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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#TT150361"}
@inproceedings{bb154459,
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#TT150362"}
@inproceedings{bb154460,
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#TT150363"}
@inproceedings{bb154461,
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#TT150364"}
@inproceedings{bb154462,
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#TT150365"}
@inproceedings{bb154463,
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#TT150366"}
@inproceedings{bb154464,
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#TT150367"}
@inproceedings{bb154465,
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#TT150368"}
@inproceedings{bb154466,
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#TT150369"}
@inproceedings{bb154467,
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#TT150370"}
@inproceedings{bb154468,
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#TT150371"}
@inproceedings{bb154469,
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#TT150372"}
@inproceedings{bb154470,
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#TT150373"}
@inproceedings{bb154471,
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#TT150374"}
@inproceedings{bb154472,
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#TT150375"}
@inproceedings{bb154473,
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#TT150376"}
@inproceedings{bb154474,
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#TT150377"}
@inproceedings{bb154475,
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#TT150378"}
@inproceedings{bb154476,
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#TT150379"}
@inproceedings{bb154477,
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#TT150380"}
@inproceedings{bb154478,
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#TT150381"}
@inproceedings{bb154479,
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#TT150382"}
@inproceedings{bb154480,
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#TT150383"}
@inproceedings{bb154481,
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#TT150384"}
@inproceedings{bb154482,
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#TT150385"}
@inproceedings{bb154483,
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#TT150386"}
@inproceedings{bb154484,
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#TT150387"}
@inproceedings{bb154485,
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#TT150388"}
@inproceedings{bb154486,
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#TT150389"}
@inproceedings{bb154487,
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#TT150390"}
@inproceedings{bb154488,
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#TT150391"}
@inproceedings{bb154489,
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#TT150392"}
@inproceedings{bb154490,
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#TT150393"}
@inproceedings{bb154491,
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#TT150394"}
@inproceedings{bb154492,
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#TT150395"}
@inproceedings{bb154493,
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#TT150396"}
@inproceedings{bb154494,
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#TT150397"}
@inproceedings{bb154495,
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#TT150398"}
@inproceedings{bb154496,
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#TT150399"}
@inproceedings{bb154497,
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#TT150400"}
@inproceedings{bb154498,
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#TT150401"}
@inproceedings{bb154499,
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#TT150402"}
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