Hideki Nakayama

J-GLOBAL         Last updated: Nov 12, 2019 at 11:29
 
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Name
Hideki Nakayama
Affiliation
The University of Tokyo
Section
The Graduate School of Information Science and Technology
Job title
Associate Professor
Degree
Ph.D(The University of Tokyo)
Research funding number
00643305

Research Areas

 
 

Academic & Professional Experience

 
Apr 2018
 - 
Today
Associate Professor, Graduate School of Information Science and Technology, The University of Tokyo
 
Aug 2012
 - 
Mar 2018
Assistant Professor, Graduate School of Information Science and Technology, The University of Tokyo
 

Education

 
Apr 2008
 - 
Mar 2011
Ph.D., Department of Mechano-Informatics, Graduate School of Information Science and Technology, The University of Tokyo
 
Apr 2006
 - 
Mar 2008
M.S., Department of Mechano-Informatics, Graduate School of Information Science and Technology, The University of Tokyo
 
Apr 2002
 - 
Mar 2006
B.E., Department of Mechano-Informatics, Faculty of Engineering, The University of Tokyo
 

Awards & Honors

 
Aug 2017
Outstanding Paper, First Workshop on Neural Machine Translation @ACL 2017
Winner: Raphael Shu, Hideki Nakayama
 

Published Papers

 
Erasing Scene Text with Weak Supervision
Jan Zdenek, Hideki Nakayama
Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV)      Mar 2020   [Refereed]
Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference using a Delta Posterior
Raphael Shu, Jason Lee, Hideki Nakayama, Kyunghyun Cho
Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI)      Feb 2020   [Refereed]
Shifted Spatial-Spectral Convolution for Deep Neural Networks
Yuhao Xu, Hideki Nakayama
Proceedings of the first ACM International Conference on Multimedia in Asia (MMASIA)      Dec 2019   [Refereed]
Empirical Study of Easy and Hard Examples in CNN Training
Ikki Kishida, Hideki Nakayama
Proceedings of the 26th International Conference on Neural Information Processing (ICONIP) of the Asia-Pacific Neural Network Society      Dec 2019   [Refereed]
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images
Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'Ichi Satoh
Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM)      Nov 2019   [Refereed]
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection
Changhee Han, Yoshiro Kitamura, Akira Kudo, Akimichi Ichinose, Leonardo Rundo, Yujiro Furukawa, Kazuki Umemoto, Yuanzhong Li, Hideki Nakayama
Proceedings of the International Conference on 3D Vision (3DV)      Sep 2019   [Refereed]
Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga
Neurocomputing   365 31-43   Sep 2019   [Refereed]
Ryuichiro Hataya, Hideki Nakayama
Proceedings of the 26th IEEE International Conference on Image Processing (ICIP)      Sep 2019   [Refereed]
Yuhao Xu, Hideki Nakayama
Proceedings of the 26th IEEE International Conference on Image Processing (ICIP)      Sep 2019   [Refereed]
Rui Yang, Hideki Nakayama
Proceedings of the 26th IEEE International Conference on Image Processing (ICIP)      Sep 2019   [Refereed]
GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis
Changhee Han, Leonardo Rundo, Kohei Murao, Zoltán Ádám Milacski, Kazuki Umemoto, Hideki Nakayama and Shin'Ichi Satoh
Proceedings of the 16th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistic (CIBB)      Sep 2019   [Refereed]
Raphael Shu, Hideki Nakayama, Kyunghyun Cho
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL)      Jul 2019   [Refereed]
Jiali Yao, Raphael Shu, Xinjian Li, Katsutoshi Ohtsuki, Hideki Nakayama
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT)      Jun 2019   [Refereed]
Ryuichiro Hataya, Hideki Nakayama
Proceedings of the 2nd Learning from Limited Labeled Data (LLD) Workshop @ICLR      May 2019   [Refereed]
Hiroki Takushima, Akihiro Tamura, Takashi Ninomiya, Hideki Nakayama
Proceedings of the 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing)      Apr 2019   [Refereed]
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yudai Nagano, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi
IEEE Access   7 156966-156977   Oct 2019   [Refereed]
Hong Chen, Yifei Huang, Hideki Nakayama
Proceedings of the 14th Asian Conference on Computer Vision (ACCV)      Dec 2018   [Refereed]
Raphael Shu, Hideki Nakayama
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 2: Short Papers   339-344   Jul 2018   [Refereed]
Noriki Nishida, Hideki Nakayama
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL), Melbourne, Australia, July 12-14, 2018   344-349   Jul 2018   [Refereed]
Masaya Abe, Hideki Nakayama
Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part I   273-284   Jun 2018   [Refereed]
Infinite brain MR images: PGGAN-based data augmentation for tumor detection
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi
The Italian Workshop on Neural Networks (WIRN)      Jun 2018   [Refereed]
CNN-based prostate zonal segmentation on t2-weighted MR images: A cross-dataset study
Leonardo Rundo, Changhee Han, Jin Zhang, Ryuichiro Hataya, Yudai Nagano, Carmelo Militello, Claudio Ferretti, Marco S. Nobile, Andrea Tangherloni, Maria Carla Gilardi, Salvatore Vitabile, Hideki Nakayama, Giancarlo Mauri
The Italian Workshop on Neural Networks (WIRN)      Jun 2018   [Refereed]
Natsuda Laokulrat, Naoaki Okazaki, Hideki Nakayama
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, LREC 2018, Miyazaki, Japan, May 7-12, 2018.      May 2018   [Refereed]
Masashi Yokota, Hideki Nakayama
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, LREC 2018, Miyazaki, Japan, May 7-12, 2018.      May 2018   [Refereed]
Changhee Han, Hideaki Hayashi, Leonardo Rundo, Ryosuke Araki, Wataru Shimoda, Shinichi Muramatsu, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama
15th IEEE International Symposium on Biomedical Imaging, ISBI 2018, Washington, DC, USA, April 4-7, 2018   734-738   Apr 2018   [Refereed]
Raphael Shu, Hideki Nakayama
Proceedings of the 6th International Conference on Learning Representations (ICLR)      Apr 2018   [Refereed]
Diep Thi Ngoc Nguyen, Hideki Nakayama, Naoaki Okazaki, Tatsuya Sakaeda
2018 ACM Multimedia Conference on Multimedia Conference, MM 2018, Seoul, Republic of Korea, October 22-26, 2018   1786-1793   2018   [Refereed]
Kento Masui, Akiyoshi Ochiai, Shintaro Yoshizawa, Hideki Nakayama
International Journal of Semantic Computing   12(3) 1-18   2018   [Refereed]
Hideki Nakayama, Noriki Nishida
Machine Translation   31(1-2) 49-64   2017   [Refereed]
Raphael Shu,Hideki Nakayama
Proceedings of the First Workshop on Neural Machine Translation, NMT@ACL 2017, Vancouver, Canada, August 4, 2017   1-10   2017   [Refereed]
Jan Zdenek, Hideki Nakayama
14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Kyoto, Japan, November 9-15, 2017   369-375   2017   [Refereed]
Noriki Nishida, Hideki Nakayama
Proceedings of the Eighth International Joint Conference on Natural Language Processing, IJCNLP 2017, Taipei, Taiwan, November 27 - December 1, 2017 - Volume 1: Long Papers   70-79   2017   [Refereed]
Kento Masui, Akiyoshi Ochiai, Shintaro Yoshizawa, Hideki Nakayama
19th IEEE International Symposium on Multimedia, ISM 2017, Taichung, Taiwan, December 11-13, 2017   69-76   2017   [Refereed]
Hideki Nakayama, Tomoya Tsuda
IEICE Transactions   99-D(6) 1626-1634   2016   [Refereed]
Natsuda Laokulrat,Sang Phan,Noriki Nishida,Raphael Shu,Yo Ehara,Naoaki Okazaki,Yusuke Miyao,Hideki Nakayama
COLING 2016, 26th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, December 11-16, 2016, Osaka, Japan   44-52   2016   [Refereed]
Jiren Jin,Hideki Nakayama
23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016   2452-2457   2016   [Refereed]
Kohei Yamamoto,Hayato Kobayashi,Yukihiro Tagami,Hideki Nakayama
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume   129-130   2016   [Refereed]
Takanori Tamanaha, Hideki Nakayama
Proceedings of the 23rd Annual ACM Conference on Multimedia (MM)   1203-1206   Oct 2015   [Refereed]
Ruka Funaki,Hideki Nakayama
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015   585-590   2015   [Refereed]
Noriki Nishida,Hideki Nakayama
Image and Video Technology - 7th Pacific-Rim Symposium, PSIVT 2015, Auckland, New Zealand, November 25-27, 2015, Revised Selected Papers   682-694   2015   [Refereed]
Content-based viewer estimation using image features for recommendation of video clips
Kohei Yamamoto, Riku Togashi, Hideki Nakayama
RecSysTV workshop @ACM RecSys 2014      Oct 2014   [Refereed]
Masaya Okamoto,Hideki Nakayama
2014 IEEE International Symposium on Multimedia, ISM 2014, Taichung, Taiwan, December 10-12, 2014   203-206   2014   [Refereed]
Hideki Nakayama
British Machine Vision Conference, BMVC 2013, Bristol, UK, September 9-13, 2013      2013   [Refereed]
Hideki Nakayama
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, ICME 2013, San Jose, CA, USA, July 15-19, 2013   1-6   2013   [Refereed]
Aggregating Descriptors with Local Gaussian Metrics
Hideki Nakayama
Workshop on Large Scale Visual Recognition and Retrieval @NIPS 2012      Dec 2012   [Refereed]
中山英樹, 原田達也, 國吉康夫
電子情報通信学会論文誌 D   J93-D(8) 1267-1280   Aug 2010   [Refereed]
原田達也, 中山英樹, 國吉康夫
電子情報通信学会論文誌 D   J93-D(6) 857-869   Jun 2010   [Refereed]
Hideki Nakayama,Tatsuya Harada,Yasuo Kuniyoshi
IEICE Transactions   93-D(7) 1727-1736   2010   [Refereed]
Tatsuya Harada,Hideki Nakayama,Yasuo Kuniyoshi,Nobuyuki Otsu
New Generation Comput.   28(3) 277-298   2010   [Refereed]
Hideki Nakayama,Tatsuya Harada,Yasuo Kuniyoshi
British Machine Vision Conference, BMVC 2010, Aberystwyth, UK, August 31 - September 3, 2010. Proceedings   1-12   2010   [Refereed]

Misc

 
中山英樹
映像情報メディア学会誌   72(5) 668‐671   Sep 2018   [Invited]
朱中元, 中山英樹
言語処理学会年次大会発表論文集(Web)   24th ROMBUNNO.C6‐1 (WEB ONLY)   2018
西田典起, 中山英樹
言語処理学会年次大会発表論文集(Web)   24th ROMBUNNO.P11‐5 (WEB ONLY)   2018
中山英樹
電子情報通信学会誌   100(5) 373‐380   May 2017   [Invited]
福田竣, 指田岳彦, 中山英樹
人工知能学会全国大会論文集(CD-ROM)   31st ROMBUNNO.3M2‐3   2017
横田匡史, 中山英樹
人工知能学会全国大会論文集(CD-ROM)   31st ROMBUNNO.2H2‐2   2017
SHU Raphael, 中山英樹
人工知能学会全国大会論文集(CD-ROM)   31st ROMBUNNO.2O4‐2   2017
中山英樹
画像ラボ   27(5) 14‐23   May 2016   [Invited]
中山英樹
画像ラボ   27(4) 9‐17   Apr 2016   [Invited]
舟木類佳, 中山英樹
情報処理学会全国大会講演論文集   78th(2) 2.557-2.558   Mar 2016
岩本恵太, 中山英樹
情報処理学会全国大会講演論文集   78th(2) 2.193-2.194   Mar 2016
岩瀬智亮, 中山英樹
情報処理学会全国大会講演論文集   78th(2) 2.183-2.184   Mar 2016
玉那覇貴紀, 中山英樹
情報処理学会全国大会講演論文集   78th(2) 2.187-2.188   Mar 2016
富樫陸, 佐藤育郎, 中山英樹
情報処理学会全国大会講演論文集   78th(2) 2.185-2.186   Mar 2016
中山英樹
日本ロボット学会誌   34(6) 382‐385(J‐STAGE)   2016   [Invited]
宮谷大輝, 中山英樹
情報処理学会研究報告(Web)   2015(MUS-106) VOL.2015-MUS-106,NO.24 (WEB ONLY)   Feb 2015
山元浩平, 茂木哲矢, 田頭幸浩, 小林隼人, 小野真吾, 中山英樹
電子情報通信学会技術研究報告   114(454(PRMU2014 112-158)) 179-184   Feb 2015
岩本恵太, 中山英樹
画像センシングシンポジウム講演論文集(CD-ROM)   21st ROMBUNNO.IS2-18   2015
玉那覇貴紀, 中山英樹
画像センシングシンポジウム講演論文集(CD-ROM)   21st ROMBUNNO.IS2-06   2015
岡本昌也, 中山英樹
画像センシングシンポジウム講演論文集(CD-ROM)   20th ROMBUNNO.IS1-08   2014
津田智哉, 中山英樹
画像センシングシンポジウム講演論文集(CD-ROM)   20th ROMBUNNO.IS1-14   2014
中山英樹
画像センシングシンポジウム講演論文集(CD-ROM)   20th ROMBUNNO.IS1-04   2014
牛久祥孝, 山下裕也, 井村純, 中山英樹, 原田達也, 國吉康夫
電子情報通信学会技術研究報告   110(414(PRMU2010 208-236)) 1-6   Feb 2011
牛久祥孝, 中山英樹, 原田達也, 國吉康夫
電子情報通信学会技術研究報告   109(306(PRMU2009 94-133)) 45-50   Nov 2009
原田達也, 松本理恵, 中山英樹, 國吉康夫
日本ロボット学会学術講演会予稿集(CD-ROM)   27th ROMBUNNO.2G1-07   Sep 2009
原田達也, 中山英樹, 國吉康夫
人工知能学会全国大会論文集(CD-ROM)   23rd ROMBUNNO.2F1-NFC4-6   2009
中山英樹, 原田達也, 國吉康夫
ロボティクスシンポジア予稿集   13th 192-199   Mar 2008   [Refereed]
松本理恵, 中山英樹, 原田達也, 國吉康夫
ロボティクスシンポジア予稿集   13th 73-80   Mar 2008   [Refereed]
中山英樹, 原田達也, 國吉康夫
情報処理学会全国大会講演論文集   70th(5) 5.89-5.90   Mar 2008
原田達也, 中山英樹, 國吉康夫, 大津展之
情報処理学会全国大会講演論文集   70th(5) 5.87-5.88   Mar 2008
松本理恵, 中山英樹, 原田達也, 國吉康夫
情報処理学会全国大会講演論文集   70th(5) 5.91-5.92   Mar 2008
中山英樹, 原田達也, 國吉康夫, 大津展之
電子情報通信学会技術研究報告   107(384(PRMU2007 135-157)) 65-70   Dec 2007
下畠康幸, 中山英樹, 原田達也, 大津展之
日本機械学会ロボティクス・メカトロニクス講演会講演論文集(CD-ROM)   2007 2P1-C08   May 2007

Conference Activities & Talks

 
Advancing Representation Learning for Language and Vision [Invited]
Hideki Nakayama
NVIDIA GPU Technology Conference (GTC)   28 Mar 2018   
Pivot-based Multimodality Integration for Unsupervised Cross-domain Machine Intelligence [Invited]
Hideki Nakayama
2nd International Symposium on Research and Education of Computational Science (RECS)   18 Dec 2017   
Pivot-based Multimodal Data Integration for Cross-media Machine Intelligence [Invited]
Hideki Nakayama
NVIDIA GPU Technology Conference (GTC)   11 May 2017   
Pivot-based multimodality integration for cross media machine intelligence [Invited]
Hideki Nakayama
CEMS Topical Meeting on Soft Robotics   27 Oct 2016   

Works

 
3rd place, ICDAR Robust Reading Competition (script identification task)
Jan Zdenek, Hideki Nakayama   The Others   2017 - 2017
1st place, ImageCLEF 2013 Plant Identification Task (natural background task)
Hideki Nakayama   The Others   2013 - 2013
3rd place, ImageNet Large Scale Visual Recognition Challenge 2010
Hideki Nakayama   The Others   2010 - 2010