@inproceedings{bb159500,
        AUTHOR = "Cardellach, E. and Oliveras, S. and Rius, A.",
        TITLE = "GNSS Signal Interference Classified by Means of a Supervised Learning
Method Applied in the Time-Frequency Domain",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT155372"}

@inproceedings{bb159501,
        AUTHOR = "Liu, H.Y. and Liu, X.F.",
        TITLE = "Adaptive Piecewise Linear Predistorter Based on PSO and Indirect
Learning Architecture",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT155373"}

@inproceedings{bb159502,
        AUTHOR = "Ning, H.Z. and Xu, W. and Zhou, Y. and Gong, Y.H. and Huang, T.S.",
        TITLE = "Temporal difference learning to detect unsafe system states",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT155374"}

@inproceedings{bb159503,
        AUTHOR = "Murthy, C.A. and Das, M. and De, R.K. and Mukhopadhyay, S.",
        TITLE = "Determination of optimal metabolic pathways through a new learning
algorithm",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT155375"}

@inproceedings{bb159504,
        AUTHOR = "Schwartz, S.R. and Wah, B.W.",
        TITLE = "Machine Learning of Computer Vision Algorithms",
        BOOKTITLE = HPRIP-CV94,
        YEAR = "1994",
        PAGES = "319-359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155377"}

@book{bb159505,
        AUTHOR = "Fu, K.S.",
        TITLE = "Pattern Recognition and Machine Learning",
        PUBLISHER = "Plenum",
        YEAR = "1971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155378"}

@article{bb159506,
        AUTHOR = "Bhanu, B. and Poggio, T.",
        TITLE = "Introduction to the Special Section on Learning in Computer Vision",
        JOURNAL = PAMI,
        VOLUME = "16",
        YEAR = "1994",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "865-867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155379"}

@article{bb159507,
        AUTHOR = "Bhanu, B. and Peng, J. and Huang, T. and Draper, B.",
        TITLE = "Introduction to the Special Issue on Learning in Computer Vision and
Pattern Recognition",
        JOURNAL = SMC-B,
        VOLUME = "35",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "391-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155380"}

@book{bb159508,
        AUTHOR = "Vapnik, V.",
        TITLE = "The Nature of Statistical Learning Theory",
        PUBLISHER = "Springer-Verlag",
        YEAR = "1996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155381"}

@book{bb159509,
        AUTHOR = "Vapnik, V.",
        TITLE = "Statistical Learning Theory",
        PUBLISHER = "Wiley",
        YEAR = "1998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155382"}

@article{bb159510,
        AUTHOR = "Vapnik, V.",
        TITLE = "An overview of statistical learning theory",
        JOURNAL = TNN,
        VOLUME = "10",
        YEAR = "1999",
        NUMBER = "5",
        PAGES = "988-999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155383"}

@article{bb159511,
        AUTHOR = "Dietterich, T.G.",
        TITLE = "Machine Learning Research: Four Current Directions",
        JOURNAL = "AI Magazine",
        VOLUME = "18",
        YEAR = "1997",
        NUMBER = "4",
        PAGES = "97-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155384"}

@article{bb159512,
        AUTHOR = "Poggio, T. and Shelton, C.R.",
        TITLE = "Machine Learning, Machine Vision, and the Brain",
        JOURNAL = AIMag,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "3",
        PAGES = "37-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155385"}

@article{bb159513,
        AUTHOR = "Petrou, M.",
        TITLE = "Learning in Pattern Recognition: Some Thoughts",
        JOURNAL = PRL,
        VOLUME = "22",
        YEAR = "2001",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "3-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155386"}

@inproceedings{bb159514,
        AUTHOR = "Petrou, M.",
        TITLE = "Learning in Computer Vision: Some Thoughts",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "1-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155387"}

@article{bb159515,
        AUTHOR = "Xu, M. and Petrou, M.",
        TITLE = "3D Scene interpretation by combining probability theory and logic:
The tower of knowledge",
        JOURNAL = CVIU,
        VOLUME = "115",
        YEAR = "2011",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1581-1596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155388"}

@inproceedings{bb159516,
        AUTHOR = "Xu, M. and Petrou, M.",
        TITLE = "Learning Logic Rules for Scene Interpretation Based on Markov Logic
Networks",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "III: 341-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155389"}

@inproceedings{bb159517,
        AUTHOR = "Xu, M. and Petrou, M.",
        TITLE = "Recursive Tower of Knowledge for Learning to Interpret Scenes",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155390"}

@article{bb159518,
        AUTHOR = "Xu, M. and Wang, Z. and Petrou, M.",
        TITLE = "Tower of Knowledge for scene interpretation: A survey",
        JOURNAL = PRL,
        VOLUME = "48",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "42-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155391"}

@article{bb159519,
        AUTHOR = "Freeman, W.T. and Perona, P. and Scholkopf, B.",
        TITLE = "Guest Editorial Machine Learning for Vision",
        JOURNAL = IJCV,
        VOLUME = "77",
        YEAR = "2008",
        NUMBER = "1-3",
        MONTH = "May",
        PAGES = "1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155392"}

@article{bb159520,
        AUTHOR = "Raducanu, B. and Vitria, J.",
        TITLE = "Learning to learn: From smart machines to intelligent machines",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1024-1032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155393"}

@inproceedings{bb159521,
        AUTHOR = "Raducanu, B. and Vitria, J.",
        TITLE = "Online Learning for Human-Robot Interaction",
        BOOKTITLE = Learning07,
        YEAR = "2007",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155394"}

@article{bb159522,
        AUTHOR = "Raducanu, B. and Vitria, J. and Leonardis, A.",
        TITLE = "Online pattern recognition and machine learning techniques for
computer-vision: Theory and applications",
        JOURNAL = IVC,
        VOLUME = "28",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1063-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155395"}

@article{bb159523,
        AUTHOR = "Ioannidou, A. and Chatzilari, E. and Nikolopoulos, S. and Kompatsiaris, I.",
        TITLE = "Deep Learning Advances in Computer Vision with 3D Data: A Survey",
        JOURNAL = Surveys,
        VOLUME = "50",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "Article No 20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155396"}

@article{bb159524,
        AUTHOR = "McCann, M.T. and Jin, K.H. and Unser, M.",
        TITLE = "Convolutional Neural Networks for Inverse Problems in Imaging:
A Review",
        JOURNAL = SPMag,
        VOLUME = "34",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "85-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155397"}

@article{bb159525,
        AUTHOR = "Jin, K.H. and McCann, M.T. and Froustey, E. and Unser, M.",
        TITLE = "Deep Convolutional Neural Network for Inverse Problems in Imaging",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4509-4522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155398"}

@article{bb159526,
        AUTHOR = "Arulkumaran, K. and Deisenroth, M.P. and Brundage, M. and Bharath, A.A.",
        TITLE = "Deep Reinforcement Learning: A Brief Survey",
        JOURNAL = SPMag,
        VOLUME = "34",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "26-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155399"}

@article{bb159527,
        AUTHOR = "Fawzi, A. and Moosavi Dezfooli, S.M. and Frossard, P.",
        TITLE = "The Robustness of Deep Networks: A Geometrical Perspective",
        JOURNAL = SPMag,
        VOLUME = "34",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "50-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155400"}

@article{bb159528,
        AUTHOR = "Darrell, T.J. and Lampert, C.H. and Sebe, N. and Wu, Y. and Yan, Y.",
        TITLE = "Guest Editors' Introduction to the Special Section on Learning with
Shared Information for Computer Vision and Multimedia Analysis",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1029-1031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155401"}

@article{bb159529,
        AUTHOR = "Nagy, G.",
        TITLE = "Document analysis systems that improve with use",
        JOURNAL = IJDAR,
        VOLUME = "23",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "13-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155402"}

@inproceedings{bb159530,
        AUTHOR = "Nagy, G.",
        TITLE = "Estimation, Learning, and Adaptation: Systems That Improve with Use",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155403"}

@inproceedings{bb159531,
        AUTHOR = "Nagy, G.",
        TITLE = "Persistent Issues in Learning and Estimation",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol I: 561-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155404"}

@article{bb159532,
        AUTHOR = "Qin, H.T. and Gong, R.H. and Liu, X.L. and Bai, X. and Song, J.K. and Sebe, N.",
        TITLE = "Binary neural networks: A survey",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155405"}

@article{bb159533,
        AUTHOR = "Serban, A. and Poll, E. and Visser, J.",
        TITLE = "Adversarial Examples on Object Recognition: A Comprehensive Survey",
        JOURNAL = Surveys,
        VOLUME = "53",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155406"}

@article{bb159534,
        AUTHOR = "Goodfellow, I. and Pouget Abadie, J. and Mirza, M. and Xu, B. and Warde Farley, D. and Ozair, S. and Courville, A. and Bengio, Y.",
        TITLE = "Generative Adversarial Networks",
        JOURNAL = CACM,
        VOLUME = "63",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "139-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155407"}

@article{bb159535,
        AUTHOR = "Wang, Z.W. and She, Q. and Ward, T.E.",
        TITLE = "Generative Adversarial Networks in Computer Vision:
A Survey and Taxonomy",
        JOURNAL = Surveys,
        VOLUME = "54",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155408"}

@article{bb159536,
        AUTHOR = "Das, R. and Sen, S. and Maulik, U.",
        TITLE = "A Survey on Fuzzy Deep Neural Networks",
        JOURNAL = Surveys,
        VOLUME = "53",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155409"}

@article{bb159537,
        AUTHOR = "Wang, H. and Yeung, D.Y.",
        TITLE = "A Survey on Bayesian Deep Learning",
        JOURNAL = Surveys,
        VOLUME = "53",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155410"}

@article{bb159538,
        AUTHOR = "Samek, W. and Montavon, G. and Lapuschkin, S. and Anders, C.J. and Muller, K.R.",
        TITLE = "Explaining Deep Neural Networks and Beyond:
A Review of Methods and Applications",
        JOURNAL = PIEEE,
        VOLUME = "109",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "247-278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155411"}

@article{bb159539,
        AUTHOR = "Saxena, D. and Cao, J.N.",
        TITLE = "Generative Adversarial Networks (GANs):
Challenges, Solutions, and Future Directions",
        JOURNAL = Surveys,
        VOLUME = "54",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155412"}

@article{bb159540,
        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#TT155413"}

@article{bb159541,
        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,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "22",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155414"}

@article{bb159542,
        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#TT155415"}

@article{bb159543,
        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#TT155416"}

@article{bb159544,
        AUTHOR = "Sanchez Cauce, R. and Paris, I. and Diez, F.J.",
        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#TT155417"}

@article{bb159545,
        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#TT155418"}

@article{bb159546,
        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#TT155419"}

@article{bb159547,
        AUTHOR = "Hospedales, T.M. and Antoniou, A. and Micaelli, P. and Storkey, A.",
        TITLE = "Meta-Learning in Neural Networks: A Survey",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5149-5169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155420"}

@article{bb159548,
        AUTHOR = "Bond Taylor, S. and Leach, A. and Long, Y. and Willcocks, C.G.",
        TITLE = "Deep Generative Modelling: A Comparative Review of VAEs, GANs,
Normalizing Flows, Energy-Based and Autoregressive Models",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7327-7347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155421"}

@article{bb159549,
        AUTHOR = "Liu, R.S. and Gao, J.X. and Zhang, J. and Meng, D.Y. and Lin, Z.C.",
        TITLE = "Investigating Bi-Level Optimization for Learning and Vision from a
Unified Perspective: A Survey and Beyond",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10045-10067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155422"}

@article{bb159550,
        AUTHOR = "Li, Z.Q. and Usman, M. and Tao, R.T. and Xia, P.F. and Wang, C.Y. and Chen, H.H. and Li, B.",
        TITLE = "A Systematic Survey of Regularization and Normalization in GANs",
        JOURNAL = Surveys,
        VOLUME = "55",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "February",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155423"}

@article{bb159551,
        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",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "6511-6536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155424"}

@article{bb159552,
        AUTHOR = "Peng, S.Y. and Lu, J. and Cao, J.Z. and Peng, Q.M. and Yang, Z.J.",
        TITLE = "Adaptive graph regularization method based on least square regression
for clustering",
        JOURNAL = SP:IC,
        VOLUME = "114",
        YEAR = "2023",
        PAGES = "116938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155425"}

@article{bb159553,
        AUTHOR = "Stankovic, L. and Mandic, D.",
        TITLE = "Convolutional Neural Networks Demystified:
A Matched Filtering Perspective-Based Tutorial",
        JOURNAL = SMCS,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3614-3628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155426"}

@article{bb159554,
        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,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2081-2090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155427"}

@article{bb159555,
        AUTHOR = "Obukhov, T. and Brovelli, M.A.",
        TITLE = "Identifying Conditioning Factors and Predictors of Conflict
Likelihood for Machine Learning Models: A Literature Review",
        JOURNAL = IJGI,
        VOLUME = "12",
        YEAR = "2023",
        NUMBER = "8",
        PAGES = "322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155428"}

@article{bb159556,
        AUTHOR = "Bakhtiarnia, A. and Zhang, Q. and Iosifidis, A.",
        TITLE = "Efficient High-Resolution Deep Learning: A Survey",
        JOURNAL = Surveys,
        VOLUME = "56",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "April",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155429"}

@article{bb159557,
        AUTHOR = "Akar, C.A. and Massih, R.A. and Yaghi, A. and Khalil, J. and Kamradt, M. and Makhoul, A.",
        TITLE = "Generative Adversarial Network Applications in Industry 4.0: A Review",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2195-2254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155430"}

@article{bb159558,
        AUTHOR = "Mettes, P.S. and Atigh, M.G. and Keller Ressel, M. and Gu, J. and Yeung, S.",
        TITLE = "Hyperbolic Deep Learning in Computer Vision: A Survey",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "3484-3508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155431"}

@article{bb159559,
        AUTHOR = "Warner, E. and Lee, J. and Hsu, W. and Syeda Mahmood, T. and Kahn, C.E. and Gevaert, O. and Rao, A.",
        TITLE = "Multimodal Machine Learning in Image-Based and Clinical Biomedicine:
Survey and Prospects",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "3753-3769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155432"}

@article{bb159560,
        AUTHOR = "Diana, L. and Dini, P.",
        TITLE = "Review on Hardware Devices and Software Techniques Enabling Neural
Network Inference Onboard Satellites",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "21",
        PAGES = "3957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155433"}

@article{bb159561,
        AUTHOR = "Son, J. and Lee, S. and Kim, G.",
        TITLE = "When Meta-Learning Meets Online and Continual Learning: A Survey",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "413-432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155434"}

@article{bb159562,
        AUTHOR = "Zhou, S. and Xu, H.J. and Zheng, Z. and Chen, J.W. and Li, Z. and Bu, J.J. and Wu, J. and Wang, X. and Zhu, W.W. and Ester, M.",
        TITLE = "A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and
Future Directions",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "November",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155435"}

@article{bb159563,
        AUTHOR = "Guarrasi, V. and Aksu, F. and Caruso, C.M. and di Feola, F. and Rofena, A. and Ruffini, F. and Soda, P.",
        TITLE = "A systematic review of intermediate fusion in multimodal deep
learning for biomedical applications",
        JOURNAL = IVC,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "105509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155436"}

@article{bb159564,
        AUTHOR = "Benarba, N. and Bouchenak, S.",
        TITLE = "Bias in Federated Learning: A Comprehensive Survey",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "June",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155437"}

@article{bb159565,
        AUTHOR = "Panda, M.P. and Tiezzi, M. and Vilas, M. and Roig, G. and Eskofier, B.M. and Zanca, D.",
        TITLE = "FovEx: Human-Inspired Explanations for Vision Transformers and
Convolutional Neural Networks",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7437-7459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155438"}

@article{bb159566,
        AUTHOR = "Zanca, D. and Eskofier, B.M. and Roig, G. and Vilas, M. and Tiezzi, M. and Panda, M.P.",
        TITLE = "FovEx: Human-Inspired Explanations for Vision Transformers and
Convolutional Neural Networks",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8664-8664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155438"}

@article{bb159567,
        AUTHOR = "Hou, H.W. and Ding, S.F. and Cao, C.G. and Xu, X. and Guo, L. and Li, X.",
        TITLE = "A comprehensive survey of image clustering based on deep learning",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155439"}

@article{bb159568,
        AUTHOR = "Alharith, R. and Zhang, J.S. and Ibrahim, A.O. and Wu, Z.Y.",
        TITLE = "Concept-Based Explanation for Deep Vision Models: A Comprehensive
Survey on Techniques, Taxonomy, Applications, and Recent Advances",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155440"}

@article{bb159569,
        AUTHOR = "Ranjan, P. and Nandal, A. and Agarwal, S. and Kumar, R.",
        TITLE = "A Dive into Generative Adversarial Networks in the World of
Hyperspectral Imaging: A Survey of the State of the Art",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "2",
        PAGES = "196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155441"}

@article{bb159570,
        AUTHOR = "Zhu, J.X. and Chen, D. and Wang, H.",
        TITLE = "Learning from positive and unlabeled data via kernel alignment
approach",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "112953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155442"}

@article{bb159571,
        AUTHOR = "Jorges, C. and Moody, A.",
        TITLE = "Perspectives and Challenges of Machine Learning for Applications in
Agriculture and Vegetation Using Remote Sensing",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "15",
        PAGES = "2589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155443"}

@article{bb159572,
        AUTHOR = "Hafiz, A.M. and Hassaballah, M.",
        TITLE = "Quantum computing for computer vision: A comprehensive literature
survey",
        JOURNAL = IVC,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "106120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155444"}

@inproceedings{bb159573,
        AUTHOR = "Malnick, S. and Avidan, S. and Fried, O.",
        TITLE = "Taming Normalizing Flows",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4632-4642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155445"}

@inproceedings{bb159574,
        AUTHOR = "Ganesh, P.",
        TITLE = "An Empirical Investigation into Benchmarking Model Multiplicity for
Trustworthy Machine Learning: A Case Study on Image Classification",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4476-4485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155446"}

@inproceedings{bb159575,
        AUTHOR = "Pathak, A. and Arya, K.V. and Tiwari, V. and Bhende, M.",
        TITLE = "Unveiling Image Classifiers:
An In-Depth Comparative Exploration of Machine Learning Algorithms",
        BOOKTITLE = ICCVMI23,
        YEAR = "2023",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155447"}

@inproceedings{bb159576,
        AUTHOR = "Wang, Q.Y. and Powell, M.A. and Geisa, A. and Bridgeford, E. and Priebe, C.E. and Vogelstein, J.T.",
        TITLE = "Why do networks have inhibitory/negative connections?",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22494-22502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155448"}

@inproceedings{bb159577,
        AUTHOR = "Hanspal, H. and Lomuscio, A.",
        TITLE = "Efficient Verification of Neural Networks Against LVM-Based
Specifications",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3894-3903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155449"}

@inproceedings{bb159578,
        AUTHOR = "Matzinger, H. and Allgeier, A.",
        TITLE = "CNN Image Recognition is Mainly Based on Local Features",
        BOOKTITLE = ICRVC22,
        YEAR = "2022",
        PAGES = "90-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155450"}

@inproceedings{bb159579,
        AUTHOR = "Alfarra, M. and Perez, J.C. and Fruhstuck, A. and Torr, P.H.S. and Wonka, P. and Ghanem, B.",
        TITLE = "On the Robustness of Quality Measures for GANs",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XVII:18-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155451"}

@inproceedings{bb159580,
        AUTHOR = "Gavrikov, P. and Keuper, J.",
        TITLE = "CNN Filter DB:
An Empirical Investigation of Trained Convolutional Filters",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "19044-19054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155452"}

@inproceedings{bb159581,
        AUTHOR = "Gavrikov, P. and Keuper, J.",
        TITLE = "Adversarial Robustness through the Lens of Convolutional Filters",
        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "138-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155453"}

@inproceedings{bb159582,
        AUTHOR = "Inkawhich, M. and Inkawhich, N. and Davis, E. and Li, H. and Chen, Y.R.",
        TITLE = "The Untapped Potential of Off-the-Shelf Convolutional Neural Networks",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2907-2916",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155454"}

@inproceedings{bb159583,
        AUTHOR = "Minskiy, D. and Bober, M.",
        TITLE = "Efficient Hybrid Network: Inducting Scattering Features",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2300-2306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155455"}

@inproceedings{bb159584,
        AUTHOR = "Minskiy, D. and Bober, M.",
        TITLE = "Scattering-Based Hybrid Networks: An Evaluation and Design Guide",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2793-2797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155456"}

@inproceedings{bb159585,
        AUTHOR = "Zhou, H.Y. and Lu, C.X. and Yang, S. and Yu, Y.Z.",
        TITLE = "ConvNets vs. Transformers:
Whose Visual Representations are More Transferable?",
        BOOKTITLE = DeepMTL21,
        YEAR = "2021",
        PAGES = "2230-2238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155457"}

@inproceedings{bb159586,
        AUTHOR = "Wang, X.H. and Eliott, F.M. and Ainooson, J. and Palmer, J.H. and Kunda, M.",
        TITLE = "An Object is Worth Six Thousand Pictures:
The Egocentric, Manual, Multi-image (EMMI) Dataset",
        BOOKTITLE = Egocentric17,
        YEAR = "2017",
        PAGES = "2364-2372",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155458"}

@inproceedings{bb159587,
        AUTHOR = "Bala, J.W. and Michalski, R.S. and Wnek, J.",
        TITLE = "The Prax Approach to Learning a Large Number of
Texture Concepts",
        BOOKTITLE = AAAI-MLCV93,
        YEAR = "1993",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155459"}

@inproceedings{bb159588,
        AUTHOR = "Bala, J.W. and Michalski, R.S. and Pachowicz, P.W.",
        TITLE = "Progress on Vision through Learning at George Mason University",
        BOOKTITLE = ARPA94,
        YEAR = "1994",
        PAGES = "I:191-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155460"}

@inproceedings{bb159589,
        AUTHOR = "Michalski, R.S. and Rosenfeld, A. and Aloimonos, Y. and Duric, Z. and Maloof, M.A. and Zhang, Q.",
        TITLE = "Progress on Vision Through Learning",
        BOOKTITLE = ARPA96,
        YEAR = "1996",
        PAGES = "177-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155461"}

@inproceedings{bb159590,
        AUTHOR = "Bhanu, B. and Bowyer, K.W. and Hall, L.O. and Langley, P.",
        TITLE = "Report of the AAAI Fall Symposium on Machine Learning and
Computer Vision: What, Why and How?",
        BOOKTITLE = ARPA94,
        YEAR = "1994",
        PAGES = "I:727-731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT155462"}

@article{bb159591,
        AUTHOR = "Manju, S. and Punithavalli, M.",
        TITLE = "Neural network-based ideation learning for intelligent agents:
e-brainstorming with privacy preferences",
        JOURNAL = IJCVR,
        VOLUME = "5",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "231-253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155463"}

@article{bb159592,
        AUTHOR = "Oneto, L. and Ridella, S. and Anguita, D.",
        TITLE = "Differential privacy and generalization: Sharper bounds with
applications",
        JOURNAL = PRL,
        VOLUME = "89",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "31-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155464"}

@article{bb159593,
        AUTHOR = "Gonzalez Serrano, F.J. and Navia Vazquez, A. and Amor Martin, A.",
        TITLE = "Training Support Vector Machines with privacy-protected data",
        JOURNAL = PR,
        VOLUME = "72",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "93-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155465"}

@article{bb159594,
        AUTHOR = "Yang, J.J. and Wu, J.Z. and Wang, X.J.",
        TITLE = "Special Issue Retraction: 
Convolutional neural network based on differential privacy in
exponential attenuation mode for image classification",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155466"}

@article{bb159595,
        AUTHOR = "Wang, X.J. and Wu, J.Z. and Yang, J.J.",
        TITLE = "Special Issue Retraction: 
Convolutional neural network based on differential privacy in
exponential attenuation mode for image classification",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "15",
        MONTH = "December",
        PAGES = "3676-3681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155466"}

@article{bb159596,
        AUTHOR = "Kim, Y. and Cho, D. and Hong, S.",
        TITLE = "Towards Privacy-Preserving Domain Adaptation",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1675-1679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155467"}

@article{bb159597,
        AUTHOR = "Venkategowda, N.K.D. and Werner, S.",
        TITLE = "Privacy-Preserving Distributed Maximum Consensus",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1839-1843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155468"}

@article{bb159598,
        AUTHOR = "Dhuli, V.S. and Kouachi, S. and Werner, S.",
        TITLE = "Optimal Analysis of Consensus Algorithms for r-Nearest Ring Networks",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2494-2498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155469"}

@article{bb159599,
        AUTHOR = "Alkhelaiwi, M. and Boulila, W. and Ahmad, J. and Koubaa, A. and Driss, M.",
        TITLE = "An Efficient Approach Based on Privacy-Preserving Deep Learning for
Satellite Image Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT155470"}

Last update: