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        JOURNAL = PRL,
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@article{bb297217,
        AUTHOR = "Rigas, I. and Komogortsev, O.V.",
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        AUTHOR = "Das, A. and Pal, U. and Ferrer, M.A. and Blumenstein, M.",
        TITLE = "A framework for liveness detection for direct attacks in the visible
spectrum for multimodal ocular biometrics",
        JOURNAL = PRL,
        VOLUME = "82, Part 2",
        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291840"}

@article{bb297219,
        AUTHOR = "Hu, Y. and Sirlantzis, K. and Howells, G.",
        TITLE = "Iris liveness detection using regional features",
        JOURNAL = PRL,
        VOLUME = "82, Part 2",
        YEAR = "2016",
        NUMBER = "1",
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@article{bb297220,
        AUTHOR = "Czajka, A. and Bowyer, K.W.",
        TITLE = "Presentation Attack Detection for Iris Recognition:
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        JOURNAL = Surveys,
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291842"}

@article{bb297221,
        AUTHOR = "Ribeiro, E. and Uhl, A. and Alonso Fernandez, F.",
        TITLE = "Iris super-resolution using CNNs: is
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        JOURNAL = IET-Bio,
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@article{bb297222,
        AUTHOR = "El Din, Y.S. and Moustafa, M.N. and Mahdi, H.",
        TITLE = "Deep convolutional neural networks for face and iris presentation
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        JOURNAL = IET-Bio,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291844"}

@article{bb297223,
        AUTHOR = "Boyd, A. and Fang, Z.Y. and Czajka, A. and Bowyer, K.W.",
        TITLE = "Iris presentation attack detection: Where are we now?",
        JOURNAL = PRL,
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@article{bb297224,
        AUTHOR = "Fang, M.L. and Damer, N. and Boutros, F. and Kirchbuchner, F. and Kuijper, A.",
        TITLE = "Cross-database and cross-attack Iris presentation attack detection
using micro stripes analyses",
        JOURNAL = IVC,
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        YEAR = "2021",
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@article{bb297225,
        AUTHOR = "Lowe, J. and Derakhshani, R.",
        TITLE = "Optokinetic response for mobile device biometric liveness assessment",
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@article{bb297226,
        AUTHOR = "Choudhary, M. and Tiwari, V. and Venkanna, U.",
        TITLE = "Iris Liveness Detection Using Fusion of Domain-Specific Multiple BSIF
and DenseNet Features",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
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        PAGES = "2370-2381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291848"}

@article{bb297227,
        AUTHOR = "Agarwal, A. and Noore, A. and Vatsa, M. and Singh, R.",
        TITLE = "Enhanced iris presentation attack detection via contraction-expansion
CNN",
        JOURNAL = PRL,
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        YEAR = "2022",
        PAGES = "61-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291849"}

@article{bb297228,
        AUTHOR = "Luo, Z.Q. and Wang, Y.L. and Liu, N. and Wang, Z.",
        TITLE = "Combining 2D texture and 3D geometry features for Reliable iris
presentation attack detection using light field focal stack",
        JOURNAL = IET-Bio,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "420-429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291850"}

@article{bb297229,
        AUTHOR = "Qiao, T. and Wu, J.S. and Zheng, N. and Xu, M. and Luo, X.Y.",
        TITLE = "FGDNet: Fine-Grained Detection Network Towards Face Anti-Spoofing",
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        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7350-7363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291851"}

@article{bb297230,
        AUTHOR = "Thepade, S.D. and Patil, B. and Khade, S.",
        TITLE = "Machine learning-based iris liveness detection using fusion of Thepade
SBTC and Niblack binarisation technique",
        JOURNAL = IJCVR,
        VOLUME = "15",
        YEAR = "2025",
        NUMBER = "4",
        PAGES = "531-544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291852"}

@article{bb297231,
        AUTHOR = "Wang, C.Y. and Li, L. and Guo, F. and Wang, H. and He, Z.F. and Sun, Z.A.",
        TITLE = "Attention-assisted multilevel fusion framework for generalized iris
presentation attack detection",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291853"}

@inproceedings{bb297232,
        AUTHOR = "Ogino, Y. and Kakizaki, K. and Toizumi, T. and Ito, A.",
        TITLE = "Outsmarting Biometric Imposters: Enhancing Iris-Recognition System
Security through Physical Adversarial Example Generation and PAD
Fine-Tuning",
        BOOKTITLE = Biometrics24,
        YEAR = "2024",
        PAGES = "1451-1461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291854"}

@inproceedings{bb297233,
        AUTHOR = "Banerjee, S. and Jain, A. and Jiang, Z. and Memon, N. and Togelius, J. and Ross, A.",
        TITLE = "Alpha-Wolves and Alpha-mammals:
Exploring Dictionary Attacks on Iris Recognition Systems",
        BOOKTITLE = BioAttack24,
        YEAR = "2024",
        PAGES = "1072-1081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291855"}

@inproceedings{bb297234,
        AUTHOR = "Sharma, R. and Sony, R. and Ross, A.",
        TITLE = "Investigating Weight-Perturbed Deep Neural Networks with Application
in Iris Presentation Attack Detection",
        BOOKTITLE = BioAttack24,
        YEAR = "2024",
        PAGES = "1082-1091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291856"}

@inproceedings{bb297235,
        AUTHOR = "Jauhari, D. and Sharma, R. and Chen, C. and Sepulveda, N. and Ross, A.",
        TITLE = "Iris Presentation Attack: Assessing the Impact of Combining Vanadium
Dioxide Films with Artificial Eyes",
        BOOKTITLE = BioAttack24,
        YEAR = "2024",
        PAGES = "1092-1101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291857"}

@inproceedings{bb297236,
        AUTHOR = "Bhuiyan, R.A. and Czajka, A.",
        TITLE = "Forensic Iris Image Synthesis",
        BOOKTITLE = BioAttack24,
        YEAR = "2024",
        PAGES = "1015-1023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291858"}

@inproceedings{bb297237,
        AUTHOR = "Jain, V. and Agarwal, A. and Singh, R. and Vatsa, M. and Ratha, N.",
        TITLE = "Robust IRIS Presentation Attack Detection Through Stochastic Filter
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        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1134-1140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291859"}

@inproceedings{bb297238,
        AUTHOR = "Dhar, P. and Kumar, A. and Kaplan, K. and Gupta, K. and Ranjan, R. and Chellappa, R.",
        TITLE = "EyePAD++: A Distillation-based approach for joint Eye Authentication
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        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "20186-20195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937isf1.html#TT291860"}

@inproceedings{bb297239,
        AUTHOR = "Popescu, A. and Stefan, L.D. and Deshayes Chossart, J. and Ionescu, B.",
        TITLE = "Face Verification with Challenging Imposters and Diversified
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        YEAR = "2022",
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@inproceedings{bb297240,
        AUTHOR = "Sharma, R. and Ross, A.",
        TITLE = "Image-Level Iris Morph Attack",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
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@inproceedings{bb297241,
        AUTHOR = "Yadav, S. and Ross, A.",
        TITLE = "CIT-GAN: Cyclic Image Translation Generative Adversarial Network With
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        BOOKTITLE = WACV21,
        YEAR = "2021",
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@inproceedings{bb297242,
        AUTHOR = "Seibold, C. and Hilsmann, A. and Eisert, P.",
        TITLE = "Focused LRP: Explainable AI for Face Morphing Attack Detection",
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@inproceedings{bb297243,
        AUTHOR = "Chen, C.J. and Ross, A.",
        TITLE = "An Explainable Attention-Guided Iris Presentation Attack Detector",
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@inproceedings{bb297244,
        AUTHOR = "Sharma, R. and Ross, A.",
        TITLE = "Viability of Optical Coherence Tomography for Iris Presentation
Attack Detection",
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@inproceedings{bb297245,
        AUTHOR = "Gupta, M. and Singh, V. and Agarwal, A. and Vatsa, M. and Singh, R.",
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@inproceedings{bb297246,
        AUTHOR = "Yadav, S. and Chen, C. and Ross, A.",
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@inproceedings{bb297247,
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@inproceedings{bb297249,
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@inproceedings{bb297250,
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and Wavelet Phase Features",
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@inproceedings{bb297263,
        AUTHOR = "Sanchez Reillo, R. and Sanchez Reillo, R.",
        TITLE = "Iris Recognition with Low Template Size",
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@article{bb297264,
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@article{bb297265,
        AUTHOR = "Schuckers, S.A.C. and Schmid, N.A. and Abhyankar, A. and Dorairaj, V. and Boyce, C.K. and Hornak, L.A.",
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        PAGES = "1176-1190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291887"}

@article{bb297266,
        AUTHOR = "Abhyankar, A. and Schuckers, S.A.C.",
        TITLE = "Iris quality assessment and bi-orthogonal wavelet based encoding for
recognition",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
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        PAGES = "1878-1894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291888"}

@article{bb297267,
        AUTHOR = "Abhyankar, A. and Schuckers, S.A.C.",
        TITLE = "A novel biorthogonal wavelet network system for off-angle iris
recognition",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291889"}

@inproceedings{bb297268,
        AUTHOR = "Zuo, J.Y. and Schmid, N.A.",
        TITLE = "Global and local quality measures for NIR iris video",
        BOOKTITLE = Biometrics09,
        YEAR = "2009",
        PAGES = "120-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291890"}

@inproceedings{bb297269,
        AUTHOR = "Zuo, J.Y. and Schmid, N.A.",
        TITLE = "A Model Based, Anatomy Based Method for Synthesizing Iris Images",
        BOOKTITLE = ICB06,
        YEAR = "2006",
        PAGES = "428-435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291891"}

@inproceedings{bb297270,
        AUTHOR = "Zuo, J.Y. and Schmid, N.A. and Chen, X.H.",
        TITLE = "On Performance Comparison of Real and Synthetic Iris Images",
        BOOKTITLE = ICIP06,
        YEAR = "2006",
        PAGES = "305-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291892"}

@inproceedings{bb297271,
        AUTHOR = "Dorairaj, V. and Schmid, N.A. and Fahmy, G.",
        TITLE = "Performance Evaluation of Non-Ideal Iris Based Recognition System
Implementing Global ICA Encoding",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "III: 285-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291893"}

@article{bb297272,
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        TITLE = "Empirical Capacity of a Recognition Channel for Single- and Multipose
Object Recognition Under the Constraint of PCA Encoding",
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291894"}

@article{bb297273,
        AUTHOR = "Farouk, R.M. and Kumar, R. and Riad, K.A.",
        TITLE = "Iris matching using multi-dimensional artificial neural network",
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        VOLUME = "5",
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291895"}

@article{bb297274,
        AUTHOR = "Farouk, R.M.",
        TITLE = "Iris recognition based on elastic graph matching and Gabor wavelets",
        JOURNAL = CVIU,
        VOLUME = "115",
        YEAR = "2011",
        NUMBER = "8",
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        PAGES = "1239-1244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291896"}

@article{bb297275,
        AUTHOR = "Wang, Q. and Zhang, X.D. and Li, M.Q. and Dong, X.P. and Zhou, Q. and Yin, Y.",
        TITLE = "Adaboost and multi-orientation 2D Gabor-based noisy iris recognition",
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        NUMBER = "8",
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        PAGES = "978-983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291897"}

@article{bb297276,
        AUTHOR = "Feddaoui, N. and Mahersia, H. and Hamrouni, K.",
        TITLE = "Iris Recognition Method Based on Gabor Filters and Uniform Local Binary
Patterns",
        JOURNAL = IJIG,
        VOLUME = "12",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "1250014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291898"}

@inproceedings{bb297277,
        AUTHOR = "Khiari, N. and Mahersia, H. and Hamrouni, K.",
        TITLE = "Iris Recognition using Steerable Pyramids",
        BOOKTITLE = IPTA08,
        YEAR = "2008",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291899"}

@article{bb297278,
        AUTHOR = "Rahulkar, A.D. and Jadhav, D.V. and Holambe, R.S.",
        TITLE = "Fast discrete curvelet transform based anisotropic iris coding and
recognition using k-out-of-n: A fused post-classifier",
        JOURNAL = MVA,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291900"}

@article{bb297279,
        AUTHOR = "Majumder, S. and Devi, K.J. and Sarkar, S.K.",
        TITLE = "Singular value decomposition and wavelet-based
iris biometric watermarking",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291901"}

@article{bb297280,
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        YEAR = "2015",
        NUMBER = "8",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291902"}

@inproceedings{bb297281,
        AUTHOR = "Ukpai, C.O. and Dlay, S.S. and Woo, W.L.",
        TITLE = "Iris feature extraction using principally rotated complex wavelet
filters (PR-CWF)",
        BOOKTITLE = ICCVIA15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people937w1.html#TT291903"}

@inproceedings{bb297282,
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        TITLE = "IRIS Super-Resolution via Nonparametric Over-Complete Dictionary
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        BOOKTITLE = ICIP15,
        YEAR = "2015",
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@inproceedings{bb297283,
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        YEAR = "2012",
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        TITLE = "Evolutionary Optimisation of JPEG2000 Part 2 Wavelet Packet Structures
for Polar Iris Image Compression",
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        YEAR = "2013",
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        YEAR = "2009",
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@inproceedings{bb297286,
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        TITLE = "Adaptive Iris Recognition Method Based on the Marr Wavelet Transform
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        YEAR = "2009",
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@inproceedings{bb297288,
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@inproceedings{bb297292,
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@inproceedings{bb297294,
        AUTHOR = "Krichen, E. and Mellakh, M.A. and Garcia Salicetti, S. and Dorizzi, B.",
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        BOOKTITLE = ICPR04,
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@inproceedings{bb297295,
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@inproceedings{bb297296,
        AUTHOR = "Nabti, M. and Bouridane, A.",
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Wavelet Maxima Moment Invariants",
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@inproceedings{bb297297,
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@inproceedings{bb297298,
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@inproceedings{bb297299,
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