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TITLE = "Neural network based cognitive approaches from face perception with
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JOURNAL = PRL,
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YEAR = "2024",
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AUTHOR = "Wang, M. and Deng, W.H. and Hu, J. and Su, S.",
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JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111046",
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AUTHOR = "Yucer, S. and Tektas, F. and Moubayed, N.A. and Breckon, T.",
TITLE = "Racial Bias within Face Recognition: A Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2024",
NUMBER = "4",
MONTH = "December",
PAGES = "105",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282198"}
@article{bb287503,
AUTHOR = "Sarridis, I. and Koutlis, C. and Papadopoulos, S. and Diou, C.",
TITLE = "FLAC: Fairness-Aware Representation Learning by Suppressing
Attribute-Class Associations",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1148-1160",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282199"}
@article{bb287504,
AUTHOR = "Bartl, M. and Mandal, A. and Leavy, S. and Little, S.",
TITLE = "Gender Bias in Natural Language Processing and Computer Vision:
A Comparative Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2025",
NUMBER = "6",
MONTH = "February",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282200"}
@article{bb287505,
AUTHOR = "Parraga, O. and More, M.D. and Oliveira, C.M. and Gavenski, N.S. and Kupssinsku, L.S. and Medronha, A. and Moura, L.V. and Simoes, G.S. and Barros, R.C.",
TITLE = "Fairness in Deep Learning: A Survey on Vision and Language Research",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2025",
NUMBER = "6",
MONTH = "February",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282201"}
@article{bb287506,
AUTHOR = "Zhou, P. and Li, R. and Ling, Z. and Du, L. and Liu, X.W.",
TITLE = "Fair Clustering Ensemble With Equal Cluster Capacity",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1729-1746",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282202"}
@article{bb287507,
AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Li, L.L. and Ma, W.P. and Yang, S.Y. and Liu, X. and Chen, P.",
TITLE = "Unveiling and Mitigating Generalized Biases of DNNs Through the
Intrinsic Dimensions of Perceptual Manifolds",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "2237-2244",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282203"}
@article{bb287508,
AUTHOR = "Kong, I. and Kim, K. and Kim, Y.",
TITLE = "Fair Representation Learning for Continuous Sensitive Attributes
Using Expectation of Integral Probability Metrics",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "3784-3795",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282204"}
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AUTHOR = "Panda, A. and Ghosh, T. and Choudhary, T. and Naskar, R.",
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MONTH = "March",
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BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282205"}
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AUTHOR = "Solano, I. and Fierrez, J. and Morales, A. and Pena, A. and Tolosana, R. and Zamora Martinez, F. and San Agustin, J.",
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AUTHOR = "Barrainkua, A. and Mazuelas, S. and Quadrianto, N. and Lozano, J.A.",
TITLE = "Safe Fairness Guarantees Without Demographics in Classification:
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JOURNAL = PAMI,
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YEAR = "2026",
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MONTH = "July",
PAGES = "7564-7574",
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AUTHOR = "Luo, Y. and Wen, C.C. and Shi, M. and Huang, H. and Fang, Y. and Wang, M.Y.",
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JOURNAL = PAMI,
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AUTHOR = "Zhang, Y. and Lu, D.Y. and Sang, J.",
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JOURNAL = MultMed,
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BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282252"}
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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#TT282253"}
@inproceedings{bb287558,
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#TT282254"}
@inproceedings{bb287559,
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#TT282255"}
@inproceedings{bb287560,
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#TT282256"}
@inproceedings{bb287561,
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#TT282257"}
@inproceedings{bb287562,
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#TT282258"}
@inproceedings{bb287563,
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#TT282259"}
@inproceedings{bb287564,
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#TT282260"}
@inproceedings{bb287565,
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#TT282261"}
@inproceedings{bb287566,
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#TT282262"}
@inproceedings{bb287567,
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#TT282263"}
@inproceedings{bb287568,
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#TT282264"}
@inproceedings{bb287569,
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#TT282265"}
@inproceedings{bb287570,
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#TT282266"}
@inproceedings{bb287571,
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#TT282267"}
@inproceedings{bb287572,
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#TT282268"}
@inproceedings{bb287573,
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#TT282269"}
@inproceedings{bb287574,
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#TT282270"}
@inproceedings{bb287575,
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#TT282271"}
@inproceedings{bb287576,
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#TT282272"}
@inproceedings{bb287577,
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#TT282273"}
@inproceedings{bb287578,
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#TT282274"}
@inproceedings{bb287579,
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#TT282275"}
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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#TT282276"}
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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#TT282277"}
@inproceedings{bb287582,
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#TT282278"}
@inproceedings{bb287583,
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#TT282279"}
@inproceedings{bb287584,
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#TT282280"}
@inproceedings{bb287585,
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",
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@inproceedings{bb287586,
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#TT282282"}
@inproceedings{bb287587,
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#TT282283"}
@inproceedings{bb287588,
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#TT282284"}
@inproceedings{bb287589,
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#TT282285"}
@inproceedings{bb287590,
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#TT282286"}
@inproceedings{bb287591,
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#TT282287"}
@inproceedings{bb287592,
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#TT282288"}
@inproceedings{bb287593,
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#TT282289"}
@inproceedings{bb287594,
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#TT282290"}
@inproceedings{bb287595,
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#TT282291"}
@inproceedings{bb287596,
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#TT282292"}
@inproceedings{bb287597,
AUTHOR = "Liu, R. and Liu, H. and Li, G. and Hou, H. and Yu, T.H. 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#TT282293"}
@inproceedings{bb287598,
AUTHOR = "Jeon, M. and Kim, D. and Lee, W. and Kang, M. and Lee, J.",
TITLE = "A Conservative Approach for Unbiased Learning on Unknown Biases",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16731-16739",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282294"}
@inproceedings{bb287599,
AUTHOR = "Teney, D. and Abbasnejad, E. and Lucey, S. and van den Hengel, A.J.",
TITLE = "Evading the Simplicity Bias: Training a Diverse Set of Models
Discovers Solutions with Superior OOD Generalization",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16740-16751",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT282295"}
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