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AUTHOR = "Marks, P.",
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JOURNAL = CACM,
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AUTHOR = "Georgopoulos, M. and Oldfield, J. and Nicolaou, M.A. and Panagakis, Y. and Pantic, M.",
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AUTHOR = "Cheong, J. and Kalkan, S. and Gunes, H.",
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JOURNAL = SPMag,
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MONTH = "November",
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JOURNAL = SPMag,
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YEAR = "2021",
NUMBER = "6",
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AUTHOR = "Jain, N. and Olmo, A. and Sengupta, S. and Manikonda, L. and Kambhampati, S.",
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JOURNAL = AI,
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AUTHOR = "Serna, I. and Morales, A. and Fierrez, J. and Obradovich, N.",
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AUTHOR = "Wang, A. and Narayanan, A. and Russakovsky, O.",
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AUTHOR = "Wang, M. and Deng, W.H. and Hu, J.N. and Tao, X.Q. and Huang, Y.H.",
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AUTHOR = "Cui, S. and Pan, W. and Zhang, C.S. and Wang, F.",
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TITLE = "Fine-Granularity Alignment for Text-Based Person Retrieval Via
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BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT269794"}
@inproceedings{bb275057,
AUTHOR = "Hwa, J. and Zhao, Q.Y. and Lahiri, A. and Masood, A. and Salimi, B. and Adeli, E.",
TITLE = "Enforcing Conditional Independence for Fair Representation Learning
and Causal Image Generation",
BOOKTITLE = FaDE-TCV24,
YEAR = "2024",
PAGES = "103-112",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT269795"}
@inproceedings{bb275058,
AUTHOR = "Leyva, R. and Sanchez, V. and Epiphaniou, G. and Maple, C.",
TITLE = "Demographic Bias Effects on Face Image Synthesis",
BOOKTITLE = DFAD24,
YEAR = "2024",
PAGES = "3818-3826",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT269796"}
@inproceedings{bb275059,
AUTHOR = "Chandaliya, P.K. and Raja, K. and Ramachandra, R. and Akhtar, Z. and Busch, C.",
TITLE = "Towards Inclusive Face Recognition Through Synthetic Ethnicity
Alteration",
BOOKTITLE = FG24,
YEAR = "2024",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT269797"}
@inproceedings{bb275060,
AUTHOR = "Sukumar, A. and Desai, A. and Singhal, P. and Gokhale, S. and Jain, D.K. and Walambe, R. and Kotecha, K.",
TITLE = "Training Against Disguises: Addressing and Mitigating Bias in Facial
Emotion Recognition with Synthetic Data",
BOOKTITLE = FG24,
YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT269798"}
@inproceedings{bb275061,
AUTHOR = "Aminou, L. and Daaif, A. and Soulami, M. and Chalfaouat, A. and Youssfi, M.",
TITLE = "Converging human and algorithmic biases in the hiring decision-making
process",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT269799"}
@inproceedings{bb275062,
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#TT269800"}
@inproceedings{bb275063,
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#TT269801"}
@inproceedings{bb275064,
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#TT269802"}
@inproceedings{bb275065,
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#TT269803"}
@inproceedings{bb275066,
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#TT269804"}
@inproceedings{bb275067,
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#TT269805"}
@inproceedings{bb275068,
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#TT269806"}
@inproceedings{bb275069,
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#TT269807"}
@inproceedings{bb275070,
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#TT269808"}
@inproceedings{bb275071,
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#TT269809"}
@inproceedings{bb275072,
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#TT269810"}
@inproceedings{bb275073,
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#TT269811"}
@inproceedings{bb275074,
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#TT269812"}
@inproceedings{bb275075,
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#TT269813"}
@inproceedings{bb275076,
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#TT269814"}
@inproceedings{bb275077,
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#TT269815"}
@inproceedings{bb275078,
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#TT269816"}
@inproceedings{bb275079,
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#TT269817"}
@inproceedings{bb275080,
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#TT269818"}
@inproceedings{bb275081,
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#TT269819"}
@inproceedings{bb275082,
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#TT269820"}
@inproceedings{bb275083,
AUTHOR = "Garcia, N. and Hirota, Y. and Wu, Y.K. 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#TT269821"}
@inproceedings{bb275084,
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#TT269822"}
@inproceedings{bb275085,
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#TT269823"}
@inproceedings{bb275086,
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#TT269824"}
@inproceedings{bb275087,
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#TT269825"}
@inproceedings{bb275088,
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#TT269826"}
@inproceedings{bb275089,
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#TT269827"}
@inproceedings{bb275090,
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#TT269828"}
@inproceedings{bb275091,
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#TT269829"}
@inproceedings{bb275092,
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#TT269830"}
@inproceedings{bb275093,
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#TT269831"}
@inproceedings{bb275094,
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#TT269832"}
@inproceedings{bb275095,
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#TT269833"}
@inproceedings{bb275096,
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#TT269834"}
@inproceedings{bb275097,
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#TT269835"}
@inproceedings{bb275098,
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#TT269836"}
@inproceedings{bb275099,
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#TT269837"}
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