Neural Information Processing
25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I
Editors: Cheng, Long, Leung, Andrew Chi-Sing, Ozawa, Seiichi (Eds.)
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- About this book
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The seven-volume set of LNCS 11301-11307, constitutes the proceedings of the 25th International Conference on Neural Information Processing, ICONIP 2018, held in Siem Reap, Cambodia, in December 2018.
The 401 full papers presented were carefully reviewed and selected from 575 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The first volume, LNCS 11301, is organized in topical sections on deep neural networks, convolutional neural networks, recurrent neural networks, and spiking neural networks.
- Table of contents (58 chapters)
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Adaptive Deep Dictionary Learning for MRI Reconstruction
Pages 3-11
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Deep-PUMR: Deep Positive and Unlabeled Learning with Manifold Regularization
Pages 12-20
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Viewpoint Estimation for Workpieces with Deep Transfer Learning from Cold to Hot
Pages 21-32
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Co-consistent Regularization with Discriminative Feature for Zero-Shot Learning
Pages 33-45
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Hybrid Networks: Improving Deep Learning Networks via Integrating Two Views of Images
Pages 46-58
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Table of contents (58 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Neural Information Processing
- Book Subtitle
- 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I
- Editors
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- Long Cheng
- Andrew Chi-Sing Leung
- Seiichi Ozawa
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 11301
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-04167-0
- DOI
- 10.1007/978-3-030-04167-0
- Softcover ISBN
- 978-3-030-04166-3
- Edition Number
- 1
- Number of Pages
- XXII, 647
- Number of Illustrations
- 49 b/w illustrations, 219 illustrations in colour
- Topics