Training of Training of Classifiers Using Classifiers Using Virtual Samples Only Virtual Samples Only A. Kuhl, L. Krüger, C. Wöhler, U. A. Kuhl, L. Krüger, C. Wöhler, U. Kreßel Kreßel (2004) Proc. of ICPR ’04 (2004) Proc. of ICPR ’04 二二 二 二二二 二二 二二二二二二二 2008 二 11 二 13 二 1
Training of Classifiers Using Virtual Samples Only A. Kuhl, L. Krüger, C. Wöhler, U. Kreßel (2004) Proc. of ICPR ’04. 機械学習勉強会 2008 年 11 月 13 日. 二宮 崇 中川研 東大. papers. A. Kuhl, L. Krüger, C. Wöhler, U. Kreßel (2004) Training of Classifiers Using Virtual Samples Only, in Proc. of ICPR ’04 - PowerPoint PPT Presentation
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Training of Classifiers Training of Classifiers Using Virtual Samples Using Virtual Samples
OnlyOnlyA. Kuhl, L. Krüger, C. Wöhler, U. KreßelA. Kuhl, L. Krüger, C. Wöhler, U. Kreßel
(2004) Proc. of ICPR ’04(2004) Proc. of ICPR ’04
二宮 崇中川研 東大
機械学習勉強会 2008 年 11 月 13 日1
paperspapers
A. Kuhl, L. Krüger, C. Wöhler, U. Kreßel (2004) Training of Classifiers Using Virtual Samples Only, in Proc. of ICPR ’04
村瀬洋 (2004) 画像認識における生成型学習 , 電子情報通信学会 信学技報 (Tech repo. of IEICE)
Learning by a Generation Approach to Appearance-based Object Recognition: H. Murase and S. K. Nayar, in Proc. of ICPR’96
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そのほかの論文そのほかの論文 キーワード
virtual samples virtual examples noise injection
論文 A. Abu-Mostafa. Hints. Neural Computation, 7:639-671, 1995 G. An. The effects of adding noise during backpropagation training
on a generalization performance. Neural Computation, 7:613-674, 1996
S. Cho and K. Cha. Evolution of neural network training set through addition of virtual samples. International Conference on Evolutionary Computation, 1996
D. M. Gavrila and J. Giebel. Virtual sample generation for template-based shape matching. Proc. of IEEE Conference on Computer Vision and Pattern Recognition, 1:676-681, 2001
D. Pomerleau. Neural network perception for mobile robot guidance. Kluwer Academic Publishing, 1993
M. Skurichina, S. Raudys, R. P. W. Duin, K-nearest neighbours directed noise injection in multi-layer perceptron training