@inproceedings{bb153000,
        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#TT148904"}

@inproceedings{bb153001,
        AUTHOR = "Botschen, T. and Kirchheim, K. and Ortmeier, F.",
        TITLE = "Out-of-Distribution Detection with Adversarial Outlier Exposure",
        BOOKTITLE = SAIAD25,
        YEAR = "2025",
        PAGES = "4391-4400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148905"}

@inproceedings{bb153002,
        AUTHOR = "Schmidt, S. and Schenk, L. and Schwinn, L. and Gunnemann, S.",
        TITLE = "Joint Out-of-Distribution Filtering and Data Discovery Active
Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25677-25687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148906"}

@inproceedings{bb153003,
        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#TT148907"}

@inproceedings{bb153004,
        AUTHOR = "Gutbrod, M. and Rauber, D. and Nunes, D.W. and Palm, C.",
        TITLE = "OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution
Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25874-25886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148908"}

@inproceedings{bb153005,
        AUTHOR = "Chen, Q. and Ding, H.",
        TITLE = "Dual Energy-Based Model with Open-World Uncertainty Estimation for
Out-of-distribution Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25728-25737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148909"}

@inproceedings{bb153006,
        AUTHOR = "Yang, Y.F. and Zhu, L. and Sun, Z. and Liu, H. and Gu, Q.Y. and Ye, N.",
        TITLE = "OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30630-30639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148910"}

@inproceedings{bb153007,
        AUTHOR = "Ye, C.K. and Tsuchida, R. and Petersson, L. and Barnes, N.M.",
        TITLE = "Open Set Label Shift with Test Time Out-of-Distribution Reference",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30619-30629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148911"}

@inproceedings{bb153008,
        AUTHOR = "Kim, J. and Hwang, S.",
        TITLE = "Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal
Representations",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "29979-29988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148912"}

@inproceedings{bb153009,
        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#TT148913"}

@inproceedings{bb153010,
        AUTHOR = "Karunanayake, N. and Seneviratne, S. and Chawla, S.",
        TITLE = "CRAFT: Class Ranking Aware Fine-Tuning for Enhanced
Out-of-Distribution Detection",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4119-4128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148914"}

@inproceedings{bb153011,
        AUTHOR = "Zhdanov, M. and Dereka, S. and Kolesnikov, S.",
        TITLE = "Identity Curvature Laplace Approximation for Improved
Out-of-Distribution Detection",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7019-7028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148915"}

@inproceedings{bb153012,
        AUTHOR = "Udayangani, N. and Dolatabadi, H.M. and Erfani, S. and Leckie, C.",
        TITLE = "Exploiting Inter-Sample Information for Long-Tailed
Out-of-Distribution Detection",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8546-8555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148916"}

@inproceedings{bb153013,
        AUTHOR = "Sinhamahapatra, P. and Schwaiger, F. and Bose, S. and Wang, H.Y. and Roscher, K. and Gunnemann, S.",
        TITLE = "Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of
Out-of-Distribution Objects Using Prototypes",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8474-8483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148917"}

@inproceedings{bb153014,
        AUTHOR = "Fu, H. and Patel, N. and Krishnamurthy, P. and Khorrami, F.",
        TITLE = "CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "5346-5355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148918"}

@inproceedings{bb153015,
        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#TT148919"}

@inproceedings{bb153016,
        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#TT148920"}

@inproceedings{bb153017,
        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#TT148921"}

@inproceedings{bb153018,
        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#TT148922"}

@inproceedings{bb153019,
        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#TT148923"}

@inproceedings{bb153020,
        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#TT148924"}

@inproceedings{bb153021,
        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#TT148925"}

@inproceedings{bb153022,
        AUTHOR = "Bonato, J. and Cotogni, M. and Sabetta, L.",
        TITLE = "Is Retain Set All You Need in Machine Unlearning? Restoring Performance
of Unlearned Models with Out-of-distribution Images",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "I: 1-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148926"}

@inproceedings{bb153023,
        AUTHOR = "Sharifi, S. and Entesari, T. and Safaei, B. and Patel, V.M. and Fazlyab, M.",
        TITLE = "Gradient-regularized Out-of-distribution Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIII: 459-478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148927"}

@inproceedings{bb153024,
        AUTHOR = "Aathreya, S. and Canavan, S.",
        TITLE = "FLOWCON: Out-of-distribution Detection Using Flow-based Contrastive
Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XVI: 192-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148928"}

@inproceedings{bb153025,
        AUTHOR = "Hu, J.J. and Liu, W.R. and Chang, H. and Ma, B.P. and Shan, S.G. and Chen, X.L.",
        TITLE = "An Information Theoretical View for Out-of-distribution Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LV: 418-435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148929"}

@inproceedings{bb153026,
        AUTHOR = "Vojir, T. and Sochman, J. and Matas, J.G.",
        TITLE = "Pixood: Pixel-level Out-of-distribution Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LX: 93-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148930"}

@inproceedings{bb153027,
        AUTHOR = "Wallin, E. and Svensson, L. and Kahl, F. and Hammarstrand, L.",
        TITLE = "Prosub: Probabilistic Open-set Semi-supervised Learning with
Subspace-based Out-of-distribution Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXI: 129-147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148931"}

@inproceedings{bb153028,
        AUTHOR = "Nguyen, B. and Uhlich, S. and Cardinaux, F. and Mauch, L. and Edraki, M. and Courville, A.",
        TITLE = "Saft: Towards Out-of-distribution Generalization in Fine-tuning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXIX: 138-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148932"}

@inproceedings{bb153029,
        AUTHOR = "Liu, X.X. and Zach, C.",
        TITLE = "Tag: Text Prompt Augmentation for Zero-shot Out-of-distribution
Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXIII: 364-380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148933"}

@inproceedings{bb153030,
        AUTHOR = "Galesso, S. and Schroppel, P. and Driss, H. and Brox, T.",
        TITLE = "Diffusion for Out-of-distribution Detection on Road Scenes and Beyond",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXIV: 110-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148934"}

@inproceedings{bb153031,
        AUTHOR = "Jung, Y.G. and Park, J. and Dong, X. and Park, H. and Teoh, A.B.J. and Camps, O.",
        TITLE = "Face Reconstruction Transfer Attack as Out-of-distribution
Generalization",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXV: 396-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148935"}

@inproceedings{bb153032,
        AUTHOR = "Zhang, Y.B. and Zhu, W.J. and He, C.H. and Zhang, L.",
        TITLE = "LAPT: Label-driven Automated Prompt Tuning for OOD Detection with
Vision-language Models",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXII: 271-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148936"}

@inproceedings{bb153033,
        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#TT148937"}

@inproceedings{bb153034,
        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#TT148938"}

@inproceedings{bb153035,
        AUTHOR = "Xue, F. and He, Z. and Zhang, Y. and Xie, C.L. and Li, Z.G. and Tan, F.",
        TITLE = "Enhancing the Power of OOD Detection via Sample-Aware Model Selection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "17148-17157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148939"}

@inproceedings{bb153036,
        AUTHOR = "Le Bellier, G. and Audebert, N.",
        TITLE = "Detecting Out-Of-Distribution Earth Observation Images with Diffusion
Models",
        BOOKTITLE = EarthVision24,
        YEAR = "2024",
        PAGES = "481-491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148940"}

@inproceedings{bb153037,
        AUTHOR = "Kaushik, P. and Kortylewski, A. and Yuille, A.L.",
        TITLE = "A Bayesian Approach to OOD Robustness in Image Classification",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "17459-17469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148941"}

@inproceedings{bb153038,
        AUTHOR = "Piao, Y.H. and Lee, S. and Lu, Y.X. and Kim, S.",
        TITLE = "Improving Out-of-Distribution Generalization in Graphs via
Hierarchical Semantic Environments",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27621-27630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148942"}

@inproceedings{bb153039,
        AUTHOR = "Song, Q.Y. and Lin, W. and Wang, J.C. and Xu, H.",
        TITLE = "Towards Robust Learning to Optimize with Theoretical Guarantees",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27488-27496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148943"}

@inproceedings{bb153040,
        AUTHOR = "Regmi, S. and Panthi, B. and Ming, Y.F. and Gyawali, P.K. and Stoyanov, D. and Bhattarai, B.",
        TITLE = "ReweightOOD: Loss Reweighting for Distance-based OOD Detection",
        BOOKTITLE = FaDE-TCV24,
        YEAR = "2024",
        PAGES = "131-141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148944"}

@inproceedings{bb153041,
        AUTHOR = "Regmi, S. and Panthi, B. and Dotel, S. and Gyawali, P.K. and Stoyanov, D. and Bhattarai, B.",
        TITLE = "T2FNorm: Train-time Feature Normalization for OOD Detection in Image
Classification",
        BOOKTITLE = FaDE-TCV24,
        YEAR = "2024",
        PAGES = "153-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148945"}

@inproceedings{bb153042,
        AUTHOR = "Qutub, S.S. and Paulitsch, M. and Scholl, K.U. and Cihangir, N.K. and Hagn, K. and Oboril, F. and Hinz, G. and Knoll, A.",
        TITLE = "Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution
Detection using Budding Ensemble Architecture for Object Detection",
        BOOKTITLE = SAIAD24,
        YEAR = "2024",
        PAGES = "3502-3511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148946"}

@inproceedings{bb153043,
        AUTHOR = "Hogeweg, L.E. and Gangireddy, R. and Brunink, D. and Kalkman, V.J. and Cornelissen, L. and Kamminga, J.W.",
        TITLE = "COOD: Combined out-of-distribution detection using multiple measures
for anomaly & novel class detection in large-scale hierarchical
classification",
        BOOKTITLE = VAND24,
        YEAR = "2024",
        PAGES = "3971-3980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148947"}

@inproceedings{bb153044,
        AUTHOR = "Choi, D. and Na, D.B.",
        TITLE = "DMR: Disentangling Marginal Representations for Out-of-Distribution
Detection",
        BOOKTITLE = VAND24,
        YEAR = "2024",
        PAGES = "4032-4041",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148948"}

@inproceedings{bb153045,
        AUTHOR = "Liao, C. and Tsiligkaridis, T. and Kulis, B.",
        TITLE = "Descriptor and Word Soups Q: Overcoming the Parameter Efficiency
Accuracy Tradeoff for Out-of-Distribution Few-shot Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27005-27015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148949"}

@inproceedings{bb153046,
        AUTHOR = "Yuan, Y. and He, R.D. and Dong, Y.C. and Han, Z.Y. and Yin, Y.L.",
        TITLE = "Discriminability-Driven Channel Selection for Out-of-Distribution
Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "26171-26180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148950"}

@inproceedings{bb153047,
        AUTHOR = "Fan, K. and Liu, T. and Qiu, X.Y. and Wang, Y.K. and Huai, L. and Shangguan, Z. and Gou, S. and Liu, F.J. and Fu, Y.Q. and Fu, Y.W. and Jiang, X.Q.",
        TITLE = "Test-Time Linear Out-of-Distribution Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23752-23761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148951"}

@inproceedings{bb153048,
        AUTHOR = "Humblot Renaux, G. and Escalera, S. and Moeslund, T.B.",
        TITLE = "A Noisy Elephant in the Room: Is Your out-of-Distribution Detector
Robust to Label Noise?",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "22626-22636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148952"}

@inproceedings{bb153049,
        AUTHOR = "Li, T.Q. and Pang, G.S. and Bai, X. and Miao, W.J. and Zheng, J.",
        TITLE = "Learning Transferable Negative Prompts for Out-of-Distribution
Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "17584-17594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148953"}

@inproceedings{bb153050,
        AUTHOR = "Bai, Y.C. and Han, Z. and Cao, B. and Jiang, X.H. and Hu, Q.H. and Zhang, C.Q.",
        TITLE = "ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "17480-17489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148954"}

@inproceedings{bb153051,
        AUTHOR = "Xiao, Z. and Shen, J.Y. and Derakhshani, M.M. and Liao, S.C. and Snoek, C.G.M.",
        TITLE = "Any-Shift Prompting for Generalization Over Distributions",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13849-13860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148955"}

@inproceedings{bb153052,
        AUTHOR = "Yang, Y.W. and Liu, A.Z. and Wolfe, R. and Caliskan, A. and Howe, B.",
        TITLE = "Label-Efficient Group Robustness via Out-of-Distribution Concept
Curation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12426-12434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148956"}

@inproceedings{bb153053,
        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#TT148957"}

@inproceedings{bb153054,
        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#TT148958"}

@inproceedings{bb153055,
        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#TT148959"}

@inproceedings{bb153056,
        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#TT148960"}

@inproceedings{bb153057,
        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#TT148961"}

@inproceedings{bb153058,
        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#TT148962"}

@inproceedings{bb153059,
        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#TT148963"}

@inproceedings{bb153060,
        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#TT148964"}

@inproceedings{bb153061,
        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#TT148965"}

@inproceedings{bb153062,
        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#TT148966"}

@inproceedings{bb153063,
        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#TT148967"}

@inproceedings{bb153064,
        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#TT148968"}

@inproceedings{bb153065,
        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#TT148969"}

@inproceedings{bb153066,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148970"}

@inproceedings{bb153067,
        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,
        YEAR = "2023",
        PAGES = "3436-3446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148971"}

@inproceedings{bb153068,
        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#TT148972"}

@inproceedings{bb153069,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148973"}

@inproceedings{bb153070,
        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,
        YEAR = "2023",
        PAGES = "4479-4489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148974"}

@inproceedings{bb153071,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148975"}

@inproceedings{bb153072,
        AUTHOR = "Averly, R. and Chao, W.L.",
        TITLE = "Unified Out-Of-Distribution Detection: A Model-Specific Perspective",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1453-1463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148976"}

@inproceedings{bb153073,
        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,
        YEAR = "2023",
        PAGES = "1557-1567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148977"}

@inproceedings{bb153074,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148978"}

@inproceedings{bb153075,
        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,
        YEAR = "2023",
        PAGES = "4367-4377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148979"}

@inproceedings{bb153076,
        AUTHOR = "Tomas, V. and Sochman, J. and Aljundi, R. and Matas, J.",
        TITLE = "Calibrated Out-of-Distribution Detection with a Generic
Representation",
        BOOKTITLE = Uncertainty23,
        YEAR = "2023",
        PAGES = "4509-4518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148980"}

@inproceedings{bb153077,
        AUTHOR = "Martins, N.P. and Kalaidzidis, Y. and Zerial, M. and Jug, F.",
        TITLE = "DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data
Degradations and OOD Model Predictions",
        BOOKTITLE = BioIm23,
        YEAR = "2023",
        PAGES = "3830-3839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148981"}

@inproceedings{bb153078,
        AUTHOR = "Wu, A. and Chen, D. and Deng, C.",
        TITLE = "Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution
Objects",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "13335-13345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148982"}

@inproceedings{bb153079,
        AUTHOR = "Zhang, M. and Yuan, J. and He, Y. and Li, W.B. and Chen, Z.Y. and Kuang, K.",
        TITLE = "MAP: Towards Balanced Generalization of IID and OOD through
Model-Agnostic Adapters",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11887-11897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148983"}

@inproceedings{bb153080,
        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#TT148984"}

@inproceedings{bb153081,
        AUTHOR = "Chen, Y. and Lin, Y.Z. and Xu, R.N. and Vela, P.A.",
        TITLE = "WDiscOOD: Out-of-Distribution Detection via Whitened Linear
Discriminant Analysis",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5275-5284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148985"}

@inproceedings{bb153082,
        AUTHOR = "Lu, L.L. and d'Ascenzi, G. and Borlino, F.C. and Tommasi, T.",
        TITLE = "Large Class Separation is Not What You Need for Relational
Reasoning-Based OOD Detection",
        BOOKTITLE = CIAP23,
        YEAR = "2023",
        PAGES = "II:295-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148986"}

@inproceedings{bb153083,
        AUTHOR = "Wu, Y.F. and Dai, S.M. and Pan, D.Y. and Li, X.Q.",
        TITLE = "OEST: Outlier Exposure by Simple Transformations for
Out-of-Distribution Detection",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2170-2174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148987"}

@inproceedings{bb153084,
        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",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1260-1264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148988"}

@inproceedings{bb153085,
        AUTHOR = "Kang, D. and Kang, S. and Kim, D. and Song, B.C.",
        TITLE = "Modality-Aware OOD Suppression Using Feature Discrepancy for
Multi-Modal Emotion Recognition",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1035-1039",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148989"}

@inproceedings{bb153086,
        AUTHOR = "Yu, J.C. and Liang, J. and He, R.",
        TITLE = "Mind the Label Shift of Augmentation-based Graph OOD Generalization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11620-11630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148990"}

@inproceedings{bb153087,
        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#TT148991"}

@inproceedings{bb153088,
        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#TT148992"}

@inproceedings{bb153089,
        AUTHOR = "Li, T. and Qiao, F.C. and Ma, M.M. and Peng, X.",
        TITLE = "Are Data-Driven Explanations Robust Against Out-of-Distribution Data?",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3821-3831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148993"}

@inproceedings{bb153090,
        AUTHOR = "Yu, R. and Liu, S. and Yang, X.Y. and Wang, X.C.",
        TITLE = "Distribution Shift Inversion for Out-of-Distribution Prediction",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3592-3602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148994"}

@inproceedings{bb153091,
        AUTHOR = "Zhang, Z.H. and Xiang, X.",
        TITLE = "Decoupling MaxLogit for Out-of-Distribution Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3388-3397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148995"}

@inproceedings{bb153092,
        AUTHOR = "Olber, B. and Radlak, K. and Popowicz, A. and Szczepankiewicz, M. and Chachula, K.",
        TITLE = "Detection of Out-of-Distribution Samples Using Binary Neuron
Activation Patterns",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3378-3387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148996"}

@inproceedings{bb153093,
        AUTHOR = "Liu, Q.H. and Kortylewski, A. and Yuille, A.L.",
        TITLE = "PoseExaminer: Automated Testing of Out-of-Distribution Robustness in
Human Pose and Shape Estimation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "672-681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148997"}

@inproceedings{bb153094,
        AUTHOR = "Choi, H. and Jeong, H. and Choi, J.Y.",
        TITLE = "Balanced Energy Regularization Loss for Out-of-distribution Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15691-15700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148998"}

@inproceedings{bb153095,
        AUTHOR = "Yu, Y. and Shin, S. and Lee, S. and Jun, C.H. and Lee, K.",
        TITLE = "Block Selection Method for Using Feature Norm in Out-of-Distribution
Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15701-15711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT148999"}

@inproceedings{bb153096,
        AUTHOR = "Ahn, Y.H. and Park, G.M. and Kim, S.T.",
        TITLE = "LINe: Out-of-Distribution Detection by Leveraging Important Neurons",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19852-19862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149000"}

@inproceedings{bb153097,
        AUTHOR = "Wang, Y. and Qiao, P.C. and Liu, C. and Song, G. and Zheng, X. and Chen, J.",
        TITLE = "Out-of-Distributed Semantic Pruning for Robust Semi-Supervised
Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23849-23858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149001"}

@inproceedings{bb153098,
        AUTHOR = "Liu, X.X. and Lochman, Y. and Zach, C.",
        TITLE = "GEN: Pushing the Limits of Softmax-Based Out-of-Distribution
Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23946-23955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149002"}

@inproceedings{bb153099,
        AUTHOR = "Chali, S. and Kucher, I. and Duranton, M. and Klein, J.O.",
        TITLE = "Improving Normalizing Flows with the Approximate Mass for
Out-of-Distribution Detection",
        BOOKTITLE = GCV23,
        YEAR = "2023",
        PAGES = "750-758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT149003"}