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TITLE = "Deepfake detection using optimized VGG16-based framework enhanced
with LIME for secure digital content",
JOURNAL = IVC,
VOLUME = "162",
YEAR = "2025",
PAGES = "105696",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109547"}
@article{bb112901,
AUTHOR = "Zhang, Q.S. and Chen, B. and Zheng, Y.H.",
TITLE = "Synth-Tracker: Recoverable and Traceable Defense Watermark Against
Face Synthesis",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3715-3719",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109548"}
@article{bb112902,
AUTHOR = "Xu, Y.Z. and Ren, J.C. and Fang, A. and Irfan, M. and Zheng, J.B.",
TITLE = "Continual face forgery detection based on relation-aware
spatial-frequency interaction aggregation and contrastive learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112456",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109549"}
@article{bb112903,
AUTHOR = "Peng, C.L. and Yan, T.Z. and Liu, D. and Wang, N.N. and Hu, R.M. and Gao, X.B.",
TITLE = "Face Forgery Detection With CLIP-Enhanced Multi-Encoder Distillation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "8474-8484",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109550"}
@article{bb112904,
AUTHOR = "Jing, J. and Sun, F.Y. and Peng, C.L. and Liu, D.C. and Wang, N.N. and Gao, X.B.",
TITLE = "Adaptive Consensus Multi-Teacher Distillation for Generalizable Face
Forgery Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "9336-9348",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109551"}
@article{bb112905,
AUTHOR = "Qu, Z. and Lu, W. and Luo, X.Y. and Wang, Q. and Cao, X.C.",
TITLE = "ID-Guard: A Universal Framework for Combating Facial Manipulation via
Breaking Identification",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1720-1735",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109552"}
@article{bb112906,
AUTHOR = "Jing, J.C. and Lv, Y.Y. and Li, M. and Liu, D. and Zhang, Z.Y.",
TITLE = "Constructing adaptive spatial-frequency interactive network with
bi-directional adapter for generalizable face forgery detection",
JOURNAL = CVIU,
VOLUME = "263",
YEAR = "2026",
PAGES = "104599",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109553"}
@article{bb112907,
AUTHOR = "Zhou, K. and Sun, G.L. and Yu, L. and Wang, J.",
TITLE = "Generalizable face forgery detection via mining single-step
reconstruction difference",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113265",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109554"}
@article{bb112908,
AUTHOR = "Shahzad, S.A. and Hashmi, A. and Peng, Y.T. and Tsao, Y. and Wang, H.M.",
TITLE = "AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal
Inconsistency for Deepfake Detection of Frontal Face Videos",
JOURNAL = HMS,
VOLUME = "55",
YEAR = "2025",
NUMBER = "6",
MONTH = "December",
PAGES = "973-982",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109555"}
@article{bb112909,
AUTHOR = "Kavitha, P.",
TITLE = "ILSTM-DMN architecture for fake face identification:
Improved deep joint segmentation with transform feature set",
JOURNAL = JVCIR,
VOLUME = "117",
YEAR = "2026",
PAGES = "104764",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109556"}
@article{bb112910,
AUTHOR = "Hou, S.J. and Jiang, X.H. and Xu, Q. and Xu, K. and Meng, L.",
TITLE = "PrePurify: Pre-trained knowledge-guided data purification for
generalizable face forgery detection",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113271",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109557"}
@article{bb112911,
AUTHOR = "Ye, D. and Wang, R. and Cao, S. and Shang, Y.Y. and Deng, J.C. and Wang, Z.Y. and Zou, Q. and Yu, X.",
TITLE = "Multi-view facial forgery detection for compressed videos using
metric learning and attention transfer",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113455",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109558"}
@article{bb112912,
AUTHOR = "Feng, C. and Liu, C.X.",
TITLE = "Refining forgery-aware prompts for deepfake detection with pattern
blended samples",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113659",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109559"}
@article{bb112913,
AUTHOR = "Cheng, F. and Tian, L. and Meng, F. and Wang, X.L. and Peng, M. and Su, L.L. and Wu, Z.",
TITLE = "Fair face forgery detection via cross-domain decoupling and
entropy-adaptive enhancement",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113673",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109560"}
@article{bb112914,
AUTHOR = "Xia, R.Y. and Zhou, D.W. and Yuan, L. and Li, J. and Wang, N.N. and Gao, X.B.",
TITLE = "SSD: Making Face Forgery Clues Evident Again With Self-Steganographic
Detection",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7859-7874",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109561"}
@article{bb112915,
AUTHOR = "Tan, D. and Yang, Y. and Niu, C. and Tan, B. and Yang, D.",
TITLE = "OFCA-Net: An explainable optical flow-based framework for face
forgery detection",
JOURNAL = CVIU,
VOLUME = "269",
YEAR = "2026",
PAGES = "104810",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109562"}
@article{bb112916,
AUTHOR = "Li, Q. and Feng, C.H. and Zhang, Z.X. and Chen, H.",
TITLE = "Towards robust deepfake detection with adversarial contour
reinforcement and cross-domain semantic fusion",
JOURNAL = IVC,
VOLUME = "172",
YEAR = "2026",
PAGES = "106016",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109563"}
@article{bb112917,
AUTHOR = "Fang, C.W. and Fu, B.L. and Yang, T. and Cheng, D.",
TITLE = "Improving face forgery detection via hierarchical mixture of experts
and fine-grained visual-text alignment",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "113939",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109564"}
@article{bb112918,
AUTHOR = "Guo, Z.H. and Liu, Y.J. and Zhang, J. and Zheng, H.Y. and Shan, S.G.",
TITLE = "Revisiting Face Forgery Detection: From Facial Representation to
Forgery Detection",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9228-9244",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109565"}
@article{bb112919,
AUTHOR = "Li, H.N. and Li, Z.Z. and Du, H.J. and Zhang, J.W. and Song, X.D. and Pei, Q.Q.",
TITLE = "PMCF: A Progressive Multi-Level Collaborative Framework for Face
Forgery Detection",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "2979-2983",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109566"}
@article{bb112920,
AUTHOR = "Hou, S.J. and Jiang, X.H. and Xu, K. and Xu, Q. and Sun, T.F. and Meng, L.",
TITLE = "Adaptive Learning With Augmentation Robustness Validation:
Toward Generalizable Face Forgery Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "12243-12255",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109567"}
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AUTHOR = "Wu, Z. and Ma, B. and Yang, M.H. and Xu, J. and Xian, Y.J. and Li, X.L.",
TITLE = "A Meta-Learning-Based Active Defense Scheme Against Deep Facial
Forgery Attacks",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "11888-11903",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109568"}
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AUTHOR = "Luo, S. and Guan, W.N. and Zhou, L. and Dong, J.",
TITLE = "Unlocking A New Paradigm In Robustness For Multi-Step Facial Forgery
Detection",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "779-784",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109569"}
@inproceedings{bb112923,
AUTHOR = "Flotho, P. and Piening, M. and Kukleva, A. and Steidl, G.",
TITLE = "T-FAKE: Synthesizing Thermal Images for Facial Landmarking",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "26356-26366",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109570"}
@inproceedings{bb112924,
AUTHOR = "Cui, X.J. and Li, Y.Z. and Luo, A. and Zhou, J. and Dong, J.Y.",
TITLE = "Forensics Adapter: Adapting CLIP for Generalizable Face Forgery
Detection",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "19207-19217",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109571"}
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AUTHOR = "Cheng, J. and Yan, Z.Y. and Zhang, Y. and Hao, L. and Ai, J.X. and Zou, Q. and Li, C. and Wang, Z.Y.",
TITLE = "Stacking Brick by Brick: Aligned Feature Isolation for Incremental
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "13927-13936",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109572"}
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AUTHOR = "Guo, Z.H. and Liu, Y.J. and Zhang, J. and Zheng, H.Y. and Shan, S.G.",
TITLE = "Face Forgery Video Detection via Temporal Forgery Cue Unraveling",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "7396-7405",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109573"}
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AUTHOR = "Sun, K. and Chen, S. and Yao, T.P. and Zhou, Z. and Ji, J.Y. and Sun, X.S. and Lin, C.W. and Ji, R.R.",
TITLE = "Towards General Visual-Linguistic Face Forgery Detection",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "19576-19586",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109574"}
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AUTHOR = "Choi, J. and Kim, T. and Jeong, Y. and Baek, S. and Choi, J.W.",
TITLE = "Exploiting Style Latent Flows for Generalizing Deepfake Video
Detection",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "1133-1143",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109575"}
@inproceedings{bb112929,
AUTHOR = "Papantoniou, F.P. and Lattas, A. and Moschoglou, S. and Deng, J.K. and Kainz, B. and Zafeiriou, S.",
TITLE = "Arc2Face: A Foundation Model for ID-consistent Human Faces",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXVII: 241-261",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109576"}
@inproceedings{bb112930,
AUTHOR = "Zhang, D. and Xiao, Z. and Li, S.K. and Lin, F.Z. and Li, J.M. and Ge, S.M.",
TITLE = "Learning Natural Consistency Representation for Face Forgery Video
Detection",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXIII: 407-424",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109577"}
@inproceedings{bb112931,
AUTHOR = "Lu, Y.H. and Ebrahimi, T.",
TITLE = "Towards the Detection of AI-Synthesized Human Face Images",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3778-3784",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109578"}
@inproceedings{bb112932,
AUTHOR = "He, Z.Y. and Deng, Z.Y. and He, Q.Y. and Zhao, Q.J.",
TITLE = "Hierarchical Generative Network for Face Morphing Attacks",
BOOKTITLE = FG24,
YEAR = "2024",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109579"}
@inproceedings{bb112933,
AUTHOR = "Naeem, S. and Al Sharawi, R. and Khan, M.R. and Tariq, U. and Dhall, A. and Al Nashash, H.",
TITLE = "Real, Fake and Synthetic Faces - Does the Coin Have Three Sides?",
BOOKTITLE = FG24,
YEAR = "2024",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109580"}
@inproceedings{bb112934,
AUTHOR = "Ramachandra, R. and Venkatesh, S. and Damer, N. and Vetrekar, N. and Gad, R.S.",
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Detection: A Preliminary Study",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "6173-6181",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109581"}
@inproceedings{bb112935,
AUTHOR = "Medvedev, I. and Pimenta, J.A. and Goncalves, N.",
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BOOKTITLE = BioAttack24,
YEAR = "2024",
PAGES = "1043-1050",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109582"}
@inproceedings{bb112936,
AUTHOR = "Guo, Y. and Zhen, C. and Yan, P.F.",
TITLE = "Controllable Guide-Space for Generalizable Face Forgery Detection",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "20761-20770",
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@inproceedings{bb112937,
AUTHOR = "Bai, W.M. and Liu, Y.F. and Zhang, Z.P. and Li, B. and Hu, W.M.",
TITLE = "AUNet: Learning Relations Between Action Units for Face Forgery
Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24709-24719",
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@inproceedings{bb112938,
AUTHOR = "Shi, L. and Zhang, J. and Liang, C.Y. and Shan, S.G.",
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BOOKTITLE = FG21,
YEAR = "2021",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT109585"}
@inproceedings{bb112939,
AUTHOR = "Zhu, Y.Z. and Gao, J.L. and Liu, Q. and Zhou, X.",
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Forgery Detection",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1222-1228",
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@inproceedings{bb112940,
AUTHOR = "Zhuang, W. and Chu, Q. and Tan, Z.T. and Liu, Q.K. and Yuan, H.J. and Miao, C.T. and Luo, Z.X. and Yu, N.H.",
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BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "V:391-407",
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@inproceedings{bb112941,
AUTHOR = "Liang, J.H. and Shi, H.F. and Deng, W.H.",
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BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIV:128-145",
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@inproceedings{bb112942,
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BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXIV:467-484",
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@inproceedings{bb112943,
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TITLE = "CORE: Consistent Representation Learning for Face Forgery Detection",
BOOKTITLE = WMF22,
YEAR = "2022",
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@inproceedings{bb112944,
AUTHOR = "Cao, J. and Ma, C. and Yao, T.P. and Chen, S. and Ding, S.H. and Yang, X.K.",
TITLE = "End-to-End Reconstruction-Classification Learning for Face Forgery
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BOOKTITLE = CVPR22,
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PAGES = "4103-4112",
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@inproceedings{bb112945,
AUTHOR = "Jia, S. and Ma, C. and Yao, T.P. and Yin, B.J. and Ding, S.H. and Yang, X.K.",
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BOOKTITLE = CVPR22,
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@inproceedings{bb112946,
AUTHOR = "Fei, J.W. and Dai, Y.S. and Yu, P.P. and Shen, T.R. and Xia, Z.H. and Weng, J.",
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AUTHOR = "Liu, J. and Wang, J.J. and Zhang, P. and Wang, C. and Xie, D. and Pu, S.L.",
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@inproceedings{bb112948,
AUTHOR = "Yang, P. and Huang, H.B. and Wang, Z.Y. and Yu, A. and He, R.",
TITLE = "Confidence-calibrated Face Image Forgery Detection with Contrastive
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@inproceedings{bb112949,
AUTHOR = "Chen, H. and Lin, Y.Z. and Li, B.",
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YEAR = "2022",
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@inproceedings{bb112950,
AUTHOR = "Sun, Y.Y. and Zhang, Z.Y. and Echizen, I. and Nguyen, H.H. and Qiu, C.Z. and Sun, L.",
TITLE = "Face Forgery Detection Based on Facial Region Displacement Trajectory
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BOOKTITLE = BioAttack23,
YEAR = "2023",
PAGES = "633-642",
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@inproceedings{bb112951,
AUTHOR = "Wu, H.T. and Wang, P. and Wang, X. and Xiang, J. and Gong, R.",
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BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2335-2341",
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@inproceedings{bb112952,
AUTHOR = "Lin, Y.Z. and Chen, H. and Li, B. and Wu, J.Q.",
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Semi-Supervised Learning and Knowledge Distillation",
BOOKTITLE = ICIP22,
YEAR = "2022",
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@inproceedings{bb112953,
AUTHOR = "Haliassos, A. and Mira, R. and Petridis, S. and Pantic, M.",
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BOOKTITLE = CVPR22,
YEAR = "2022",
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@inproceedings{bb112954,
AUTHOR = "Ma, T. and Bamweyana, A. and Guo, M. and Benon, K.",
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@inproceedings{bb112955,
AUTHOR = "Borghi, G. and Graffieti, G. and Franco, A. and Maltoni, D.",
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BOOKTITLE = "ICPR22",
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@inproceedings{bb112956,
AUTHOR = "Le, T.N. and Nguyen, H.H. and Yamagishi, J. and Echizen, I.",
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@inproceedings{bb112957,
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Facial Feature Synthesis",
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