@article{bb278600,
AUTHOR = "Chen, Y.Y. and Li, Y.F. and Cheng, C.X. and Ying, H.J.",
TITLE = "Neural network based cognitive approaches from face perception with
human performance benchmark",
JOURNAL = PRL,
VOLUME = "184",
YEAR = "2024",
PAGES = "155-161",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273322"}
@article{bb278601,
AUTHOR = "Wang, M. and Deng, W.H. and Hu, J. and Su, S.",
TITLE = "Marginal debiased network for fair visual recognition",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111046",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273323"}
@article{bb278602,
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#TT273324"}
@article{bb278603,
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#TT273325"}
@article{bb278604,
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#TT273326"}
@article{bb278605,
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#TT273327"}
@article{bb278606,
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#TT273328"}
@article{bb278607,
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#TT273329"}
@article{bb278608,
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#TT273330"}
@inproceedings{bb278609,
AUTHOR = "Borovikov, I. and Levonyan, K. and Elliott, P. and Danvoye, E.",
TITLE = "Towards ML-based Assessment of Synthetic Characters Heads",
BOOKTITLE = FG25,
YEAR = "2025",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273331"}
@inproceedings{bb278610,
AUTHOR = "Perera, M.V. and Narayan, K. and Patel, V.M.",
TITLE = "Investigating Social Biases in Multimodal LLMs",
BOOKTITLE = FG25,
YEAR = "2025",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273332"}
@inproceedings{bb278611,
AUTHOR = "Serianni, A. and Zhu, T. and Russakovsky, O. and Ramaswamy, V.V.",
TITLE = "Attention IoU: Examining Biases in CelebA using Attention Maps",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "4386-4397",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273333"}
@inproceedings{bb278612,
AUTHOR = "Shvetsova, N. and Nagrani, A. and Schiele, B. and Kuehne, H. and Rupprecht, C.",
TITLE = "Unbiasing through Textual Descriptions:
Mitigating Representation Bias in Video Benchmarks",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "29050-29059",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273334"}
@inproceedings{bb278613,
AUTHOR = "Kayabasi, A. and Vadathya, A.K. and Balakrishnan, G. and Saragadam, V.",
TITLE = "Bias for Action: Video Implicit Neural Representations with Bias
Modulation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "27999-28008",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273335"}
@inproceedings{bb278614,
AUTHOR = "Zheng, N. and Song, X.M. and Dong, X. and Ghosh, A.N. and Nie, L.Q. and Zimmermann, R.",
TITLE = "Language-Assisted Debiasing and Smoothing for Foundation Model-Based
Semi-Supervised Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25708-25717",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273336"}
@inproceedings{bb278615,
AUTHOR = "del Rio, F. and Raymond Saez, A. and Florea, D. and Icarte, R.T. and Hurtado, J. and Calderon, C.B. and Soto, A.",
TITLE = "Data Distributional Properties As Inductive Bias for Systematic
Generalization",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25590-25601",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273337"}
@inproceedings{bb278616,
AUTHOR = "Jiang, D.Y. and Wang, H.Y. and Zhang, L. and Wei, W. and Dai, G. and Wang, M.M. and Wang, J.D. and Zhang, Y.N.",
TITLE = "Low-Biased General Annotated Dataset Generation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25113-25123",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273338"}
@inproceedings{bb278617,
AUTHOR = "Guimard, Q. and D'Inca, M. and Mancini, M. and Ricci, E.",
TITLE = "Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for
Visual Classifiers",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15151-15161",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273339"}
@inproceedings{bb278618,
AUTHOR = "Li, L.J. and Shi, Z.L. and Hu, X. and Dong, B. and Qin, Y.R. and Liu, X.H. and Sheng, L. and Shao, J.",
TITLE = "T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in
Image Generation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "13381-13392",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273340"}
@inproceedings{bb278619,
AUTHOR = "Bayasi, N. and Fayyad, J. and Hamarneh, G. and Garbi, R. and Najjaran, H.",
TITLE = "Debiasify: Self-Distillation for Unsupervised Bias Mitigation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "3227-3236",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273341"}
@inproceedings{bb278620,
AUTHOR = "Knott, M. and Serna, I. and Mann, E. and Perona, P.",
TITLE = "A Rapid Test for Accuracy and Bias of Face Recognition Technology",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "7742-7751",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273342"}
@inproceedings{bb278621,
AUTHOR = "Al Refai, R. and Hempel, P. and Biagi, C. and Terhorst, P.",
TITLE = "FALCON: Fair Face Recognition via Local Optimal Feature Normalization",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "3416-3426",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273343"}
@inproceedings{bb278622,
AUTHOR = "Fournier Montgieux, A. and Soumm, M. and Popescu, A. and Luvison, B. and Borgne, H.L.",
TITLE = "Fairer Analysis and Demographically Balanced Face Generation for
Fairer Face Verification",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "2788-2798",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273344"}
@inproceedings{bb278623,
AUTHOR = "Pal, B. and Kannan, A. and Kathirvel, R.P. and O'Toole, A.J. and Chellappa, R.",
TITLE = "Gamma-face: Gaussian Mixture Models Amend Diffusion Models for Bias
Mitigation in Face Images",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVII: 471-488",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273345"}
@inproceedings{bb278624,
AUTHOR = "Yu, H. and Shen, L. and Huang, J. and Li, H.S. and Zhao, F.",
TITLE = "Unmasking Bias in Diffusion Model Training",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVI: 374-390",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273346"}
@inproceedings{bb278625,
AUTHOR = "Marani, B.E. and Hanini, M. and Malayarukil, N. and Christodoulidis, S. and Vakalopoulou, M. and Ferrante, E.",
TITLE = "VIG-Bias: Visually Grounded Bias Discovery and Mitigation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LIX: 414-429",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273347"}
@inproceedings{bb278626,
AUTHOR = "Yang, D.K. and Li, M.C. and Xiao, D.L. and Liu, Y. and Yang, K. and Chen, Z.Y. and Wang, Y.Z. and Zhai, P. and Li, K. and Zhang, L.H.",
TITLE = "Towards Multimodal Sentiment Analysis Debiasing via Bias Purification",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LVIII: 464-481",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273348"}
@inproceedings{bb278627,
AUTHOR = "Zhang, C. and Jin, M.Y. and Yu, Q. and Xue, H.C. and Gowda, S.N. and Jin, X.B.",
TITLE = "Bridging the Projection Gap: Overcoming Projection Bias Through
Parameterized Distance Learning",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VIII: 246-262",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273349"}
@inproceedings{bb278628,
AUTHOR = "Bae, J.H. and Lee, M.H. and Jung, H.",
TITLE = "Adaptive Bias Discovery for Learning Debiased Classifier",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VIII: 38-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273350"}
@inproceedings{bb278629,
AUTHOR = "Zarlenga, M.E. and Sankaranarayanan, S. and Andrews, J.T.A. and Shams, Z. and Jamnik, M. and Xiang, A.",
TITLE = "Efficient Bias Mitigation Without Privileged Information",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXII: 148-166",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273351"}
@inproceedings{bb278630,
AUTHOR = "Fan, Y.F. and Xu, W.C. and Wang, H.Z. and Huo, F. and Chen, J. and Guo, S.",
TITLE = "Overcome Modal Bias in Multi-modal Federated Learning via Balanced
Modality Selection",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXI: 178-195",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273352"}
@inproceedings{bb278631,
AUTHOR = "Nahon, R. and de Moura Matos, I. and Nguyen, V.T. and Tartaglione, E.",
TITLE = "Debiasing Surgeon: Fantastic Weights and How to Find Them",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXV: 435-452",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273353"}
@inproceedings{bb278632,
AUTHOR = "Zhang, F. and He, Q. and Kuang, K. and Liu, J. and Chen, L. and Wu, C. and Xiao, J. and Zhang, H.W.",
TITLE = "Distributionally Generative Augmentation for Fair Facial Attribute
Classification",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "22797-22808",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273354"}
@inproceedings{bb278633,
AUTHOR = "Zhang, Y.H. and Zhang, T. and Mu, R.H. and Huang, X.W. and Ruan, W.J.",
TITLE = "Towards Fairness-Aware Adversarial Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24746-24755",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273355"}
@inproceedings{bb278634,
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#TT273356"}
@inproceedings{bb278635,
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#TT273357"}
@inproceedings{bb278636,
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#TT273358"}
@inproceedings{bb278637,
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#TT273359"}
@inproceedings{bb278638,
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#TT273360"}
@inproceedings{bb278639,
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#TT273361"}
@inproceedings{bb278640,
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#TT273362"}
@inproceedings{bb278641,
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#TT273363"}
@inproceedings{bb278642,
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#TT273364"}
@inproceedings{bb278643,
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#TT273365"}
@inproceedings{bb278644,
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#TT273366"}
@inproceedings{bb278645,
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#TT273367"}
@inproceedings{bb278646,
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#TT273368"}
@inproceedings{bb278647,
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#TT273369"}
@inproceedings{bb278648,
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#TT273370"}
@inproceedings{bb278649,
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#TT273371"}
@inproceedings{bb278650,
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#TT273372"}
@inproceedings{bb278651,
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#TT273373"}
@inproceedings{bb278652,
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#TT273374"}
@inproceedings{bb278653,
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#TT273375"}
@inproceedings{bb278654,
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#TT273376"}
@inproceedings{bb278655,
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#TT273377"}
@inproceedings{bb278656,
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#TT273378"}
@inproceedings{bb278657,
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#TT273379"}
@inproceedings{bb278658,
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#TT273380"}
@inproceedings{bb278659,
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#TT273381"}
@inproceedings{bb278660,
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#TT273382"}
@inproceedings{bb278661,
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#TT273383"}
@inproceedings{bb278662,
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#TT273384"}
@inproceedings{bb278663,
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#TT273385"}
@inproceedings{bb278664,
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#TT273386"}
@inproceedings{bb278665,
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#TT273387"}
@inproceedings{bb278666,
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#TT273388"}
@inproceedings{bb278667,
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#TT273389"}
@inproceedings{bb278668,
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#TT273390"}
@inproceedings{bb278669,
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#TT273391"}
@inproceedings{bb278670,
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#TT273392"}
@inproceedings{bb278671,
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#TT273393"}
@inproceedings{bb278672,
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#TT273394"}
@inproceedings{bb278673,
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#TT273395"}
@inproceedings{bb278674,
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#TT273396"}
@inproceedings{bb278675,
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#TT273397"}
@inproceedings{bb278676,
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#TT273398"}
@inproceedings{bb278677,
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#TT273399"}
@inproceedings{bb278678,
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#TT273400"}
@inproceedings{bb278679,
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#TT273401"}
@inproceedings{bb278680,
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#TT273402"}
@inproceedings{bb278681,
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#TT273403"}
@inproceedings{bb278682,
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#TT273404"}
@inproceedings{bb278683,
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#TT273405"}
@inproceedings{bb278684,
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#TT273406"}
@inproceedings{bb278685,
AUTHOR = "Lee, S. and Hoffman, J. and Wang, Z.J.J. and Chau, D.H.",
TITLE = "VIsCUIT: Visual Auditor for Bias in CNN Image Classifier",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "21443-21451",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273407"}
@inproceedings{bb278686,
AUTHOR = "Stone, R.S. and Ravikumar, N. and Bulpitt, A.J. and Hogg, D.C.",
TITLE = "Epistemic Uncertainty-Weighted Loss for Visual Bias Mitigation",
BOOKTITLE = FaDE-TCV22,
YEAR = "2022",
PAGES = "2897-2904",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273408"}
@inproceedings{bb278687,
AUTHOR = "Siddiqui, H. and Rattani, A. and Ricanek, K. and Hill, T.",
TITLE = "An Examination of Bias of Facial Analysis based BMI Prediction Models",
BOOKTITLE = FaDE-TCV22,
YEAR = "2022",
PAGES = "2925-2934",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273409"}
@inproceedings{bb278688,
AUTHOR = "Jaipuria, N. and Stevo, K. and Zhang, X.L. and Gaopande, M.L. and Garcia, I.C. and Jain, J. and Murali, V.N.",
TITLE = "deepPIC: Deep Perceptual Image Clustering For Identifying Bias In
Vision Datasets",
BOOKTITLE = VDU22,
YEAR = "2022",
PAGES = "4792-4801",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273410"}
@inproceedings{bb278689,
AUTHOR = "Li, Z.H. and Xu, C.L.",
TITLE = "Discover the Unknown Biased Attribute of an Image Classifier",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "14950-14959",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273411"}
@inproceedings{bb278690,
AUTHOR = "Dhar, P. and Gleason, J. and Roy, A. and Castillo, C.D. and Chellappa, R.",
TITLE = "PASS: Protected Attribute Suppression System for Mitigating Bias in
Face Recognition",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "15067-15076",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273412"}
@inproceedings{bb278691,
AUTHOR = "Zhao, D. and Wang, A. and Russakovsky, O.",
TITLE = "Understanding and Evaluating Racial Biases in Image Captioning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "14810-14820",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273413"}
@inproceedings{bb278692,
AUTHOR = "Chen, Y.L. and Joo, J.",
TITLE = "Understanding and Mitigating Annotation Bias in Facial Expression
Recognition",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "14960-14971",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273414"}
@inproceedings{bb278693,
AUTHOR = "Kim, E. and Lee, J. and Choo, J.",
TITLE = "BiaSwap: Removing Dataset Bias with Bias-Tailored Swapping
Augmentation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "14972-14981",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273415"}
@inproceedings{bb278694,
AUTHOR = "Zhu, W. and Zheng, H.T. and Liao, H.F. and Li, W.J. and Luo, J.B.",
TITLE = "Learning Bias-Invariant Representation by Cross-Sample Mutual
Information Minimization",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "14982-14992",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273416"}
@inproceedings{bb278695,
AUTHOR = "Shrestha, R. and Kafle, K. and Kanan, C.",
TITLE = "An Investigation of Critical Issues in Bias Mitigation Techniques",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "2512-2523",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273417"}
@inproceedings{bb278696,
AUTHOR = "Agarwal, S. and Muku, S. and Anand, S. and Arora, C.",
TITLE = "Does Data Repair Lead to Fair Models? Curating Contextually Fair Data
To Reduce Model Bias",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3898-3907",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273418"}
@inproceedings{bb278697,
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#TT273419"}
@inproceedings{bb278698,
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#TT273420"}
@inproceedings{bb278699,
AUTHOR = "Gwilliam, M. and Hegde, S. and Tinubu, L. and Hanson, A.",
TITLE = "Rethinking Common Assumptions to Mitigate Racial Bias in Face
Recognition Datasets",
BOOKTITLE = HTCV21,
YEAR = "2021",
PAGES = "4106-4115",
BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT273421"}
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