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BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259358"}
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AUTHOR = "Elobaid, A. and Ramoly, N. and Younes, L. and Papadopoulos, S. and Ntoutsi, E. and Kompatsiaris, I.",
TITLE = "Sum of Group Error Differences: A Critical Examination of Bias
Evaluation in Biometric Verification and a Dual-Metric Measure",
BOOKTITLE = FG24,
YEAR = "2024",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259359"}
@inproceedings{bb264557,
AUTHOR = "Bhatta, A. and Pangelinan, G. and King, M.C. and Bowyer, K.W.",
TITLE = "Impact of Blur and Resolution on Demographic Disparities in 1-to-Many
Facial Identification",
BOOKTITLE = VAQuality24,
YEAR = "2024",
PAGES = "422-430",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259360"}
@inproceedings{bb264558,
AUTHOR = "d'Inca, M. and Tzelepis, C. and Patras, I. and Sebe, N.",
TITLE = "Improving Fairness using Vision-Language Driven Image Augmentation",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4683-4692",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259361"}
@inproceedings{bb264559,
AUTHOR = "Liang, H. and Caro, J.O. and Maheshri, V. and Patel, A.B. and Balakrishnan, G.",
TITLE = "Linking convolutional kernel size to generalization bias in face
analysis CNNs",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4693-4703",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259362"}
@inproceedings{bb264560,
AUTHOR = "Arora, P. and Mazumder, P.",
TITLE = "Hybrid Sample Synthesis-based Debiasing of Classifier in Limited Data
Setting",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "i-ix",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259363"}
@inproceedings{bb264561,
AUTHOR = "Capitani, G. and Bolelli, F. and Porrello, A. and Calderara, S. and Ficarra, E.",
TITLE = "ClusterFix: A Cluster-Based Debiasing Approach without
Protected-Group Supervision",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4858-4867",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259364"}
@inproceedings{bb264562,
AUTHOR = "Huber, M. and Luu, A.T. and Boutros, F. and Kuijper, A. and Damer, N.",
TITLE = "Bias and Diversity in Synthetic-based Face Recognition",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "6203-6214",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259365"}
@inproceedings{bb264563,
AUTHOR = "Clemmer, C. and Ding, J.H. and Feng, Y.H.",
TITLE = "PreciseDebias: An Automatic Prompt Engineering Approach for
Generative AI to Mitigate Image Demographic Biases",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "8581-8590",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259366"}
@inproceedings{bb264564,
AUTHOR = "Kotwal, K. and Marcel, S.",
TITLE = "Mitigating Demographic Bias in Face Recognition via Regularized Score
Calibration",
BOOKTITLE = DVPBA24,
YEAR = "2024",
PAGES = "1150-1159",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259367"}
@inproceedings{bb264565,
AUTHOR = "Tiwari, R. and Sivasubramanian, D. and Mekala, A. and Ramakrishnan, G. and Shenoy, P.",
TITLE = "Using Early Readouts to Mediate Featural Bias in Distillation",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2626-2635",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259368"}
@inproceedings{bb264566,
AUTHOR = "Meister, N. and Zhao, D. and Wang, A. and Ramaswamy, V.V. and Fong, R. and Russakovsky, O.",
TITLE = "Gender Artifacts in Visual Datasets",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4814-4825",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259369"}
@inproceedings{bb264567,
AUTHOR = "Aniraj, A. and Dantas, C.F. and Ienco, D. and Marcos, D.",
TITLE = "Masking Strategies for Background Bias Removal in Computer Vision
Models",
BOOKTITLE = OutDistri23,
YEAR = "2023",
PAGES = "4399-4407",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259370"}
@inproceedings{bb264568,
AUTHOR = "Rosales, R. and Munoz, P. and Paulitsch, M.",
TITLE = "Assessing the Impact of Diversity on the Resilience of Deep Learning
Ensembles: A Comparative Study on Model Architecture, Output,
Activation, and Attribution",
BOOKTITLE = OutDistri23,
YEAR = "2023",
PAGES = "4408-4418",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259371"}
@inproceedings{bb264569,
AUTHOR = "Shrivastava, S. and Zhang, X.L. and Nagesh, S. and Parchami, A.",
TITLE = "DatasetEquity: Are All Samples Created Equal? In The Quest For Equity
Within Datasets",
BOOKTITLE = OutDistri23,
YEAR = "2023",
PAGES = "4419-4428",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259372"}
@inproceedings{bb264570,
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#TT259373"}
@inproceedings{bb264571,
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#TT259374"}
@inproceedings{bb264572,
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#TT259375"}
@inproceedings{bb264573,
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#TT259376"}
@inproceedings{bb264574,
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#TT259377"}
@inproceedings{bb264575,
AUTHOR = "Abduh, L. and Ivrissimtzis, I.",
TITLE = "Race Bias Analysis of Bona Fide Errors in Face Anti-spoofing",
BOOKTITLE = CAIP23,
YEAR = "2023",
PAGES = "II:23-32",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259378"}
@inproceedings{bb264576,
AUTHOR = "Tang, P.W. and Yao, W. and Li, Z.C. and Liu, Y.",
TITLE = "Fair Scratch Tickets:
Finding Fair Sparse Networks without Weight Training",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24406-24416",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259379"}
@inproceedings{bb264577,
AUTHOR = "Garcia, N. and Hirota, Y. and Wu, Y. and Nakashima, Y.",
TITLE = "Uncurated Image-Text Datasets: Shedding Light on Demographic Bias",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "6957-6966",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259380"}
@inproceedings{bb264578,
AUTHOR = "Huang, L. and Wang, M. and Liang, J.H. and Deng, W.H. and Shi, H.Z. and Wen, D.C. and Zhang, Y.J. and Zhao, J.",
TITLE = "Gradient Attention Balance Network: Mitigating Face Recognition
Racial Bias via Gradient Attention",
BOOKTITLE = FaDE-TCV23,
YEAR = "2023",
PAGES = "38-47",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259381"}
@inproceedings{bb264579,
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#TT259382"}
@inproceedings{bb264580,
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#TT259383"}
@inproceedings{bb264581,
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#TT259384"}
@inproceedings{bb264582,
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#TT259385"}
@inproceedings{bb264583,
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#TT259386"}
@inproceedings{bb264584,
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#TT259387"}
@inproceedings{bb264585,
AUTHOR = "Zhang, Y.F. and Gao, S.Q. and Huang, H.",
TITLE = "Recover Fair Deep Classification Models via Altering Pre-trained
Structure",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIII:481-498",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259388"}
@inproceedings{bb264586,
AUTHOR = "Peychev, M. and Ruoss, A. and Balunovic, M. and Baader, M. and Vechev, M.",
TITLE = "Latent Space Smoothing for Individually Fair Representations",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIII:535-554",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259389"}
@inproceedings{bb264587,
AUTHOR = "Li, Z.H. and Hoogs, A. and Xu, C.L.",
TITLE = "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIII:270-288",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259390"}
@inproceedings{bb264588,
AUTHOR = "Chouldechova, A. and Deng, S.Q. and Wang, 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#TT259391"}
@inproceedings{bb264589,
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#TT259392"}
@inproceedings{bb264590,
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#TT259393"}
@inproceedings{bb264591,
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#TT259394"}
@inproceedings{bb264592,
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#TT259395"}
@inproceedings{bb264593,
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#TT259396"}
@inproceedings{bb264594,
AUTHOR = "Seo, S. and Lee, J.Y. and Han, B.H.",
TITLE = "Unsupervised Learning of Debiased Representations with
Pseudo-Attributes",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16721-16730",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259397"}
@inproceedings{bb264595,
AUTHOR = "Ardeshir, S. and Segalin, C. and Kallus, N.",
TITLE = "Estimating Structural Disparities for Face Models",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10348-10357",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259398"}
@inproceedings{bb264596,
AUTHOR = "Agarwal, C. and d'Souza, D. and Hooker, S.",
TITLE = "Estimating Example Difficulty using Variance of Gradients",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10358-10368",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259399"}
@inproceedings{bb264597,
AUTHOR = "del Grosso, G. and Jalalzai, H. and Pichler, G. and Palamidessi, C. and Piantanida, P.",
TITLE = "Leveraging Adversarial Examples to Quantify Membership Information
Leakage",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10389-10399",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259400"}
@inproceedings{bb264598,
AUTHOR = "Sirotkin, K. and Carballeira, P. and Escudero Vinolo, M.",
TITLE = "A study on the distribution of social biases in self-supervised
learning visual models",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10432-10441",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259401"}
@inproceedings{bb264599,
AUTHOR = "Liu, R. and Liu, H. and Li, G. and Hou, H. and Yu, T. and Yang, T.",
TITLE = "Contextual Debiasing for Visual Recognition with Causal Mechanisms",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12745-12755",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT259402"}
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