@article{bb158200,
AUTHOR = "Fang, K. and Tao, Q.H. and He, M.Z. and Lv, K. and Yang, R.Z. and Hu, H.B. and Huang, X.L. and Yang, J. and Cao, L.B.",
TITLE = "Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel
Selection and Approximation",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "10",
MONTH = "October",
PAGES = "13220-13235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154085"}
@article{bb158201,
AUTHOR = "Shen, X. and Liu, Y.X. and Wang, Y. and Miao, R. and Dai, Y.W. and Pan, S.R. and Chang, Y. and Wang, X.",
TITLE = "Raising the Bar in Graph OOD Generalization: Invariant Learning
Beyond Explicit Environment Modeling",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "10",
MONTH = "October",
PAGES = "13339-13353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154086"}
@article{bb158202,
AUTHOR = "Sayyed, A.S. and Shahriar, R. and Zhang, M. and Swami, A. and de Lucia, M. and Bastian, N. and Restuccia, F.",
TITLE = "Out-of-Distribution Detection in Computer Vision: A Comprehensive
Survey and Research Challenges",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2026",
NUMBER = "14",
MONTH = "July",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154087"}
@article{bb158203,
AUTHOR = "Han, J.Q. and Fang, G. and Guo, P.T. and Song, J. and Feng, Z. and Wang, Y. and Song, M.L.",
TITLE = "Knowledge amalgamation via images in the wild",
JOURNAL = CVIU,
VOLUME = "271",
YEAR = "2026",
PAGES = "104886",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154088"}
@article{bb158204,
AUTHOR = "Madni, H.A. and Umer, R.M. and Marr, C. and Foresti, G.L.",
TITLE = "MOSAIC: Maximizing out-of-distribution sensitivity via aligned image
classification",
JOURNAL = CVIU,
VOLUME = "271",
YEAR = "2026",
PAGES = "104885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154089"}
@article{bb158205,
AUTHOR = "Xing, B. and Ying, X.H. and Wang, R.B.",
TITLE = "Improving Out-of-Distribution Generalization on Point Clouds With
Cross-Domain Adversarial Distillation",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "9306-9320",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154090"}
@article{bb158206,
AUTHOR = "Jiang, X. and Liu, F. and Fang, Z. and Chen, H. and Liu, T.L. and Zheng, F. and Han, B.",
TITLE = "Feature-Alteration Robustness for Out-of-Distribution Detection",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "11",
MONTH = "November",
PAGES = "15112-15124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154091"}
@inproceedings{bb158207,
AUTHOR = "Nguyen, Q.H. and Zhou, J.P. and Liu, Z.Z. and Bui, K.H. and Weinberger, K.Q. and Chao, W.L. and Le, D.D.",
TITLE = "Detecting Out-of-Distribution Objects through Class-Conditioned
Inpainting",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "1937-1947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154092"}
@inproceedings{bb158208,
AUTHOR = "Rabbi, R. and Sarwar, F.A. and Islam, M.F. and Ahmed, T. and Rudro, S. and Rahman, M.M. and Manab, M.A. and Mukta, J.N.",
TITLE = "Contrast Then Confidence C^2: Contrastive Pretraining for
Uncertainty-Aware Out-of-Distribution Detection in Satellite Imagery",
BOOKTITLE = CVGeoSpatial26,
YEAR = "2026",
PAGES = "877-885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154093"}
@inproceedings{bb158209,
AUTHOR = "Politowicz, A. and Mazumder, S. and Liu, B.",
TITLE = "Improving Out-of-Distribution Detection using Segmented Images and
Cross-View Attention Fusion",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "5269-5279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154094"}
@inproceedings{bb158210,
AUTHOR = "Krumpl, G. and Avenhaus, H. and Possegger, H.",
TITLE = "One Model, Many Behaviors: Training-Induced Effects on
Out-of-Distribution Detection",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "4128-4138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154095"}
@inproceedings{bb158211,
AUTHOR = "Adaloglou, N. and Petrusheva, D. and Asker, M. and Michels, F. and Kollmann, M.",
TITLE = "ClusterMine: Robust Label-Free Visual Out-Of-Distribution Detection
via Concept Mining from Text Corpora",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "1999-2010",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154096"}
@inproceedings{bb158212,
AUTHOR = "Wang, Y. and Riddell, E. and Chow, A. and Sedwards, S. and Czarnecki, K.",
TITLE = "Mitigating the Modality Gap: Few-Shot Out-of-Distribution Detection
with Multi-modal Prototypes and Image Bias Estimation",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "2741-2751",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154097"}
@inproceedings{bb158213,
AUTHOR = "Sazzad Sayyed, A.Q.M. and Bastian, N.D. and Restuccia, F.",
TITLE = "ENCORE: A Neural Collapse Perspective on Out-of-Distribution
Detection in Deep Neural Networks",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "2944-2953",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154098"}
@inproceedings{bb158214,
AUTHOR = "Hayakawa, K. and Maeda, K. and Togo, R. and Ogawa, T. and Haseyama, M.",
TITLE = "Out-of-Distribution Sample Selection Generated by Diffusion Model
toward Model Generalization",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154099"}
@inproceedings{bb158215,
AUTHOR = "Noda, S. and Miyai, A. and Yu, Q. and Irie, G. and Aizawa, K.",
TITLE = "A Benchmark and Evaluation for Real-World Out-of-Distribution
Detection Using Vision-Language Models",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "181-186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154100"}
@inproceedings{bb158216,
AUTHOR = "Ravikumar, D. and Soufleri, E. and Roy, K.",
TITLE = "Improved Out-of-Distribution Detection with Additive Angular Margin
Loss",
BOOKTITLE = WiCV25,
YEAR = "2025",
PAGES = "3425-3432",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154101"}
@inproceedings{bb158217,
AUTHOR = "Guo, H.Z. and Schrader, P.T. and Blasch, E.",
TITLE = "Enhancing Multi-Modal Automatic Target Recognition Using
Out-of-Distribution Exploitation (MATRODE)",
BOOKTITLE = PBVS25,
YEAR = "2025",
PAGES = "4512-4520",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154102"}
@inproceedings{bb158218,
AUTHOR = "Chen, G.Y. and Horstmann, K. and Wang, Z.L. and You, F.Q.",
TITLE = "Automated Essential Concept Discovery for Few-Shot
Out-of-Distribution Detection",
BOOKTITLE = VAND25,
YEAR = "2025",
PAGES = "3964-3974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154103"}
@inproceedings{bb158219,
AUTHOR = "Khanna, A. and Ling, C. and Everett, D. and Raff, E. and Inkawhich, N.",
TITLE = "Multi-Layer Radial Basis Function Networks for Out-of-Distribution
Detection",
BOOKTITLE = VAND25,
YEAR = "2025",
PAGES = "3954-3963",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154104"}
@inproceedings{bb158220,
AUTHOR = "Ekim, B. and Tadesse, G.A. and Robinson, C. and Hacheme, G. and Schmitt, M. and Dodhia, R. and Ferres, J.M.L.",
TITLE = "Distribution Shifts at Scale: Out-of-distribution Detection in Earth
Observation",
BOOKTITLE = FGVC25,
YEAR = "2025",
PAGES = "2256-2265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635ood3.html#TT154105"}
@inproceedings{bb158221,
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/pattern635ood3.html#TT154106"}
@inproceedings{bb158222,
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/pattern635ood3.html#TT154107"}
@inproceedings{bb158223,
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/pattern635ood3.html#TT154108"}
@inproceedings{bb158224,
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/pattern635ood3.html#TT154109"}
@inproceedings{bb158225,
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/pattern635ood3.html#TT154110"}
@inproceedings{bb158226,
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/pattern635ood3.html#TT154111"}
@inproceedings{bb158227,
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/pattern635ood3.html#TT154112"}
@inproceedings{bb158228,
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/pattern635ood3.html#TT154113"}
@inproceedings{bb158229,
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/pattern635ood3.html#TT154114"}
@inproceedings{bb158230,
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/pattern635ood3.html#TT154115"}
@inproceedings{bb158231,
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/pattern635ood3.html#TT154116"}
@inproceedings{bb158232,
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/pattern635ood3.html#TT154117"}
@inproceedings{bb158233,
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/pattern635ood3.html#TT154118"}
@inproceedings{bb158234,
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/pattern635ood3.html#TT154119"}
@inproceedings{bb158235,
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/pattern635ood3.html#TT154120"}
@inproceedings{bb158236,
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/pattern635ood3.html#TT154121"}
@inproceedings{bb158237,
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/pattern635ood3.html#TT154122"}
@inproceedings{bb158238,
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/pattern635ood3.html#TT154123"}
@inproceedings{bb158239,
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/pattern635ood3.html#TT154124"}
@inproceedings{bb158240,
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/pattern635ood3.html#TT154125"}
@inproceedings{bb158241,
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/pattern635ood3.html#TT154126"}
@inproceedings{bb158242,
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/pattern635ood3.html#TT154127"}
@inproceedings{bb158243,
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/pattern635ood3.html#TT154128"}
@inproceedings{bb158244,
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/pattern635ood3.html#TT154129"}
@inproceedings{bb158245,
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/pattern635ood3.html#TT154130"}
@inproceedings{bb158246,
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/pattern635ood3.html#TT154131"}
@inproceedings{bb158247,
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/pattern635ood3.html#TT154132"}
@inproceedings{bb158248,
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/pattern635ood3.html#TT154133"}
@inproceedings{bb158249,
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/pattern635ood3.html#TT154134"}
@inproceedings{bb158250,
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/pattern635ood3.html#TT154135"}
@inproceedings{bb158251,
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/pattern635ood3.html#TT154136"}
@inproceedings{bb158252,
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/pattern635ood3.html#TT154137"}
@inproceedings{bb158253,
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/pattern635ood3.html#TT154138"}
@inproceedings{bb158254,
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/pattern635ood3.html#TT154139"}
@inproceedings{bb158255,
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/pattern635ood3.html#TT154140"}
@inproceedings{bb158256,
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/pattern635ood3.html#TT154141"}
@inproceedings{bb158257,
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/pattern635ood3.html#TT154142"}
@inproceedings{bb158258,
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/pattern635ood3.html#TT154143"}
@inproceedings{bb158259,
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/pattern635ood3.html#TT154144"}
@inproceedings{bb158260,
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/pattern635ood3.html#TT154145"}
@inproceedings{bb158261,
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/pattern635ood3.html#TT154146"}
@inproceedings{bb158262,
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/pattern635ood3.html#TT154147"}
@inproceedings{bb158263,
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/pattern635ood3.html#TT154148"}
@inproceedings{bb158264,
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/pattern635ood3.html#TT154149"}
@inproceedings{bb158265,
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/pattern635ood3.html#TT154150"}
@inproceedings{bb158266,
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/pattern635ood3.html#TT154151"}
@inproceedings{bb158267,
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/pattern635ood3.html#TT154152"}
@inproceedings{bb158268,
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/pattern635ood3.html#TT154153"}
@inproceedings{bb158269,
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/pattern635ood3.html#TT154154"}
@inproceedings{bb158270,
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/pattern635ood3.html#TT154155"}
@inproceedings{bb158271,
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/pattern635ood3.html#TT154156"}
@inproceedings{bb158272,
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/pattern635ood3.html#TT154157"}
@inproceedings{bb158273,
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/pattern635ood3.html#TT154158"}
@inproceedings{bb158274,
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/pattern635ood3.html#TT154159"}
@inproceedings{bb158275,
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/pattern635ood3.html#TT154160"}
@inproceedings{bb158276,
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/pattern635ood3.html#TT154161"}
@inproceedings{bb158277,
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/pattern635ood3.html#TT154162"}
@inproceedings{bb158278,
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/pattern635ood3.html#TT154163"}
@inproceedings{bb158279,
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/pattern635ood3.html#TT154164"}
@inproceedings{bb158280,
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/pattern635ood3.html#TT154165"}
@inproceedings{bb158281,
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/pattern635ood3.html#TT154166"}
@inproceedings{bb158282,
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/pattern635ood3.html#TT154167"}
@inproceedings{bb158283,
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/pattern635ood3.html#TT154168"}
@inproceedings{bb158284,
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/pattern635ood3.html#TT154169"}
@inproceedings{bb158285,
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/pattern635ood3.html#TT154170"}
@inproceedings{bb158286,
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/pattern635ood3.html#TT154171"}
@inproceedings{bb158287,
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/pattern635ood3.html#TT154172"}
@inproceedings{bb158288,
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/pattern635ood3.html#TT154173"}
@inproceedings{bb158289,
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/pattern635ood3.html#TT154174"}
@inproceedings{bb158290,
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/pattern635ood3.html#TT154175"}
@inproceedings{bb158291,
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/pattern635ood3.html#TT154176"}
@inproceedings{bb158292,
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/pattern635ood3.html#TT154177"}
@inproceedings{bb158293,
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/pattern635ood3.html#TT154178"}
@inproceedings{bb158294,
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/pattern635ood3.html#TT154179"}
@inproceedings{bb158295,
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/pattern635ood3.html#TT154180"}
@inproceedings{bb158296,
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/pattern635ood3.html#TT154181"}
@inproceedings{bb158297,
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/pattern635ood3.html#TT154182"}
@inproceedings{bb158298,
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/pattern635ood3.html#TT154183"}
@inproceedings{bb158299,
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/pattern635ood3.html#TT154184"}
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