@inproceedings{bb118400,
        AUTHOR = "Jovanovic, L.",
        TITLE = "Learning Algorithm Based on Modified Structure of Pattern Classes",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "I:487-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114648"}

@inproceedings{bb118401,
        AUTHOR = "Valev, V. and Radeva, P.I.",
        TITLE = "A method of solving pattern or image recognition problems by learning
Boolean formulas",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "II:359-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114649"}

@inproceedings{bb118402,
        AUTHOR = "Soloway, E.M. and Riseman, E.M.",
        TITLE = "Levels of Pattern Description in Learning",
        BOOKTITLE = IJCAI77,
        YEAR = "1977",
        PAGES = "801-811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT114650"}

@article{bb118403,
        AUTHOR = "Grim, J. and Somol, P. and Pudil, P.",
        TITLE = "Probabilistic neural network playing and learning Tic-Tac-Toe",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1866-1873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114651"}

@article{bb118404,
        AUTHOR = "Xing, X.L. and Wang, K. and Lv, Z.W. and Zhou, Y. and Du, S.",
        TITLE = "Fusion of Local Manifold Learning Methods",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "395-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114652"}

@article{bb118405,
        AUTHOR = "Yukawa, M. and Muller, K.R.",
        TITLE = "Why Does a Hilbertian Metric Work Efficiently in Online Learning With
Kernels?",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1424-1428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114653"}

@article{bb118406,
        AUTHOR = "Cao, X. and Liu, K.J.R.",
        TITLE = "A Graphical Evolutionary Game Approach to Social Learning",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "765-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114654"}

@article{bb118407,
        AUTHOR = "Mohr, F. and Wever, M. and Tornede, A. and Hullermeier, E.",
        TITLE = "Predicting Machine Learning Pipeline Runtimes in the Context of
Automated Machine Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3055-3066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114655"}

@article{bb118408,
        AUTHOR = "Zimmer, L. and Lindauer, M. and Hutter, F.",
        TITLE = "Auto-Pytorch:
Multi-Fidelity MetaLearning for Efficient and Robust AutoDL",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3079-3090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114656"}

@article{bb118409,
        AUTHOR = "Liu, Z.Y. and Pavao, A. and Xu, Z. and Escalera, S. and Ferreira, F. and Guyon, I. and Hong, S. and Hutter, F. and Ji, R.R. and Junior, J.C.S.J. and Li, G. and Lindauer, M. and Luo, Z.P. and Madadi, M. and Nierhoff, T. and Niu, K. and Pan, C. and Stoll, D. and Treguer, S. and Wang, J. and Wang, P. and Wu, C.L. and Xiong, Y.C. and Zela, A. and Zhang, Y.",
        TITLE = "Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL
Challenge 2019",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3108-3125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114657"}

@inproceedings{bb118410,
        AUTHOR = "Sun, J. and Sow, D. and Hu, J.Y. and Ebadollahi, S.",
        TITLE = "Localized Supervised Metric Learning on Temporal Physiological Data",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4149-4152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114658"}

@inproceedings{bb118411,
        AUTHOR = "Fausser, S. and Schwenker, F.",
        TITLE = "Learning a Strategy with Neural Approximated Temporal-Difference
Methods in English Draughts",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2925-2928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114659"}

@inproceedings{bb118412,
        AUTHOR = "Joko, M. and Kawahara, Y. and Yairi, T.",
        TITLE = "Learning Non-linear Dynamical Systems by Alignment of Local Linear
Models",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1084-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114660"}

@inproceedings{bb118413,
        AUTHOR = "Shamili, A.S. and Bauckhage, C. and Alpcan, T.",
        TITLE = "Malware Detection on Mobile Devices Using Distributed Machine Learning",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4348-4351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114661"}

@inproceedings{bb118414,
        AUTHOR = "Khalili, A.H. and Wu, C. and Aghajan, H.",
        TITLE = "Hierarchical preference learning for light control from user feedback",
        BOOKTITLE = "CVPR4HB10",
        YEAR = "2010",
        PAGES = "56-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114662"}

@inproceedings{bb118415,
        AUTHOR = "Masri, M. and Ahmad, W.F.B.W. and Nordin, S.M. and Sulaiman, S.",
        TITLE = "The Effect of Visual of a Courseware towards Pre-University Students'
Learning in Literature",
        BOOKTITLE = IVIC09,
        YEAR = "2009",
        PAGES = "822-831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114663"}

@inproceedings{bb118416,
        AUTHOR = "Shafie, A.B. and Janier, J.B. and Ahmad, W.F.B.W.",
        TITLE = "Visual Learning in Application of Integration",
        BOOKTITLE = IVIC09,
        YEAR = "2009",
        PAGES = "832-843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114664"}

@inproceedings{bb118417,
        AUTHOR = "Zainuddin, N.M.M. and Zaman, H.B. and Ahmad, A.",
        TITLE = "Learning Science Using AR Book:
A Preliminary Study on Visual Needs of Deaf Learners",
        BOOKTITLE = IVIC09,
        YEAR = "2009",
        PAGES = "844-855",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642l1.html#TT114665"}

@inproceedings{bb118418,
        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#TT114666"}

@inproceedings{bb118419,
        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#TT114667"}

@inproceedings{bb118420,
        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#TT114668"}

@inproceedings{bb118421,
        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#TT114669"}

@inproceedings{bb118422,
        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#TT114670"}

@book{bb118423,
        AUTHOR = "Fu, K.S.",
        TITLE = "Pattern Recognition and Machine Learning",
        PUBLISHER = "Plenum",
        YEAR = "1971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT114671"}

@article{bb118424,
        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#TT114672"}

@article{bb118425,
        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#TT114673"}

@book{bb118426,
        AUTHOR = "Vapnik, V.",
        TITLE = "The Nature of Statistical Learning Theory",
        PUBLISHER = "Springer-Verlag",
        YEAR = "1996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT114674"}

@book{bb118427,
        AUTHOR = "Vapnik, V.",
        TITLE = "Statistical Learning Theory",
        PUBLISHER = "Wiley",
        YEAR = "1998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT114675"}

@article{bb118428,
        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#TT114676"}

@article{bb118429,
        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#TT114677"}

@article{bb118430,
        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#TT114678"}

@article{bb118431,
        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#TT114679"}

@inproceedings{bb118432,
        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#TT114680"}

@article{bb118433,
        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#TT114681"}

@inproceedings{bb118434,
        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#TT114682"}

@inproceedings{bb118435,
        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#TT114683"}

@article{bb118436,
        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#TT114684"}

@article{bb118437,
        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#TT114685"}

@article{bb118438,
        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#TT114686"}

@inproceedings{bb118439,
        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#TT114687"}

@article{bb118440,
        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#TT114688"}

@article{bb118441,
        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#TT114689"}

@article{bb118442,
        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#TT114690"}

@article{bb118443,
        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#TT114691"}

@article{bb118444,
        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#TT114692"}

@article{bb118445,
        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#TT114693"}

@article{bb118446,
        AUTHOR = "Darrell, T.J. and Lampert, C. 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#TT114694"}

@article{bb118447,
        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#TT114695"}

@inproceedings{bb118448,
        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#TT114696"}

@inproceedings{bb118449,
        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#TT114697"}

@article{bb118450,
        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#TT114698"}

@article{bb118451,
        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#TT114699"}

@article{bb118452,
        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#TT114700"}

@article{bb118453,
        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#TT114701"}

@article{bb118454,
        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#TT114702"}

@article{bb118455,
        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#TT114703"}

@article{bb118456,
        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#TT114704"}

@article{bb118457,
        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#TT114705"}

@article{bb118458,
        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#TT114706"}

@inproceedings{bb118459,
        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#TT114707"}

@inproceedings{bb118460,
        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#TT114708"}

@inproceedings{bb118461,
        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#TT114709"}

@inproceedings{bb118462,
        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#TT114710"}

@inproceedings{bb118463,
        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#TT114711"}

@article{bb118464,
        AUTHOR = "Shvaytser, H.",
        TITLE = "Learnable and Nonlearnable Visual Concepts",
        JOURNAL = PAMI,
        VOLUME = "12",
        YEAR = "1990",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "459-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114712"}

@inproceedings{bb118465,
        AUTHOR = "Shvaytser, H.",
        TITLE = "Learnable and Nonlearnable Visual Concepts",
        BOOKTITLE = ICCV88,
        YEAR = "1988",
        PAGES = "264-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114712"}

@article{bb118466,
        AUTHOR = "Bradley, A.P.",
        TITLE = "The Use of the Area Under the ROC Curve in the
Evaluation of Machine Learning Algorithms",
        JOURNAL = PR,
        VOLUME = "30",
        YEAR = "1997",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1145-1159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114713"}

@article{bb118467,
        AUTHOR = "Bradley, A.P.",
        TITLE = "ROC curve equivalence using the Kolmogorov-Smirnov test",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "470-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114714"}

@inproceedings{bb118468,
        AUTHOR = "Bradley, A.P. and Longstaff, I.D.",
        TITLE = "Sample size estimation using the receiver operating characteristic
curve",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 428-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114715"}

@article{bb118469,
        AUTHOR = "Gu, H.Z. and Takahashi, H.",
        TITLE = "How Bad May Learning Curves Be?",
        JOURNAL = PAMI,
        VOLUME = "22",
        YEAR = "2000",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1155-1167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114716"}

@article{bb118470,
        AUTHOR = "Gifford, H.C. and King, M.A. and Pretorius, P.H. and Wells, R.G.",
        TITLE = "A Comparison of Human and Model Observers in Multislice LROC Studies",
        JOURNAL = MedImg,
        VOLUME = "24",
        YEAR = "2005",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "160-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114717"}

@article{bb118471,
        AUTHOR = "Wang, F. and Dobre, O.A. and Chan, C. and Zhang, J.",
        TITLE = "Fold-based Kolmogorov-Smirnov Modulation Classifier",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1003-1007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114718"}

@article{bb118472,
        AUTHOR = "Chen, J. and Liu, D. and Xu, T. and Wu, S.W. and Cheng, Y.F. and Chen, E.",
        TITLE = "Is Heuristic Sampling Necessary in Training Deep Object Detectors?",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "8454-8467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114719"}

@inproceedings{bb118473,
        AUTHOR = "Korkmaz, E.",
        TITLE = "Inaccuracy of State-Action Value Function For Non-Optimal Actions in
Adversarially Trained Deep Neural Policies",
        BOOKTITLE = RCV21,
        YEAR = "2021",
        PAGES = "2323-2327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114720"}

@inproceedings{bb118474,
        AUTHOR = "Xuan, H. and Stylianou, A. and Liu, X.T. and Pless, R.",
        TITLE = "Hard Negative Examples are Hard, but Useful",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIV:126-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114721"}

@inproceedings{bb118475,
        AUTHOR = "Bhaskaruni, D. and Moss, F.P. and Lan, C.",
        TITLE = "Estimating Prediction Qualities without Ground Truth:
A Revisit of the Reverse Testing Framework",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "49-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114722"}

@inproceedings{bb118476,
        AUTHOR = "Ramos Pollan, R. and Guevara Lopez, M.A. and Oliveira, E.",
        TITLE = "Introducing ROC Curves as Error Measure Functions:
A New Approach to Train ANN-Based Biomedical Data Classifiers",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "517-524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114723"}

@inproceedings{bb118477,
        AUTHOR = "Pungprasertying, P. and Chatpatanasiri, R. and Kijsirikul, B.",
        TITLE = "Migration Analysis: An Alternative Approach for Analyzing Learning
Performance",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 837-840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114724"}

@inproceedings{bb118478,
        AUTHOR = "Shimizu, S. and Ohyama, W. and Wakabayashi, T. and Kimura, F.",
        TITLE = "Mirror image learning for autoassociative neural networks",
        BOOKTITLE = ICDAR03,
        YEAR = "2003",
        PAGES = "804-808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114725"}

@inproceedings{bb118479,
        AUTHOR = "Shi, M. and Wakabayashi, T. and Ohyama, W. and Kimura, F.",
        TITLE = "Comparative study on mirror image learning (MIL) and GLVQ",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 248-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114726"}

@inproceedings{bb118480,
        AUTHOR = "Wakabayashi, T. and Shi, M. and Ohyama, W. and Kimura, F.",
        TITLE = "A comparative study on mirror image learning and ALSM",
        BOOKTITLE = FHR02,
        YEAR = "2002",
        PAGES = "151-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114727"}

@inproceedings{bb118481,
        AUTHOR = "Burege, M.J. and Burger, W.",
        TITLE = "Learning Visual Ideals",
        BOOKTITLE = CIAP97,
        YEAR = "1997",
        PAGES = "II: 316-323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114728"}

@inproceedings{bb118482,
        AUTHOR = "Blackburn, M.R. and Nguyen, H.G.",
        TITLE = "Learning in Robot Vision Directed Reaching: A Comparison of Methods",
        BOOKTITLE = ARPA94,
        YEAR = "1994",
        PAGES = "I:781-788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT114729"}

@article{bb118483,
        AUTHOR = "Cohen, B. and Sammut, C.",
        TITLE = "Object recognition and concept learning with CONFUCIUS",
        JOURNAL = PR,
        VOLUME = "15",
        YEAR = "1982",
        NUMBER = "4",
        PAGES = "309-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114730"}

@book{bb118484,
        AUTHOR = "Soucke, B.",
        TITLE = "Fast Learning and Invariant Object Recognition:
The Sixth Generation Breakthrough",
        PUBLISHER = "Wiley-Interscience",
        YEAR = "1992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114731"}

@article{bb118485,
        AUTHOR = "Chan, T.Y.T. and Goldfarb, L.",
        TITLE = "Primitive pattern learning",
        JOURNAL = PR,
        VOLUME = "25",
        YEAR = "1992",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "883-889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114732"}

@article{bb118486,
        AUTHOR = "Edelman, S.",
        TITLE = "On Learning to Recognize 3-D Objects from Examples",
        JOURNAL = PAMI,
        VOLUME = "15",
        YEAR = "1993",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "833-837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114733"}

@article{bb118487,
        AUTHOR = "Edelman, S.",
        TITLE = "Representation of Similarity in 3-Dimensional Object Discrimination",
        JOURNAL = NeurComp,
        VOLUME = "7",
        YEAR = "1995",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "408-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114734"}

@article{bb118488,
        AUTHOR = "Edelman, S.",
        TITLE = "Representing 3D Objects by Sets of Activities of Receptive Fields",
        JOURNAL = BioCyber,
        VOLUME = "70",
        YEAR = "1993",
        PAGES = "37-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114735"}

@inproceedings{bb118489,
        AUTHOR = "Edelman, S.",
        TITLE = "Viewpoint-specific Representations in Three-dimensional
Object Recognition",
        BOOKTITLE = "MIT AI Memo",
        YEAR = "1990",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114736"}

@article{bb118490,
        AUTHOR = "Edelman, S.",
        TITLE = "Class Similarity and Viewpoint Invariance in the Recognition
of 3D Objects",
        JOURNAL = BioCyber,
        VOLUME = "72",
        YEAR = "1995",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "207-220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114737"}

@article{bb118491,
        AUTHOR = "Edelman, S. and Weinshall, D.",
        TITLE = "A Self-Organizing Multiple-View Representation of 3D objects",
        JOURNAL = BioCyber,
        VOLUME = "64",
        YEAR = "1991",
        PAGES = "209-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114738"}

@article{bb118492,
        AUTHOR = "Edelman, S. and Bulthoff, H.H.",
        TITLE = "Orientation Dependence in the Recognition of Familiar and Novel Views of
3D Objects",
        JOURNAL = "Vision Research",
        VOLUME = "32",
        YEAR = "1992",
        PAGES = "2385-2400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114739"}

@article{bb118493,
        AUTHOR = "Cutzu, F. and Edelman, S.",
        TITLE = "Canonical Views in Object Representation and Recognition",
        JOURNAL = "Vision Research",
        VOLUME = "34",
        YEAR = "1994",
        PAGES = "3037-3056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114740"}

@inproceedings{bb118494,
        AUTHOR = "Poggio, T. and Sung, K.K.",
        TITLE = "Networks that Learn for Image Understanding",
        BOOKTITLE = AIU96,
        YEAR = "1996",
        PAGES = "226-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114741"}

@inproceedings{bb118495,
        AUTHOR = "Sung, K.K.",
        TITLE = "Learning and Example Selection for Object and Pattern Detection",
        BOOKTITLE = "MIT AI-TR",
        YEAR = "1996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114742"}

@article{bb118496,
        AUTHOR = "Poggio, T. and Edelman, S.",
        TITLE = "A Network that Learns to Recognize 3D Objects",
        JOURNAL = Nature,
        VOLUME = "343",
        YEAR = "1990",
        NUMBER = "6255",
        PAGES = "263-266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114743"}

@inproceedings{bb118497,
        AUTHOR = "Edelman, S. and Poggio, T.",
        TITLE = "Representations in High-Level Vision:
Reassessing the Inverse Optics Paradigm",
        BOOKTITLE = DARPA89,
        YEAR = "1989",
        PAGES = "944-949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114744"}

@article{bb118498,
        AUTHOR = "Maloof, M.A. and Michalski, R.S.",
        TITLE = "Learning Symbolic Descriptions of Shape for Object Recognition in
X-Ray Images",
        JOURNAL = ExSysApp,
        VOLUME = "12",
        YEAR = "1997",
        NUMBER = "1",
        PAGES = "11-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114745"}

@inproceedings{bb118499,
        AUTHOR = "Lee, C.M. and Pong, T.C. and Esterline, A. and Slagle, J.R.",
        TITLE = "KOR: A Knowledge-Based Object Recognition System",
        BOOKTITLE = CVIP92,
        YEAR = "1992",
        PAGES = "329-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT114746"}

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