[4A1] [General Session] 2. Machine Learning

Fri. Jun 8, 2018 12:00 PM - 1:40 PM Room A (4F Emerald Hall)

座長:田部井靖生（理研AIP）

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12:00 PM - 12:20 PM

[4A1-01] Learning dynamics from limited training data with multilayer perceptron initialized by weight prediction

〇Yin Jun Phua¹, Katsumi Inoue^1,2 (1. Tokyo Institute of Technology, 2. National Institute of Informatics)

12:20 PM - 12:40 PM

[4A1-02] The Effectiveness of Joint Representation and the Extension to Unimodal Input \\ on Semi-Supervised Multimodal Deep Generative Models

〇Masahiro Suzuki¹, Yutaka Matsuo¹ (1. The University of Tokyo)

12:40 PM - 1:00 PM

[4A1-03] Study on data labeling method using GPS for DCNN learning to extract road surface characteristics from wheelchair sensing data

〇Hiroki Takahashi¹, Yusuke Iwasawa², Koya Nagamine¹, Ikuko Eguchi Yairi¹ (1. Graduate School of Science and Engineering, Sophia University, 2. University of Tokyo)

1:00 PM - 1:20 PM

[4A1-04] Clustering by Deep Mixture Models

〇Kaede Hayashi¹, Tomoharu Iwata², Tadahiro Taniguchi¹ (1. Ritsumeikan University, 2. NTT Communication Science Laboratories)

1:20 PM - 1:40 PM

[4A1-05] Proposals of Real-time Neurofeedback System Using fMRI and Neuroimage Classification using 3D Convolutional Neural Networks

〇Tomofumi Nakano¹, Shohei Kato^1,2, Epifanio Bagarinao³, Akihiro Yoshida⁴, Mika Ueno⁵, Toshiharu Nakai^4,5 (1. Dept. of Computer Science and Engineering, Graduate School of Engineering, Nagoya Institute of Technology, 2. Frontier Research Institutes for Information Science, Nagoya Institute of Technology, 3. Brain and Mind Research Center, Nagoya University, 4. Department of Radiological Sciences, Nagoya University Graduate School of Medicine, 5. NeuroImaging and Informatics Group, National Center for Geriatrics and Gerontology)

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