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In The Quest For Equity Within Datasets", BOOKTITLE = OutDistri23, YEAR = "2023", PAGES = "4419-4428", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241711"} @inproceedings{bb246814, AUTHOR = "Choithwani, M. and Almeida, S. and Egger, B.", TITLE = "PoseBias: On Dataset Bias and Task Difficulty - Is there an Optimal Camera Position for Facial Image Analysis?", BOOKTITLE = AMFG23, YEAR = "2023", PAGES = "3088-3096", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241712"} @inproceedings{bb246815, AUTHOR = "Brinkmann, J. and Swoboda, P. and Bartelt, C.", TITLE = "A Multidimensional Analysis of Social Biases in Vision Transformers", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4891-4900", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241713"} @inproceedings{bb246816, AUTHOR = "Li, J.X. and Vo, D.M. and Nakayama, H.", TITLE = "Partition-and-Debias: Agnostic Biases Mitigation via A Mixture of Biases-Specific Experts", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4901-4911", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241714"} @inproceedings{bb246817, AUTHOR = "Liang, H. and Perona, P. and Balakrishnan, G.", TITLE = "Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4954-4964", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241715"} @inproceedings{bb246818, AUTHOR = "Li, Z.X. and Shang, X. and He, R. and Lin, T. and Wu, C.", TITLE = "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5296-5306", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241716"} @inproceedings{bb246819, AUTHOR = "Abduh, L. and Ivrissimtzis, I.", TITLE = "Race Bias Analysis of Bona Fide Errors in Face Anti-spoofing", 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Attention", BOOKTITLE = FaDE-TCV23, YEAR = "2023", PAGES = "38-47", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241720"} @inproceedings{bb246823, AUTHOR = "Wu, H. and Albiero, V. and Krishnapriya, K.S. and King, M.C. and Bowyer, K.W.", TITLE = "Face Recognition Accuracy Across Demographics: Shining a Light Into the Problem", BOOKTITLE = Biometrics23, YEAR = "2023", PAGES = "1041-1050", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241721"} @inproceedings{bb246824, AUTHOR = "Mittal, S. and Thakral, K. and Majumdar, P. and Vatsa, M. and Singh, R.", TITLE = "Are Face Detection Models Biased?", BOOKTITLE = FG23, YEAR = "2023", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241722"} @inproceedings{bb246825, AUTHOR = "Li, J.Z. and Abd Almageed, W.", TITLE = "Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition", BOOKTITLE = FG21, YEAR = "2021", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241723"} @inproceedings{bb246826, AUTHOR = "Cheong, J. and Kalkan, S. and Gunes, H.", TITLE = "Causal Structure Learning of Bias for Fair Affect Recognition", BOOKTITLE = DVPBA23, YEAR = "2023", PAGES = "340-349", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241724"} @inproceedings{bb246827, AUTHOR = "Bhatta, A. and Albiero, V. and Bowyer, K.W. and King, M.C.", TITLE = "The Gender Gap in Face Recognition Accuracy Is a Hairy Problem", BOOKTITLE = DVPBA23, YEAR = "2023", PAGES = "1-10", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241725"} @inproceedings{bb246828, AUTHOR = "Kolla, M. and Savadamuthu, A.", TITLE = "The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look", BOOKTITLE = DVPBA23, YEAR = "2023", PAGES = "313-322", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241726"} 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Y.X. and Xia, W. and Perona, P.", TITLE = "Unsupervised and Semi-supervised Bias Benchmarking in Face Recognition", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIII:289-306", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241730"} @inproceedings{bb246833, AUTHOR = "Maluleke, V.H. and Thakkar, N. and Brooks, T. and Weber, E. and Darrell, T.J. and Efros, A.A. and Kanazawa, A. and Guillory, D.", TITLE = "Studying Bias in GANs Through the Lens of Race", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIII:344-360", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241731"} @inproceedings{bb246834, AUTHOR = "Shrestha, R. and Kafle, K. and Kanan, C.", TITLE = "OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XX:702-721", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241732"} @inproceedings{bb246835, AUTHOR = "Jung, S. and Chun, S. and Moon, T.", TITLE = "Learning Fair Classifiers with Partially Annotated Group Labels", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10338-10347", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241733"} @inproceedings{bb246836, AUTHOR = "Wang, Z.B. and Dong, X.W. and Xue, H. and Zhang, Z.F. and Chiu, W.F. and Wei, T. and Ren, K.", TITLE = "Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10369-10378", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241734"} @inproceedings{bb246837, AUTHOR = "Wang, X.D. and Wu, Z.R. and Lian, L. and Yu, S.X.", TITLE = "Debiased Learning from Naturally Imbalanced Pseudo-Labels", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "14627-14637", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241735"} @inproceedings{bb246838, AUTHOR = "Seo, S. and Lee, J.Y. and Han, B.H.", TITLE = "Unsupervised Learning of Debiased 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Curating Contextually Fair Data To Reduce Model Bias", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3898-3907", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241755"} @inproceedings{bb246858, AUTHOR = "Dash, S. and Balasubramanian, V.N. and Sharma, A.", TITLE = "Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3879-3888", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241756"} @inproceedings{bb246859, AUTHOR = "Majumdar, P. and Singh, R. and Vatsa, M.", TITLE = "Attention Aware Debiasing for Unbiased Model Prediction", BOOKTITLE = HTCV21, YEAR = "2021", PAGES = "4116-4124", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241757"} @inproceedings{bb246860, AUTHOR = "Gwilliam, M. and Hegde, S. and Tinubu, L. and Hanson, A.", TITLE = "Rethinking Common Assumptions to Mitigate Racial Bias in Face Recognition Datasets", 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"9297-9306", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241761"} @inproceedings{bb246864, AUTHOR = "Nuriel, O. and Benaim, S. and Wolf, L.B.", TITLE = "Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "9477-9486", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241762"} @inproceedings{bb246865, AUTHOR = "Gong, S. and Liu, X.M. and Jain, A.K.", TITLE = "Mitigating Face Recognition Bias via Group Adaptive Classifier", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "3413-3423", BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT241763"} @inproceedings{bb246866, AUTHOR = "Ragonesi, R. and Volpi, R. and Cavazza, J. and Murino, V.", TITLE = "Learning Unbiased Representations via Mutual Information Backpropagation", BOOKTITLE = LLID21, YEAR = "2021", PAGES = "2723-2732", BIBSOURCE = 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