Projects per year
Personal profile
Research Interests
Machine Learning, Deep Learning, Nature Language Processing, Computer Vision
Experience
1997/8~2012/7 Professor, Department of Computer Science and Information Engineering, National Cheng Kung University
1998/7~1998/9 Visiting Research Fellow, Speech Technology Laboratory, USA Panasonic Technologies, Inc.
2002/7~2002/9 Visiting Research Fellow, Furui Lab, Tokyo Institute of Technology
2006/7~2007/2 Visiting Professor, Electrical Engineering , Georgia Institute of Technology
2008/7~2008/8 Visiting Research Fellow, Speech Group, Microsoft Research Asia
2010/1~2010/7 Visiting Research Fellow, Speech Recognition Group, IBM T. J. Watson Research Center
2012/8~current Professor, Department of Electrial and Computer Engineering, National Chiao Tung University
2013/8~current Adjunctive Professor, Department of Computer Science, National Chiao Tung University
2015/8~2017/1 Vice Dean, College of Electrial and Computer Engineering, National Chiao Tung University
2017/10~2019/9 Chairman, Board of Directors, The Association for Computational Linguistics and Chinese Language Processing
2019/8~current Principal Investigator, Higher Education SPROUT Project, National Chiao Tung University
2015/5~current Chair Professor, National Chiao Tung University
Education/Academic qualification
PhD, National Tsing Hua University
External positions
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Projects
- 17 Finished
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Deep Learning Theories and Applications
1/01/20 → 31/12/20
Project: Government Ministry › Ministry of Science and Technology
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Deep Learning Theories and Applications
1/01/19 → 31/12/19
Project: Government Ministry › Ministry of Science and Technology
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Deep Learning Theories and Applications
1/01/18 → 31/12/18
Project: Government Ministry › Ministry of Science and Technology
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Deep machine learning based on tensor factorized neural networks
1/08/17 → 31/12/17
Project: Government Ministry › Ministry of Science and Technology
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Deep Learning for Speech and Language Processing
1/08/17 → 31/12/17
Project: Government Ministry › Ministry of Science and Technology
Research output
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Exploring state transition uncertainty in variational reinforcement learning
Chien, J-T., Liao, W. L. & Naqa, I. E., 24 Jan 2021, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1527-1531 5 p. 9287440. (European Signal Processing Conference; vol. 2021-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Hierarchical and Self-Attended Sequence Autoencoder
Chien, J. T. & Wang, C. W., 2021, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.Research output: Contribution to journal › Article › peer-review
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Sequential learning and regularization in variational recurrent autoencoder
Chien, J-T. & Tsai, C. J., 24 Jan 2021, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1613-1617 5 p. 9287616. (European Signal Processing Conference; vol. 2021-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Amortized Mixture Prior for Variational Sequence Generation
Chien, J-T. & Tsai, C. J., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9206667. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Automatic classification of myocardial infarction using spline representation of single-lead derived vectorcardiography
Chuang, Y. H., Huang, C. L., Chang, W. W. & Chien, J. T., 2 Dec 2020, In: Sensors (Switzerland). 20, 24, p. 1-18 18 p., 7246.Research output: Contribution to journal › Article › peer-review
Open Access
Prizes
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AAPM Farrington Daniels Award
Tseng, H. H. (Recipient), Luo, Y. (Recipient), Cui, S. (Recipient), Chien, Jen-Tzung (Recipient), Ten Haken, R. K. (Recipient) & El Naqa, I. (Recipient), 2018
Prize: Honorary award
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Best Paper Award, IEEE Automatic Speech Recognition and Understanding (ASRU) Workshop
Chien, Jen-Tzung (Recipient), 2011
Prize: Honorary award
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Distinguished Lecturer, Asia Pacific Signal and Information Processing Association
Chien, Jen-Tzung (Recipient), 2012
Prize: Honorary award
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Distinguished scholar research project Award, National Science Council
Chien, Jen-Tzung (Recipient), 2008
Prize: Honorary award
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Distinguished Teaching Award, ECE College, National Chiao Tung University
Chien, Jen-Tzung (Recipient), 2019
Prize: Honorary award
Activities
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AAAI Conference on Artificial Intelligence (AAAI), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019Activity: Talk or presentation › Invited talk
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Journal of Signal Processing Systems (Journal)
Jen-Tzung Chien (Member of editorial board)
1 May 2019 → …Activity: Publication peer-review and editorial work › Editorial work
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ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …Activity: Talk or presentation › Invited talk
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International Joint Conference on Artificial Intelligence (IJCAI), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …Activity: Talk or presentation › Invited talk
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Annual Meeting of the Association for Computational Linguistics (ACL), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …Activity: Talk or presentation › Invited talk