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AUTHOR = "Zhang, J. and Tao, H. and Luo, T.J. and Hou, C.P.",
TITLE = "Safe incomplete label distribution learning",
JOURNAL = PR,
VOLUME = "125",
YEAR = "2022",
PAGES = "108518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134118"}
@article{bb138101,
AUTHOR = "Liu, X.J. and Kounadi, O. and Zurita Milla, R.",
TITLE = "Incorporating Spatial Autocorrelation in Machine Learning Models
Using Spatial Lag and Eigenvector Spatial Filtering Features",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134119"}
@article{bb138102,
AUTHOR = "Talamantes, A. and Chavez, E.",
TITLE = "Instance-based learning using the half-space proximal graph",
JOURNAL = PRL,
VOLUME = "156",
YEAR = "2022",
PAGES = "88-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134120"}
@article{bb138103,
AUTHOR = "Coskun, K. and Tumer, B.",
TITLE = "An adaptive estimation method with exploration and exploitation modes
for non-stationary environments",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108702",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134121"}
@article{bb138104,
AUTHOR = "Ahmed, W. and Muhammad, K. and Glass, H.J. and Chatterjee, S. and Khan, A. and Hussain, A.",
TITLE = "Novel MLR-RF-Based Geospatial Techniques: A Comparison with OK",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134122"}
@article{bb138105,
AUTHOR = "Zhang, X. and Jiao, L. and Granmo, O.C. and Goodwin, M.",
TITLE = "On the Convergence of Tsetlin Machines for the IDENTITY- and NOT
Operators",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6345-6359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134123"}
@article{bb138106,
AUTHOR = "Lin, W.Y. and Liu, S.Y. and Ren, C.H. and Cheung, N.M. and Li, H.D. and Matsushita, Y.",
TITLE = "Shell Theory: A Statistical Model of Reality",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6438-6453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134124"}
@article{bb138107,
AUTHOR = "Xie, J.H. and Zhan, X.H. and Liu, Z.W. and Ong, Y.S. and Loy, C.C.",
TITLE = "Delving into Inter-Image Invariance for Unsupervised Visual
Representations",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "2994-3013",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134125"}
@article{bb138108,
AUTHOR = "Hsu, H. and Salamatian, S. and Calmon, F.P.",
TITLE = "Generalizing Correspondence Analysis for Applications in Machine
Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9347-9362",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134126"}
@article{bb138109,
AUTHOR = "Valdes, G. and Friedman, J.H. and Jiang, F. and Gennatas, E.D.",
TITLE = "Representational Gradient Boosting:
Backpropagation in the Space of Functions",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "10186-10195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134127"}
@article{bb138110,
AUTHOR = "Valdes, G. and Interian, Y. and Gennatas, E.D. and van der Laan, M.",
TITLE = "The Conditional Super Learner",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "10236-10243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134128"}
@article{bb138111,
AUTHOR = "Ling, Z.L. and Yu, K. and Zhang, Y. and Liu, L. and Li, J.",
TITLE = "Causal learner: A toolbox for causal structure and Markov blanket
learning",
JOURNAL = PRL,
VOLUME = "163",
YEAR = "2022",
PAGES = "92-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134129"}
@article{bb138112,
AUTHOR = "Hao, F. and Gong, Y.Q. and Yu, W. and Loia, V.",
TITLE = "Knowledge points navigation based on three-way concept lattice for
autonomous learning",
JOURNAL = PRL,
VOLUME = "163",
YEAR = "2022",
PAGES = "96-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134130"}
@article{bb138113,
AUTHOR = "Lefebvre, T.",
TITLE = "Information-theoretic policy learning from partial observations with
fully informed decision makers",
JOURNAL = PRL,
VOLUME = "164",
YEAR = "2022",
PAGES = "81-88",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134131"}
@inproceedings{bb138114,
AUTHOR = "Ermolov, A. and Sangineto, E. and Sebe, N.",
TITLE = "Temporal Alignment for History Representation in Reinforcement
Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2172-2178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134132"}
@article{bb138115,
AUTHOR = "Lin, W.Y. and Liu, S.Y. and Dai, B.T. and Li, H.D.",
TITLE = "Distance Based Image Classification:
A solution to generative classification's conundrum?",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "177-198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134133"}
@article{bb138116,
AUTHOR = "Pan, Y. and Tang, K. and Sun, G.Z.",
TITLE = "Theoretical guarantee for crowdsourcing learning with unsure option",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109316",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134134"}
@article{bb138117,
AUTHOR = "Zhou, X.C. and Chang, L. and Xu, P.F. and Lv, S.",
TITLE = "Communication-efficient and Byzantine-robust distributed learning
with statistical guarantee",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134135"}
@article{bb138118,
AUTHOR = "Lam, F. and Peng, X. and Liang, Z.P.",
TITLE = "High-Dimensional MR Spatiospectral Imaging by Integrating
Physics-Based Modeling and Data-Driven Machine Learning:
Current progress and future directions",
JOURNAL = SPMag,
VOLUME = "40",
YEAR = "2023",
NUMBER = "2",
MONTH = "March",
PAGES = "101-115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134136"}
@article{bb138119,
AUTHOR = "Shi, J.J. and Wang, W.X. and Lou, X.P. and Zhang, S.C. and Li, X.L.",
TITLE = "Parameterized Hamiltonian Learning With Quantum Circuit",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "6086-6095",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134137"}
@article{bb138120,
AUTHOR = "Wang, X.K. and Lu, S. and Zhou, R. and Wang, H.",
TITLE = "Skeleton estimation of directed acyclic graphs using partial least
squares from correlated data",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109460",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134138"}
@article{bb138121,
AUTHOR = "Ding, S.F. and Du, W. and Ding, L. and Guo, L. and Zhang, J. and An, B.",
TITLE = "Multi-agent dueling Q-learning with mean field and value
decomposition",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134139"}
@article{bb138122,
AUTHOR = "Kong, H. and Wang, L.M.",
TITLE = "Flexible model weighting for one-dependence estimators based on
point-wise independence analysis",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134140"}
@article{bb138123,
AUTHOR = "Zhang, H.W. and Ye, X.Y. and Hu, Q.",
TITLE = "Spatiotemporal Learning via Mixture Importance Gaussian Filtering
With Sparse Regularization",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "279-283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134141"}
@article{bb138124,
AUTHOR = "Jegorova, M. and Kaul, C. and Mayor, C. and O'Neil, A.Q. and Weir, A. and Murray Smith, R. and Tsaftaris, S.A.",
TITLE = "Survey: Leakage and Privacy at Inference Time",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "9090-9108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134142"}
@article{bb138125,
AUTHOR = "Fu, C. and Zhou, S.S. and Chen, Y. and Chen, L. and Han, B.",
TITLE = "A risk-averse learning machine via variance-dependent penalization",
JOURNAL = PRL,
VOLUME = "171",
YEAR = "2023",
PAGES = "116-123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134143"}
@article{bb138126,
AUTHOR = "Freitas, S. and Laber, E. and Lazera, P. and Molinaro, M.",
TITLE = "Time-constrained learning",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109672",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134144"}
@article{bb138127,
AUTHOR = "Mohr, F. and van Rijn, J.N.",
TITLE = "Fast and Informative Model Selection Using Learning Curve
Cross-Validation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9669-9680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134145"}
@article{bb138128,
AUTHOR = "Cao, X.F. and Liu, W.Y. and Tsang, I.W.",
TITLE = "Data-Efficient Learning via Minimizing Hyperspherical Energy",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13422-13437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134146"}
@article{bb138129,
AUTHOR = "Li, Z.B. and Koniusz, P. and Zhang, L. and Pagendam, D.E. and Moghadam, P.",
TITLE = "Exploiting Field Dependencies for Learning on Categorical Data",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13509-13522",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134147"}
@article{bb138130,
AUTHOR = "Achituve, I. and Wang, W.B. and Fetaya, E. and Leshem, A.",
TITLE = "Communication Efficient Distributed Learning Over Wireless Channels",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1402-1406",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134148"}
@inproceedings{bb138131,
AUTHOR = "Wen, C.S. and Zhang, X. and Yao, X.X. and Yang, J.F.",
TITLE = "Ordinal Label Distribution Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "23424-23434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134149"}
@inproceedings{bb138132,
AUTHOR = "Cui, J.L. and Wu, Y.N. and Han, T.",
TITLE = "Learning Joint Latent Space EBM Prior Model for Multi-layer Generator",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3603-3612",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134150"}
@inproceedings{bb138133,
AUTHOR = "Ai, H. and Liao, Q.M. and Chen, Y.Y. and Qian, J.",
TITLE = "Gaussian Mixture Distribution Makes Data Uncertainty Learning Better",
BOOKTITLE = FG21,
YEAR = "2021",
PAGES = "01-08",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134151"}
@inproceedings{bb138134,
AUTHOR = "Sahu, P. and Basioti, K. and Pavlovic, V.",
TITLE = "DAReN: A Collaborative Approach Towards Visual Reasoning And
Disentangling",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4448-4455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134152"}
@inproceedings{bb138135,
AUTHOR = "Roychowdhury, S. and Sontakke, S.A. and Itti, L. and Sarkar, M. and Aggarwal, M. and Badjatiya, P. and Puri, N. and Krishnamurthy, B.",
TITLE = "SHERLock: Self-Supervised Hierarchical Event Representation Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2672-2678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134153"}
@inproceedings{bb138136,
AUTHOR = "Ramasinghe, S. and Lucey, S.",
TITLE = "Beyond Periodicity: Towards a Unifying Framework for Activations in
Coordinate-MLPs",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXIII:142-158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134154"}
@inproceedings{bb138137,
AUTHOR = "He, Y.N. and Huang, G.S. and Chen, S. and Teng, J.N. and Wang, K. and Yin, Z.F. and Sheng, L. and Liu, Z.W. and Qiao, Y. and Shao, J.",
TITLE = "X-Learner: Learning Cross Sources and Tasks for Universal Visual
Representation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVI:509-528",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134155"}
@inproceedings{bb138138,
AUTHOR = "Kondapaneni, N. and Perona, P. and Aodha, O.M.",
TITLE = "Visual Knowledge Tracing",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXV:415-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134156"}
@inproceedings{bb138139,
AUTHOR = "Zhang, D.J.H. and Li, K. and Wang, Y. and Chen, Y.P. and Chandra, S. and Qiao, Y. and Liu, L.Q. and Shou, M.Z.",
TITLE = "MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal
Representation Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXV:230-248",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134157"}
@inproceedings{bb138140,
AUTHOR = "Xiong, Y.H. and Hsieh, C.J.",
TITLE = "Learning to Learn with Smooth Regularization",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:550-565",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134158"}
@inproceedings{bb138141,
AUTHOR = "Kim, K.I.",
TITLE = "Robust Combination of Distributed Gradients Under Adversarial
Perturbations",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "254-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134159"}
@inproceedings{bb138142,
AUTHOR = "Chen, X.L. and He, K.M.",
TITLE = "Exploring Simple Siamese Representation Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15745-15753",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134160"}
@inproceedings{bb138143,
AUTHOR = "Yan, S. and Xiong, Y.J. and Kundu, K. and Yang, S. and Deng, S.Q. and Wang, M. and Xia, W. and Soatto, S.",
TITLE = "Positive-Congruent Training: Towards Regression-Free Model Updates",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "14294-14303",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134161"}
@inproceedings{bb138144,
AUTHOR = "Epstein, D. and Vondrick, C.",
TITLE = "Learning Goals from Failure",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "11189-11199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134162"}
@inproceedings{bb138145,
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#TT134163"}
@inproceedings{bb138146,
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#TT134164"}
@inproceedings{bb138147,
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#TT134165"}
@inproceedings{bb138148,
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#TT134166"}
@inproceedings{bb138149,
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#TT134167"}
@inproceedings{bb138150,
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",
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@inproceedings{bb138151,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134169"}
@inproceedings{bb138152,
AUTHOR = "Zhou, L.J. and Cui, P. and Yang, S.Q. and Zhu, W.W. and Tian, Q.",
TITLE = "Learning to Learn Image Classifiers With Visual Analogy",
BOOKTITLE = CVPR19,
YEAR = "2019",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134170"}
@inproceedings{bb138153,
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",
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@inproceedings{bb138154,
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",
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@inproceedings{bb138155,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT134173"}
@inproceedings{bb138156,
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",
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@inproceedings{bb138157,
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#TT134175"}
@inproceedings{bb138158,
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",
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@inproceedings{bb138159,
AUTHOR = "Doersch, C. and Zisserman, A.",
TITLE = "Multi-task Self-Supervised Visual Learning",
BOOKTITLE = ICCV17,
YEAR = "2017",
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@inproceedings{bb138160,
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",
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@inproceedings{bb138161,
AUTHOR = "Wang, X.L. and He, K.M. and Gupta, A.",
TITLE = "Transitive Invariance for Self-Supervised Visual Representation
Learning",
BOOKTITLE = ICCV17,
YEAR = "2017",
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@inproceedings{bb138162,
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",
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@inproceedings{bb138163,
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#TT134181"}
@inproceedings{bb138164,
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#TT134182"}
@inproceedings{bb138165,
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#TT134183"}
@inproceedings{bb138166,
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#TT134184"}
@inproceedings{bb138167,
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#TT134185"}
@inproceedings{bb138168,
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#TT134186"}
@inproceedings{bb138169,
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#TT134187"}
@inproceedings{bb138170,
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#TT134188"}
@inproceedings{bb138171,
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#TT134189"}
@inproceedings{bb138172,
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#TT134190"}
@inproceedings{bb138173,
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#TT134191"}
@inproceedings{bb138174,
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#TT134192"}
@inproceedings{bb138175,
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#TT134193"}
@inproceedings{bb138176,
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#TT134194"}
@inproceedings{bb138177,
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#TT134195"}
@inproceedings{bb138178,
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#TT134196"}
@inproceedings{bb138179,
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#TT134197"}
@inproceedings{bb138180,
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#TT134198"}
@inproceedings{bb138181,
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#TT134199"}
@inproceedings{bb138182,
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#TT134200"}
@inproceedings{bb138183,
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#TT134201"}
@inproceedings{bb138184,
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#TT134202"}
@inproceedings{bb138185,
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#TT134203"}
@inproceedings{bb138186,
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#TT134204"}
@inproceedings{bb138187,
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#TT134205"}
@inproceedings{bb138188,
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#TT134206"}
@inproceedings{bb138189,
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#TT134207"}
@inproceedings{bb138190,
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#TT134208"}
@inproceedings{bb138191,
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#TT134209"}
@inproceedings{bb138192,
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#TT134210"}
@inproceedings{bb138193,
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#TT134211"}
@inproceedings{bb138194,
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#TT134212"}
@inproceedings{bb138195,
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#TT134213"}
@inproceedings{bb138196,
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#TT134214"}
@inproceedings{bb138197,
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#TT134215"}
@inproceedings{bb138198,
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#TT134216"}
@inproceedings{bb138199,
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#TT134217"}
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