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        AUTHOR = "Jabbar, A. and Li, X. and Omar, B.",
        TITLE = "A Survey on Generative Adversarial Networks:
Variants, Applications, and Training",
        JOURNAL = Surveys,
        VOLUME = "54",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "October",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135768"}

@article{bb139761,
        AUTHOR = "Chen, L.Y. and Li, S.B. and Bai, Q. and Yang, J. and Jiang, S.L. and Miao, Y.M.",
        TITLE = "Review of Image Classification Algorithms Based on Convolutional
Neural Networks",
        JOURNAL = RS,
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        YEAR = "2021",
        NUMBER = "22",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135769"}

@article{bb139762,
        AUTHOR = "Borji, A.",
        TITLE = "Pros and cons of GAN evaluation measures: New developments",
        JOURNAL = CVIU,
        VOLUME = "215",
        YEAR = "2022",
        PAGES = "103329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135770"}

@article{bb139763,
        AUTHOR = "Soviany, P. and Ionescu, R.T. and Rota, P. and Sebe, N.",
        TITLE = "Curriculum Learning: A Survey",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1526-1565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135771"}

@article{bb139764,
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        TITLE = "Sum-Product Networks: A Survey",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3821-3839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135772"}

@article{bb139765,
        AUTHOR = "Mandal, M. and Vipparthi, S.K.",
        TITLE = "An Empirical Review of Deep Learning Frameworks for Change Detection:
Model Design, Experimental Frameworks, Challenges and Research Needs",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6101-6122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135773"}

@article{bb139766,
        AUTHOR = "Wang, X. and Chen, Y.D. and Zhu, W.W.",
        TITLE = "A Survey on Curriculum Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4555-4576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135774"}

@article{bb139767,
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        TITLE = "Meta-Learning in Neural Networks: A Survey",
        JOURNAL = PAMI,
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135775"}

@article{bb139768,
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        TITLE = "Deep Generative Modelling: A Comparative Review of VAEs, GANs,
Normalizing Flows, Energy-Based and Autoregressive Models",
        JOURNAL = PAMI,
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        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7327-7347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135776"}

@article{bb139769,
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        TITLE = "Investigating Bi-Level Optimization for Learning and Vision from a
Unified Perspective: A Survey and Beyond",
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135777"}

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        TITLE = "A Systematic Survey of Regularization and Normalization in GANs",
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        YEAR = "2023",
        NUMBER = "11",
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        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135778"}

@article{bb139771,
        AUTHOR = "Qayyum, A. and Ilahi, I. and Shamshad, F. and Boussaid, F. and Bennamoun, M. and Qadir, J.",
        TITLE = "Untrained Neural Network Priors for Inverse Imaging Problems:
A Survey",
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135779"}

@article{bb139772,
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        TITLE = "Adaptive graph regularization method based on least square regression
for clustering",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135780"}

@article{bb139773,
        AUTHOR = "Stankovic, L. and Mandic, D.",
        TITLE = "Convolutional Neural Networks Demystified:
A Matched Filtering Perspective-Based Tutorial",
        JOURNAL = SMCS,
        VOLUME = "53",
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        MONTH = "June",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135781"}

@article{bb139774,
        AUTHOR = "Huang, Y. and Huang, C.Y. and Li, X.X. and Li, K.",
        TITLE = "A Dataset Auditing Method for Collaboratively Trained Machine
Learning Models",
        JOURNAL = MedImg,
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        YEAR = "2023",
        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135782"}

@article{bb139775,
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        TITLE = "Identifying Conditioning Factors and Predictors of Conflict
Likelihood for Machine Learning Models: A Literature Review",
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        VOLUME = "12",
        YEAR = "2023",
        NUMBER = "8",
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@article{bb139776,
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        TITLE = "Efficient High-Resolution Deep Learning: A Survey",
        JOURNAL = Surveys,
        VOLUME = "56",
        YEAR = "2024",
        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135784"}

@article{bb139777,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135785"}

@inproceedings{bb139778,
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@inproceedings{bb139779,
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        TITLE = "An Empirical Investigation into Benchmarking Model Multiplicity for
Trustworthy Machine Learning: A Case Study on Image Classification",
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135787"}

@inproceedings{bb139780,
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An In-Depth Comparative Exploration of Machine Learning Algorithms",
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135788"}

@inproceedings{bb139781,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT135789"}

@inproceedings{bb139782,
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@inproceedings{bb139783,
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@inproceedings{bb139784,
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