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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#TT132993"} @inproceedings{bb136963, 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#TT132994"} @inproceedings{bb136964, 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#TT132995"} @inproceedings{bb136965, 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#TT132996"} @inproceedings{bb136966, 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#TT132997"} @inproceedings{bb136967, 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#TT132998"} @inproceedings{bb136968, 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#TT132999"} @inproceedings{bb136969, 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#TT133000"} @inproceedings{bb136970, 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#TT133001"} @inproceedings{bb136971, 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#TT133002"} @inproceedings{bb136972, 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#TT133003"} @inproceedings{bb136973, 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#TT133004"} @inproceedings{bb136974, 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#TT133005"} @inproceedings{bb136975, 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#TT133006"} @inproceedings{bb136976, 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#TT133007"} @inproceedings{bb136977, 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#TT133008"} @inproceedings{bb136978, 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#TT133009"} @inproceedings{bb136979, 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#TT133010"} @inproceedings{bb136980, AUTHOR = "Zhang, Z. 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#TT133011"} @inproceedings{bb136981, 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#TT133012"} @inproceedings{bb136982, AUTHOR = "Lu, F. and Zhu, K. and Zhai, W. and Zheng, K. and Cao, Y.", TITLE = "Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "3282-3291", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133013"} @inproceedings{bb136983, AUTHOR = "Liu, Q.H. and Kortylewski, A. and Yuille, A.", 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#TT133014"} @inproceedings{bb136984, AUTHOR = "Li, J.Y. and Chen, P.G. and He, Z.X. and Yu, S. and Liu, S. and Jia, J.Y.", TITLE = "Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "11578-11589", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133015"} @inproceedings{bb136985, 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#TT133016"} @inproceedings{bb136986, 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#TT133017"} @inproceedings{bb136987, 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#TT133018"} @inproceedings{bb136988, 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#TT133019"} @inproceedings{bb136989, 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#TT133020"} @inproceedings{bb136990, 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#TT133021"} @inproceedings{bb136991, AUTHOR = "Graham, M.S. and Pinaya, W.H.L. and Tudosiu, P.D. and Nachev, P. and Ourselin, S. and Cardoso, M.J.", TITLE = "Denoising diffusion models for out-of-distribution detection", BOOKTITLE = VAND23, YEAR = "2023", PAGES = "2948-2957", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133022"} @inproceedings{bb136992, AUTHOR = "Humblot Renaux, G. and Escalera, S. and Moeslund, T.B.", TITLE = "Beyond AUROC and co. for evaluating out-of-distribution detection performance", BOOKTITLE = SAIAD23, YEAR = "2023", PAGES = "3881-3890", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133023"} @inproceedings{bb136993, AUTHOR = "Xia, G.X. and Bouganis, C.S.", TITLE = "Augmenting Softmax Information for Selective Classification with Out-of-distribution Data", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "VI:664-680", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133024"} @inproceedings{bb136994, AUTHOR = "Maag, K. and Chan, R. and Uhlemeyer, S. and Kowol, K. and Gottschalk, H.", TITLE = "Two Video Data Sets for Tracking and Retrieval of Out of Distribution Objects", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "V:476-494", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133025"} @inproceedings{bb136995, AUTHOR = "Cohen, N. and Abutbul, R. and Hoshen, Y.", TITLE = "Out-of-distribution Detection Without Class Labels", BOOKTITLE = LLID22, YEAR = "2022", PAGES = "101-117", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133026"} @inproceedings{bb136996, AUTHOR = "Galesso, S. and Bravo, M.A. and Naouar, M. and Brox, T.", TITLE = "Probing Contextual Diversity for Dense Out-of-Distribution Detection", BOOKTITLE = SafeDrive22, YEAR = "2022", PAGES = "492-509", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133027"} @inproceedings{bb136997, AUTHOR = "Zhang, X.X. and He, Y. and Wang, T. and Qi, J.X. and Yu, H. and Wang, Z. and Peng, J. and Xu, R.Z. and Shen, Z. and Niu, Y. and Zhang, H.W. and Cui, P.", TITLE = "Nico Challenge: Out-of-distribution Generalization for Image Recognition Challenges", BOOKTITLE = CiV22, YEAR = "2022", PAGES = "433-450", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133028"} @inproceedings{bb136998, AUTHOR = "Liu, H.Z. and Zhang, W. and Xie, J. and Wu, H.Q. and Li, B. and Zhang, Z.Q. and Li, Y.X. and Huang, Y.W. and Ghanem, B. and Zheng, Y.F.", TITLE = "Decoupled Mixup for Out-of-distribution Visual Recognition", BOOKTITLE = CiV22, YEAR = "2022", PAGES = "451-464", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133029"} @inproceedings{bb136999, AUTHOR = "Chen, Z.N. and Wang, W.Q. and Zhao, Z.C. and Men, A. and Chen, H.", TITLE = "Bag of Tricks for Out-of-distribution Generalization", BOOKTITLE = CiV22, YEAR = "2022", PAGES = "465-476", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT133030"}