@article{bb116700,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Sun, Q. and Panchanathan, S. and Ye, J.",
        TITLE = "Active Batch Selection via Convex Relaxations with Guaranteed
Solution Bounds",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1945-1958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT112991"}

@inproceedings{bb116701,
        AUTHOR = "Chakraborty, S.",
        TITLE = "Distributed Active Learning for Image Recognition",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1833-1841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT112992"}

@article{bb116702,
        AUTHOR = "Young, S.R. and Davis, A. and Mishtal, A. and Arel, I.",
        TITLE = "Hierarchical spatiotemporal feature extraction using recurrent online
clustering",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "115-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT112993"}

@article{bb116703,
        AUTHOR = "Ataer Cansizoglu, E. and Akcakaya, M. and Orhan, U. and Erdogmus, D.",
        TITLE = "Manifold learning by preserving distance orders",
        JOURNAL = PRL,
        VOLUME = "38",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "120-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT112994"}

@article{bb116704,
        AUTHOR = "Ataer Cansizoglu, E. and Akcakaya, M. and Erdogmus, D.",
        TITLE = "Minor Surfaces are Boundaries of Mode-Based Clusters",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "891-895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT112995"}

@article{bb116705,
        AUTHOR = "Ji, N.N. and Zhang, J.S. and Zhang, C.X.",
        TITLE = "A sparse-response deep belief network based on rate distortion theory",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3179-3191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT112996"}

@article{bb116706,
        AUTHOR = "Zhang, H. and Yang, Z.R. and Oja, E.",
        TITLE = "Improving cluster analysis by co-initializations",
        JOURNAL = PRL,
        VOLUME = "45",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "71-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT112997"}

@inproceedings{bb116707,
        AUTHOR = "Zhu, Z.X. and Yang, Z.R. and Oja, E.",
        TITLE = "Multiplicative Updates for Learning with Stochastic Matrices",
        BOOKTITLE = SCIA13,
        YEAR = "2013",
        PAGES = "143-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT112998"}

@article{bb116708,
        AUTHOR = "Xu, C. and Tao, D.C. and Xu, C.",
        TITLE = "Large-Margin Multi-View Information Bottleneck",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1559-1572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT112999"}

@article{bb116709,
        AUTHOR = "Xu, C. and Tao, D.C. and Xu, C.",
        TITLE = "Multi-View Intact Space Learning",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2531-2544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113000"}

@article{bb116710,
        AUTHOR = "Persello, C. and Boularias, A. and Dalponte, M. and Gobakken, T. and Naesset, E. and Scholkopf, B.",
        TITLE = "Cost-Sensitive Active Learning With Lookahead: Optimizing Field
Surveys for Remote Sensing Data Classification",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6652-6664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113001"}

@article{bb116711,
        AUTHOR = "Nowozin, S. and Lampert, C.H.",
        TITLE = "Structured Learning and Prediction in Computer Vision",
        JOURNAL = FTCGV,
        VOLUME = "6",
        YEAR = "2010",
        PAGES = "185-365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113002"}

@article{bb116712,
        AUTHOR = "Gu, Y.J. and Jin, Z. and Chiu, S.C.",
        TITLE = "Active learning combining uncertainty and diversity for multi-class
image classification",
        JOURNAL = IET-CV,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "400-407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113003"}

@article{bb116713,
        AUTHOR = "Zhu, Y. and Wang, Z. and Gao, D.",
        TITLE = "Matrixized learning machine with modified pairwise constraints",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3797-3809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113004"}

@article{bb116714,
        AUTHOR = "Tang, Y. and Yuan, Y.",
        TITLE = "Image Pair Analysis With Matrix-Value Operator",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2042-2050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113005"}

@article{bb116715,
        AUTHOR = "Zahalka, J. and Rudinac, S. and Worring, M.",
        TITLE = "Interactive Multimodal Learning for Venue Recommendation",
        JOURNAL = MultMed,
        VOLUME = "17",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2235-2244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113006"}

@article{bb116716,
        AUTHOR = "Zhou, Z.Z. and Zheng, W.S. and Hu, J.F. and Xu, Y. and You, J.",
        TITLE = "One-pass online learning: A local approach",
        JOURNAL = PR,
        VOLUME = "51",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "346-357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113007"}

@article{bb116717,
        AUTHOR = "Maree, R. and Geurts, P. and Wehenkel, L.",
        TITLE = "Towards generic image classification using tree-based learning:
An extensive empirical study",
        JOURNAL = PRL,
        VOLUME = "74",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "17-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113008"}

@article{bb116718,
        AUTHOR = "Takigawa, I. and Mamitsuka, H.",
        TITLE = "Generalized Sparse Learning of Linear Models Over the Complete
Subgraph Feature Set",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "617-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113009"}

@article{bb116719,
        AUTHOR = "Lv, F.M. and Yang, G. and Zhu, W. and Liu, C.",
        TITLE = "Generative classification model for categorical data based on latent
Gaussian process",
        JOURNAL = PRL,
        VOLUME = "92",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "56-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113010"}

@article{bb116720,
        AUTHOR = "Li, Q. and Shi, X.S. and Zhou, L.F. and Bao, Z.F. and Guo, Z.H.",
        TITLE = "Active learning via local structure reconstruction",
        JOURNAL = PRL,
        VOLUME = "92",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "81-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113011"}

@article{bb116721,
        AUTHOR = "Wen, Z. and Hou, B. and Jiao, L.",
        TITLE = "Discriminative Nonlinear Analysis Operator Learning:
When Cosparse Model Meets Image Classification",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3449-3462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113012"}

@article{bb116722,
        AUTHOR = "Chang, C.C. and Liao, B.H.",
        TITLE = "Active learning based on minimization of the expected path-length of
random walks on the learned manifold structure",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "337-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113013"}

@article{bb116723,
        AUTHOR = "Zhan, Y. and Ammar, H.B. and Taylor, M.E.",
        TITLE = "Scalable lifelong reinforcement learning",
        JOURNAL = PR,
        VOLUME = "72",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "407-418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113014"}

@article{bb116724,
        AUTHOR = "Nebot, A. and Binefa, X. and de Mantaras, R.L.",
        TITLE = "Special issue MLAAI: 
Machine learning and applications in artificial intelligence",
        JOURNAL = PRL,
        VOLUME = "105",
        YEAR = "2018",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113015"}

@article{bb116725,
        AUTHOR = "Yu, J. and Mei, X. and Porikli, F.M. and Corso, J.J.",
        TITLE = "Machine learning for big visual analysis",
        JOURNAL = RealTimeIP,
        VOLUME = "14",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "929-931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113016"}

@article{bb116726,
        AUTHOR = "Hou, C.P. and Zhou, Z.H.",
        TITLE = "One-Pass Learning with Incremental and Decremental Features",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2776-2792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113017"}

@article{bb116727,
        AUTHOR = "Ramezan, C.A. and Warner, T.A. and Maxwell, A.E.",
        TITLE = "Evaluation of Sampling and Cross-Validation Tuning Strategies for
Regional-Scale Machine Learning Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113018"}

@inproceedings{bb116728,
        AUTHOR = "Bhattacharya, A. and Chakraborty, S.",
        TITLE = "Active Learning with n-ary Queries for Image Recognition",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "800-808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113019"}

@article{bb116729,
        AUTHOR = "Zhao, Y. and Shi, Z.H. and Zhang, J.Y. and Chen, D. and Gu, L.",
        TITLE = "A novel active learning framework for classification:
Using weighted rank aggregation to achieve multiple query criteria",
        JOURNAL = PR,
        VOLUME = "93",
        YEAR = "2019",
        PAGES = "581-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113020"}

@article{bb116730,
        AUTHOR = "Vieting, P.M. and de Lamare, R.C. and Martin, L. and Dartmann, G. and Schmeink, A.",
        TITLE = "Likelihood-Based Adaptive Learning in Stochastic State-Based Models",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1031-1035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113021"}

@article{bb116731,
        AUTHOR = "Danaee, A. and de Lamare, R.C. and Nascimento, V.H.",
        TITLE = "Energy-Efficient Distributed Learning With Coarsely Quantized Signals",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "329-333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113022"}

@article{bb116732,
        AUTHOR = "Cao, H. and Wachowicz, M.",
        TITLE = "A Holistic Overview of Anticipatory Learning for the Internet of
Moving Things: Research Challenges and Opportunities",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113023"}

@article{bb116733,
        AUTHOR = "Vlaski, S. and Rizk, E. and Sayed, A.H.",
        TITLE = "Tracking Performance of Online Stochastic Learners",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1385-1389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113024"}

@article{bb116734,
        AUTHOR = "Yousef, W.A.",
        TITLE = "Prudence when assuming normality:
An advice for machine learning practitioners",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "44-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113025"}

@article{bb116735,
        AUTHOR = "Aguerri, I.E. and Zaidi, A.",
        TITLE = "Distributed Variational Representation Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "120-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113026"}

@article{bb116736,
        AUTHOR = "Guo, Y. and Zhang, B. and Sun, Y. and Jiang, K. and Wu, K.",
        TITLE = "Machine learning based feature selection and knowledge reasoning for
CBR system under big data",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107805",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113027"}

@article{bb116737,
        AUTHOR = "Terziyan, V. and Nikulin, A.",
        TITLE = "Semantics of Voids within Data: Ignorance-Aware Machine Learning",
        JOURNAL = IJGI,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113028"}

@article{bb116738,
        AUTHOR = "Luo, Y. and Wong, Y.K. and Kankanhalli, M. and Zhao, Q.",
        TITLE = "Direction Concentration Learning:
Enhancing Congruency in Machine Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1928-1946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113029"}

@article{bb116739,
        AUTHOR = "Xie, Y. and Yu, B. and Lv, S.Z. and Zhang, C. and Wang, G.D. and Gong, M.G.",
        TITLE = "A survey on heterogeneous network representation learning",
        JOURNAL = PR,
        VOLUME = "116",
        YEAR = "2021",
        PAGES = "107936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113030"}

@inproceedings{bb116740,
        AUTHOR = "Sarfraz, F. and Arani, E. and Zonooz, B.",
        TITLE = "Noisy Concurrent Training for Efficient Learning under Label Noise",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3158-3167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113031"}

@inproceedings{bb116741,
        AUTHOR = "Pranavan, T. and Sim, T.",
        TITLE = "Learning with Delayed Feedback",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4895-4902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113032"}

@inproceedings{bb116742,
        AUTHOR = "Bechtle, S. and Molchanov, A. and Chebotar, Y. and Grefenstette, E. and Righetti, L. and Sukhatme, G. and Meier, F.",
        TITLE = "Meta Learning via Learned Loss",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4161-4168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113033"}

@inproceedings{bb116743,
        AUTHOR = "Guo, X.F. and Liu, J.Y. and Zhou, S.H. and Zhu, E. and Dong, S.H.",
        TITLE = "Image Representation Learning by Transformation Regression",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "526-533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113034"}

@inproceedings{bb116744,
        AUTHOR = "Eldeeb, H. and Amashukeli, S. and El Shawi, R.",
        TITLE = "An Empirical Analysis of Integrating Feature Extraction to Automated
Machine Learning Pipeline",
        BOOKTITLE = HCAU20,
        YEAR = "2020",
        PAGES = "336-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113035"}

@inproceedings{bb116745,
        AUTHOR = "Yang, Y. and Zhu, D. and Ren, F. and Cheng, C.",
        TITLE = "A Novel Self-taught Learning Framework Using Spatial Pyramid Matching
For Scene Classification",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B2:725-729",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113036"}

@inproceedings{bb116746,
        AUTHOR = "Henke, K. and Kenyon, G.T. and Migliori, B.",
        TITLE = "Machine Learning in a Post Moore's Law World:
Quantum vs. Neuromorphic Substrates",
        BOOKTITLE = "SSIAI20",
        YEAR = "2020",
        PAGES = "74-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113037"}

@inproceedings{bb116747,
        AUTHOR = "Liu, J.X. and Ni, B.B. and Li, C.Y. and Yang, J.C. and Tian, Q.",
        TITLE = "Dynamic Points Agglomeration for Hierarchical Point Sets Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7545-7554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113038"}

@inproceedings{bb116748,
        AUTHOR = "Zhou, L.J. and Cui, P. and Yang, S.Q. and Zhu, W. and Tian, Q.",
        TITLE = "Learning to Learn Image Classifiers With Visual Analogy",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11489-11498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113039"}

@inproceedings{bb116749,
        AUTHOR = "Tian, K. and Xu, Y. and Zhou, S.G. and Guan, J.H.",
        TITLE = "Versatile Multiple Choice Learning and Its Application to Vision
Computing",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6342-6350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113040"}

@inproceedings{bb116750,
        AUTHOR = "Wu, Y. and Chen, Y.P. and Wang, L.J. and Ye, Y.C. and Liu, Z.C. and Guo, Y.D. and Fu, Y.",
        TITLE = "Large Scale Incremental Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "374-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113041"}

@inproceedings{bb116751,
        AUTHOR = "Elhoseiny, M. and Babiloni, F. and Aljundi, R. and Rohrbach, M. and Paluri, M. and Tuytelaars, T.",
        TITLE = "Exploring the Challenges Towards Lifelong Fact Learning",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "VI:66-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113042"}

@inproceedings{bb116752,
        AUTHOR = "Faria, F.A. and Sarkar, S.",
        TITLE = "A Graph-based Approach for Static Ensemble Selection in Remote
Sensing Image Analysis",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "344-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113043"}

@inproceedings{bb116753,
        AUTHOR = "Guo, M. and Haque, A. and Huang, D.A. and Yeung, S. and Fei Fei, L.",
        TITLE = "Dynamic Task Prioritization for Multitask Learning",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XVI: 282-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113044"}

@inproceedings{bb116754,
        AUTHOR = "Rupprecht, C. and Laina, I. and di Pietro, R. and Baust, M.",
        TITLE = "Learning in an Uncertain World:
Representing Ambiguity Through Multiple Hypotheses",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3611-3620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113045"}

@inproceedings{bb116755,
        AUTHOR = "Doersch, C. and Zisserman, A.",
        TITLE = "Multi-task Self-Supervised Visual Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2070-2079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113046"}

@inproceedings{bb116756,
        AUTHOR = "Goyal, P. and Mahajan, D. and Gupta, A. and Misra, I.",
        TITLE = "Scaling and Benchmarking Self-Supervised Visual Representation
Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6390-6399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113047"}

@inproceedings{bb116757,
        AUTHOR = "Wang, X.L. and He, K.M. and Gupta, A.",
        TITLE = "Transitive Invariance for Self-Supervised Visual Representation
Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1338-1347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113048"}

@inproceedings{bb116758,
        AUTHOR = "Adam, N.L. and Alzahri, F.B. and Soh, S.C. and Bakar, N.A. and Kamal, N.A.M.",
        TITLE = "Self-Regulated Learning and Online Learning: A Systematic Review",
        BOOKTITLE = IVIC17,
        YEAR = "2017",
        PAGES = "143-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113049"}

@inproceedings{bb116759,
        AUTHOR = "Ramicic, M. and Bonarini, A.",
        TITLE = "Entropy-based prioritized sampling in Deep Q-learning",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "1068-1072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113050"}

@inproceedings{bb116760,
        AUTHOR = "Cuevas, J.S. and Manzanares, E.M.",
        TITLE = "An Exploration Strategy for RL with Considerations of Budget and Risk",
        BOOKTITLE = MCPR17,
        YEAR = "2017",
        PAGES = "105-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113051"}

@inproceedings{bb116761,
        AUTHOR = "Zhang, C. and Kjellstrom, H. and Ek, C.H.",
        TITLE = "Inter-battery Topic Representation Learning",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VIII: 210-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113052"}

@inproceedings{bb116762,
        AUTHOR = "Zhang, C. and Kjellstrom, H.",
        TITLE = "How to Supervise Topic Models",
        BOOKTITLE = GMCV14,
        YEAR = "2014",
        PAGES = "500-515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113053"}

@inproceedings{bb116763,
        AUTHOR = "Li, C.S. and Yang, L. and Liu, Q.S. and Meng, F.J. and Dong, W.S. and Wang, Y. and Xu, J.M.",
        TITLE = "Multiple-Output Regression with High-Order Structure Information",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3868-3873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113054"}

@inproceedings{bb116764,
        AUTHOR = "Wang, Z.H. and Wang, X.Y. and Ji, Q.A.",
        TITLE = "Learning with Hidden Information",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "238-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113055"}

@inproceedings{bb116765,
        AUTHOR = "Aodha, O.M. and Stathopoulos, V. and Brostow, G.J. and Terry, M. and Girolami, M. and Jones, K.E.",
        TITLE = "Putting the Scientist in the Loop:
Accelerating Scientific Progress with Interactive Machine Learning",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "9-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113056"}

@inproceedings{bb116766,
        AUTHOR = "Grenier, P.A. and Brun, L. and Villemin, D.",
        TITLE = "A Graph Kernel Incorporating Molecule's Stereisomerism Information",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "631-636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113057"}

@inproceedings{bb116767,
        AUTHOR = "Grenier, P.A. and Brun, L. and Villemin, D.",
        TITLE = "Incorporating Molecule's Stereisomerism within the Machine Learning
Framework",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "12-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113058"}

@inproceedings{bb116768,
        AUTHOR = "Pahikkala, T.",
        TITLE = "Fast Gradient Computation for Learning with Tensor Product Kernels and
Sparse Training Labels",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "123-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113059"}

@inproceedings{bb116769,
        AUTHOR = "Orozco Alzate, M. and Duin, R.P.W. and Bicego, M.",
        TITLE = "Unsupervised Parameter Estimation of Non Linear Scaling for Improved
Classification in the Dissimilarity Space",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "74-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113060"}

@inproceedings{bb116770,
        AUTHOR = "Plasencia Calana, Y. and Orozco Alzate, M. and Garcia Reyes, E.B. and Duin, R.P.W.",
        TITLE = "Towards Cluster-Based Prototype Sets for Classification in the
Dissimilarity Space",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:294-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113061"}

@inproceedings{bb116771,
        AUTHOR = "Plasencia Calana, Y. and Garcia Reyes, E.B. and Duin, R.P.W. and Orozco Alzate, M.",
        TITLE = "On Using Asymmetry Information for Classification in Extended
Dissimilarity Spaces",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "503-510",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113062"}

@inproceedings{bb116772,
        AUTHOR = "Duin, R.P.W. and Bicego, M. and Orozco Alzate, M. and Kim, S.W. and Loog, M.",
        TITLE = "Metric Learning in Dissimilarity Space for Improved Nearest Neighbor
Performance",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "183-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113063"}

@inproceedings{bb116773,
        AUTHOR = "Zhao, Y. and Yang, G.S. and Xu, X.N. and Ji, Q.A.",
        TITLE = "A near-optimal non-myopic active learning method",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1715-1718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113064"}

@inproceedings{bb116774,
        AUTHOR = "Blaschko, M.B. and Mittal, A. and Rahtu, E.",
        TITLE = "An O(nlogn) Cutting Plane Algorithm for Structured Output Ranking",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "132-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113065"}

@inproceedings{bb116775,
        AUTHOR = "Mittal, A. and Blaschko, M.B. and Zisserman, A. and Torr, P.H.S.",
        TITLE = "Taxonomic Multi-class Prediction and Person Layout Using Efficient
Structured Ranking",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "II: 245-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113066"}

@inproceedings{bb116776,
        AUTHOR = "Park, K. and Gould, S.",
        TITLE = "On Learning Higher-Order Consistency Potentials for Multi-class Pixel
Labeling",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "II: 202-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113067"}

@inproceedings{bb116777,
        AUTHOR = "Armando, C.S.E. and Cornelio, Y.M. and Jesus, F.N.",
        TITLE = "Significative Learning Using Alpha-beta Associative Memories",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "535-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113068"}

@inproceedings{bb116778,
        AUTHOR = "Chen, L. and Duan, L.X. and Tsang, I.W.H. and Xu, D.",
        TITLE = "Efficient Discriminative Learning of Class Hierarchy for Many Class
Prediction",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "I:274-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113069"}

@inproceedings{bb116779,
        AUTHOR = "Bonneau, R.J. and Bonneau, S.G.",
        TITLE = "Sparse linearized iterative coherence estimation (SLICE) and risk
assessment in image analysis",
        BOOKTITLE = AIPR11,
        YEAR = "2011",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113070"}

@inproceedings{bb116780,
        AUTHOR = "Pankov, S.",
        TITLE = "Learning Image Transformations without Training Examples",
        BOOKTITLE = ISVC11,
        YEAR = "2011",
        PAGES = "II: 168-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113071"}

@inproceedings{bb116781,
        AUTHOR = "Millan Giraldo, M. and Traver, V.J. and Sanchez, J.S.",
        TITLE = "On-Line Classification of Data Streams with Missing Values Based on
Reinforcement Learning",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "355-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113072"}

@inproceedings{bb116782,
        AUTHOR = "Du, R. and Wu, Q.A. and He, X.J. and Yang, J.",
        TITLE = "Object Categorization Based on a Supervised Mean Shift Algorithm",
        BOOKTITLE = ECCVDemos12,
        YEAR = "2012",
        PAGES = "III: 611-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113073"}

@inproceedings{bb116783,
        AUTHOR = "Engel, P.M. and Heinen, M.R.",
        TITLE = "Concept Formation Using Incremental Gaussian Mixture Models",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "128-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113074"}

@inproceedings{bb116784,
        AUTHOR = "Amores, J.",
        TITLE = "Vocabulary-Based Approaches for Multiple-Instance Data:
A Comparative Study",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4246-4250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113075"}

@inproceedings{bb116785,
        AUTHOR = "Jia, K. and Cheng, L. and Liu, N.J. and Wang, L.",
        TITLE = "Efficient Learning to Label Images",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "942-945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113076"}

@inproceedings{bb116786,
        AUTHOR = "Li, C.G. and Guo, J. and Zhang, H.G.",
        TITLE = "Local Sparse Representation Based Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "649-652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113077"}

@inproceedings{bb116787,
        AUTHOR = "Wojcik, K.",
        TITLE = "Inductive Learning Methods in the Simple Image Understanding System",
        BOOKTITLE = ICCVG10,
        YEAR = "2010",
        PAGES = "I: 97-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113078"}

@inproceedings{bb116788,
        AUTHOR = "Rottmann, A. and Burgard, W.",
        TITLE = "Learning Non-stationary System Dynamics Online Using Gaussian Processes",
        BOOKTITLE = DAGM10,
        YEAR = "2010",
        PAGES = "192-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113079"}

@inproceedings{bb116789,
        AUTHOR = "Wolf, L.B. and Manor, N.",
        TITLE = "Visual recognition using mappings that replicate margins",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "810-816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113080"}

@inproceedings{bb116790,
        AUTHOR = "Siddiquie, B. and Gupta, A.",
        TITLE = "Beyond active noun tagging:
Modeling contextual interactions for multi-class active learning",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2979-2986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113081"}

@inproceedings{bb116791,
        AUTHOR = "Lin, Y.Y. and Tsai, J.F. and Liu, T.L.",
        TITLE = "Efficient discriminative local learning for object recognition",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "598-605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113082"}

@inproceedings{bb116792,
        AUTHOR = "Gupta, A. and Shi, J.B. and Davis, L.S.",
        TITLE = "A 'shape aware' model for semi-supervised learning
of objects and its context",
        BOOKTITLE = "NIPS08",
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113083"}

@inproceedings{bb116793,
        AUTHOR = "Armstrong, A. and Bock, P.",
        TITLE = "Using Tactic-Based Learning (formerly Mentoring) to Accelerate Recovery
of an Adaptive Learning System in a Changing Environment",
        BOOKTITLE = AIPR07,
        YEAR = "2007",
        PAGES = "31-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113084"}

@inproceedings{bb116794,
        AUTHOR = "Gabrys, B.",
        TITLE = "Learning with Missing or Incomplete Data",
        BOOKTITLE = CIAP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113085"}

@inproceedings{bb116795,
        AUTHOR = "Matwin, S.",
        TITLE = "Image Analysis and Machine Learning:
How to Foster a Stronger Connection?",
        BOOKTITLE = CIAP09,
        YEAR = "2009",
        PAGES = "5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113086"}

@inproceedings{bb116796,
        AUTHOR = "Ni, K.S. and Nguyen, T.Q.",
        TITLE = "A model for image patch-based algorithms",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "2588-2591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113087"}

@inproceedings{bb116797,
        AUTHOR = "Leopold, T. and Kern Isberner, G. and Peters, G.",
        TITLE = "Combining Reinforcement Learning and Belief Revision:
A Learning System for Active Vision",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113088"}

@inproceedings{bb116798,
        AUTHOR = "Domke, J. and Karapurkar, A. and Aloimonos, Y.",
        TITLE = "Who killed the directed model?",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113089"}

@inproceedings{bb116799,
        AUTHOR = "Nomiya, H. and Uehara, K.",
        TITLE = "Multistrategical Approach in Visual Learning",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "I: 502-511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT113090"}

Last update:Jun 21, 2021 at 13:48:20