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 Learning for Speech and Language Processing
1/08/17 → 31/12/17
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
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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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 -
Bayesian learning for neural network compression
Chien, J. T. & Chang, S. T., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020. Institute of Electrical and Electronics Engineers Inc., 9105998. (2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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International Joint Conference on Artificial Intelligence (IJCAI), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …Activity: 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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Annual Meeting of the Association for Computational Linguistics (ACL), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …Activity: Talk or presentation › Invited talk