@inproceedings{bb159100,
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#TT154974"}
@inproceedings{bb159101,
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#TT154975"}
@inproceedings{bb159102,
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#TT154976"}
@inproceedings{bb159103,
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#TT154977"}
@inproceedings{bb159104,
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#TT154979"}
@book{bb159105,
AUTHOR = "Fu, K.S.",
TITLE = "Pattern Recognition and Machine Learning",
PUBLISHER = "Plenum",
YEAR = "1971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT154980"}
@article{bb159106,
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#TT154981"}
@article{bb159107,
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#TT154982"}
@book{bb159108,
AUTHOR = "Vapnik, V.",
TITLE = "The Nature of Statistical Learning Theory",
PUBLISHER = "Springer-Verlag",
YEAR = "1996",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT154983"}
@book{bb159109,
AUTHOR = "Vapnik, V.",
TITLE = "Statistical Learning Theory",
PUBLISHER = "Wiley",
YEAR = "1998",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT154984"}
@article{bb159110,
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#TT154985"}
@article{bb159111,
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#TT154986"}
@article{bb159112,
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#TT154987"}
@article{bb159113,
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#TT154988"}
@inproceedings{bb159114,
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#TT154989"}
@article{bb159115,
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#TT154990"}
@inproceedings{bb159116,
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#TT154991"}
@inproceedings{bb159117,
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#TT154992"}
@article{bb159118,
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#TT154993"}
@article{bb159119,
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#TT154994"}
@article{bb159120,
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#TT154995"}
@inproceedings{bb159121,
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#TT154996"}
@article{bb159122,
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#TT154997"}
@article{bb159123,
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#TT154998"}
@article{bb159124,
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#TT154999"}
@article{bb159125,
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#TT155000"}
@article{bb159126,
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#TT155001"}
@article{bb159127,
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#TT155002"}
@article{bb159128,
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#TT155003"}
@article{bb159129,
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#TT155004"}
@inproceedings{bb159130,
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#TT155005"}
@inproceedings{bb159131,
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#TT155006"}
@article{bb159132,
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#TT155007"}
@article{bb159133,
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#TT155008"}
@article{bb159134,
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#TT155009"}
@article{bb159135,
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#TT155010"}
@article{bb159136,
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#TT155011"}
@article{bb159137,
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#TT155012"}
@article{bb159138,
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#TT155013"}
@article{bb159139,
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#TT155014"}
@article{bb159140,
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#TT155015"}
@article{bb159141,
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#TT155016"}
@article{bb159142,
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#TT155017"}
@article{bb159143,
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#TT155018"}
@article{bb159144,
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#TT155019"}
@article{bb159145,
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#TT155020"}
@article{bb159146,
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#TT155021"}
@article{bb159147,
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#TT155022"}
@article{bb159148,
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#TT155023"}
@article{bb159149,
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#TT155024"}
@article{bb159150,
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#TT155025"}
@article{bb159151,
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#TT155026"}
@article{bb159152,
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#TT155027"}
@article{bb159153,
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#TT155028"}
@article{bb159154,
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#TT155029"}
@article{bb159155,
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#TT155030"}
@article{bb159156,
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#TT155031"}
@article{bb159157,
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#TT155032"}
@article{bb159158,
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#TT155033"}
@article{bb159159,
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#TT155034"}
@article{bb159160,
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#TT155035"}
@article{bb159161,
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#TT155036"}
@article{bb159162,
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",
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@article{bb159163,
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#TT155038"}
@article{bb159164,
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#TT155039"}
@article{bb159165,
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#TT155040"}
@article{bb159166,
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#TT155040"}
@article{bb159167,
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#TT155041"}
@article{bb159168,
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#TT155042"}
@article{bb159169,
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#TT155043"}
@article{bb159170,
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#TT155044"}
@article{bb159171,
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#TT155045"}
@article{bb159172,
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#TT155046"}
@inproceedings{bb159173,
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#TT155047"}
@inproceedings{bb159174,
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#TT155048"}
@inproceedings{bb159175,
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#TT155049"}
@inproceedings{bb159176,
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#TT155050"}
@inproceedings{bb159177,
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#TT155051"}
@inproceedings{bb159178,
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#TT155052"}
@inproceedings{bb159179,
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#TT155053"}
@inproceedings{bb159180,
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#TT155054"}
@inproceedings{bb159181,
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#TT155055"}
@inproceedings{bb159182,
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#TT155056"}
@inproceedings{bb159183,
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#TT155057"}
@inproceedings{bb159184,
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#TT155058"}
@inproceedings{bb159185,
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#TT155059"}
@inproceedings{bb159186,
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#TT155060"}
@inproceedings{bb159187,
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#TT155061"}
@inproceedings{bb159188,
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#TT155062"}
@inproceedings{bb159189,
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#TT155063"}
@inproceedings{bb159190,
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#TT155064"}
@article{bb159191,
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#TT155065"}
@article{bb159192,
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#TT155066"}
@article{bb159193,
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#TT155067"}
@article{bb159194,
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#TT155068"}
@article{bb159195,
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#TT155068"}
@article{bb159196,
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#TT155069"}
@article{bb159197,
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#TT155070"}
@article{bb159198,
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#TT155071"}
@article{bb159199,
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#TT155072"}
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