153536,
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@inproceedings{bb153537,
        AUTHOR = "Yu, R. and Liu, S. and Yang, X.Y. and Wang, X.C.",
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@inproceedings{bb153538,
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@inproceedings{bb153539,
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@inproceedings{bb153540,
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@inproceedings{bb153541,
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@inproceedings{bb153542,
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@inproceedings{bb153543,
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@inproceedings{bb153545,
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@inproceedings{bb153547,
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@inproceedings{bb153555,
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@inproceedings{bb153556,
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@inproceedings{bb153557,
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@inproceedings{bb153558,
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        TITLE = "Task Agnostic and Post-hoc Unseen Distribution Detection",
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        YEAR = "2023",
        PAGES = "1350-1359",
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@inproceedings{bb153559,
        AUTHOR = "Zhang, J.Y. and Inkawhich, N. and Linderman, R. and Chen, Y.R. and Li, H.",
        TITLE = "Mixture Outlier Exposure: Towards Out-of-Distribution Detection in
Fine-grained Environments",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5520-5529",
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@inproceedings{bb153560,
        AUTHOR = "Osada, G. and Takahashi, T. and Ahsan, B. and Nishide, T.",
        TITLE = "Out-of-Distribution Detection with Reconstruction Error and
Typicality-based Penalty",
        BOOKTITLE = WACV23,
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        PAGES = "5540-5552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149464"}

@inproceedings{bb153561,
        AUTHOR = "Cai, M. and Li, Y.X.",
        TITLE = "Out-of-distribution Detection via Frequency-regularized Generative
Models",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5510-5519",
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@inproceedings{bb153562,
        AUTHOR = "Wilson, S. and Fischer, T. and Sunderhauf, N. and Dayoub, F.",
        TITLE = "Hyperdimensional Feature Fusion for Out-of-Distribution Detection",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2643-2653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149466"}

@inproceedings{bb153563,
        AUTHOR = "Hornauer, J. and Belagiannis, V.",
        TITLE = "Heatmap-based Out-of-Distribution Detection",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2602-2611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149467"}

@inproceedings{bb153564,
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        TITLE = "Self-supervised Out-of-Distribution Detection with Dynamic Latent Scale
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        BOOKTITLE = SSSPR22,
        YEAR = "2022",
        PAGES = "113-121",
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@inproceedings{bb153565,
        AUTHOR = "Fan, J.W. and Ou, Z.H. and Yu, X. and Yang, J.W. and Wang, S. and Kang, X.Y. and Zhang, H.X. and Song, M.",
        TITLE = "Episodic Projection Network for Out-of-Distribution Detection in
Few-shot Learning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3076-3082",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149469"}

@inproceedings{bb153566,
        AUTHOR = "Sun, Y.Y. and Li, Y.X.",
        TITLE = "DICE: Leveraging Sparsification for Out-of-Distribution Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:691-708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149470"}

@inproceedings{bb153567,
        AUTHOR = "Gao, R. and Zhao, C.C. and Hong, L.Q. and Xu, Q.",
        TITLE = "DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection
using Pre-trained Diffusion Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1579-1589",
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@inproceedings{bb153568,
        AUTHOR = "Yang, Y.J. and Gao, R. and Xu, Q.",
        TITLE = "Out-of-Distribution Detection with Semantic Mismatch Under Masking",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:373-390",
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@inproceedings{bb153569,
        AUTHOR = "Pei, S. and Zhang, X. and Fan, B. and Meng, G.F.",
        TITLE = "Out-of-distribution Detection with Boundary Aware Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:235-251",
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@inproceedings{bb153570,
        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",
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@inproceedings{bb153571,
        AUTHOR = "Qi, J.X. and Tang, K. and Sun, Q. and Hua, X.S. and Zhang, H.W.",
        TITLE = "Class Is Invariant to Context and Vice Versa: On Learning Invariance
for Out-Of-Distribution Generalization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXV:92-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149475"}

@inproceedings{bb153572,
        AUTHOR = "Doorenbos, L. and Sznitman, R. and Marquez Neila, P.",
        TITLE = "Learning Non-Linear Invariants for Unsupervised Out-of-distribution
Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LII: 310-327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149476"}

@inproceedings{bb153573,
        AUTHOR = "Doorenbos, L. and Sznitman, R. and Marquez Neila, P.",
        TITLE = "Data Invariants to Understand Unsupervised Out-of-Distribution
Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXI:133-150",
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@inproceedings{bb153574,
        AUTHOR = "Albert, P. and Arazo, E. and O'Connor, N.E. and McGuinness, K.",
        TITLE = "Embedding Contrastive Unsupervised Features to Cluster In- And
Out-of-Distribution Noise in Corrupted Image Datasets",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXI:402-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149478"}

@inproceedings{bb153575,
        AUTHOR = "Ossonce, M. and Alberge, F. and Duhamel, P.",
        TITLE = "Joint Classification and out-of-Distribution Detection Based on
Structured Latent Space of Variational Auto-Encoders",
        BOOKTITLE = ICIP22,
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        PAGES = "1201-1205",
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@inproceedings{bb153576,
        AUTHOR = "Benkert, R. and Prabhushankar, M. and Al Regib, G.",
        TITLE = "Forgetful Active Learning with Switch Events:
Efficient Sampling for Out-of-Distribution Data",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2196-2200",
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@inproceedings{bb153577,
        AUTHOR = "Boonlia, H. and Dam, T. and Ferdaus, M.M. and Anavatti, S.G. and Mullick, A.",
        TITLE = "Improving Self-Supervised Learning for Out-Of-Distribution Task via
Auxiliary Classifier",
        BOOKTITLE = ICIP22,
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@inproceedings{bb153578,
        AUTHOR = "Mukai, K. and Kumano, S. and Yamasaki, T.",
        TITLE = "Improving Robustness to out-of-Distribution Data by Frequency-Based
Augmentation",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb153579,
        AUTHOR = "Li, R. and Zhang, C.Y. and Zhou, H. and Shi, C. and Luo, Y.",
        TITLE = "Out-of-Distribution Identification: Let Detector Tell Which I Am Not
Sure",
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        PAGES = "X:638-654",
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@inproceedings{bb153580,
        AUTHOR = "Ndiour, I.J. and Ahuja, N.A. and Tickoo, O.",
        TITLE = "Subspace Modeling for Fast Out-Of-Distribution and Anomaly Detection",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb153581,
        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",
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@inproceedings{bb153582,
        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",
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        YEAR = "2022",
        PAGES = "7511-7521",
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@inproceedings{bb153583,
        AUTHOR = "Wang, H.Q. and Li, Z.Z. and Feng, L. and Zhang, W.",
        TITLE = "ViM: Out-Of-Distribution with Virtual-Logit Matching",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "4911-4920",
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@inproceedings{bb153584,
        AUTHOR = "Sun, Z. and Shen, F.M. and Huang, D. and Wang, Q. and Shu, X.B. and Yao, Y.Z. and Tang, J.H.",
        TITLE = "PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction",
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        YEAR = "2022",
        PAGES = "5301-5310",
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@inproceedings{bb153585,
        AUTHOR = "Zhou, Y.",
        TITLE = "Rethinking Reconstruction Autoencoder-Based Out-of-Distribution
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        PAGES = "7369-7377",
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@inproceedings{bb153586,
        AUTHOR = "Dong, X. and Guo, J.F. and Li, A. and Ting, W.T. and Liu, C. and Kung, H.T.",
        TITLE = "Neural Mean Discrepancy for Efficient Out-of-Distribution Detection",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "19195-19205",
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@inproceedings{bb153587,
        AUTHOR = "Khalid, U. and Esmaeili, A. and Karim, N. and Rahnavard, N.",
        TITLE = "RODD: A Self-Supervised Approach for Robust Out-of-Distribution
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        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "163-170",
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@inproceedings{bb153588,
        AUTHOR = "Guarrera, M. and Jin, B. and Lin, T.W. and Zuluaga, M.A. and Chen, Y.X. and Sangiovanni Vincentelli, A.",
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        BOOKTITLE = FaDE-TCV22,
        YEAR = "2022",
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@inproceedings{bb153589,
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        TITLE = "Deep Hybrid Models for Out-of-Distribution Detection",
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@inproceedings{bb153590,
        AUTHOR = "Wang, R.Y. and Yi, M.Y. and Chen, Z.T. and Zhu, S.Y.",
        TITLE = "Out-of-distribution Generalization with Causal Invariant
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        BOOKTITLE = CVPR22,
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        PAGES = "375-385",
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@inproceedings{bb153591,
        AUTHOR = "Hermann, M. and Goldlucke, B. and Franz, M.O.",
        TITLE = "Image Novelty Detection Based on Mean-Shift and Typical Set Size",
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        YEAR = "2022",
        PAGES = "II:755-766",
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@inproceedings{bb153592,
        AUTHOR = "Germi, S.B. and Rahtu, E.",
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        PAGES = "I:621-632",
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@inproceedings{bb153593,
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        PAGES = "III:15-26",
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@inproceedings{bb153594,
        AUTHOR = "Bai, Y.B. and Liu, T.L.",
        TITLE = "Me-Momentum:
Extracting Hard Confident Examples from Noisily Labeled Data",
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        YEAR = "2021",
        PAGES = "9292-9301",
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@inproceedings{bb153595,
        AUTHOR = "Wang, T. and Zhou, C. and Sun, Q. and Zhang, H.W.",
        TITLE = "Causal Attention for Unbiased Visual Recognition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
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@inproceedings{bb153596,
        AUTHOR = "Huang, J.K. and Fang, C.W. and Chen, W.K. and Chai, Z.H. and Wei, X.L. and Wei, P.X. and Lin, L. and Li, G.B.",
        TITLE = "Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for
Open-Set Semi-Supervised Learning",
        BOOKTITLE = ICCV21,
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        PAGES = "8290-8299",
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@inproceedings{bb153597,
        AUTHOR = "Chan, R. and Rottmann, M. and Gottschalk, H.",
        TITLE = "Entropy Maximization and Meta Classification for Out-of-Distribution
Detection in Semantic Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5108-5117",
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@inproceedings{bb153598,
        AUTHOR = "Yang, J.K. and Wang, H.Q. and Feng, L.T. and Yan, X.P. and Zheng, H. and Zhang, W. and Liu, Z.W.",
        TITLE = "Semantically Coherent Out-of-Distribution Detection",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8281-8289",
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@inproceedings{bb153599,
        AUTHOR = "Bai, H.Y. and Zhou, F.W. and Hong, L.Q. and Ye, N.Y. and Chan, S. .H.G. and Li, Z.G.",
        TITLE = "NAS-OoD: Neural Architecture Search for Out-of-Distribution
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        BOOKTITLE = ICCV21,
        YEAR = "2021",
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