Projects per year
Personal profile
Research Interests
Intelligent Driving Systems, Assistive Robotics, Artificial Intelligence, Computer Vision, Machine Learning, behavior modeling
Experience
Senior Research Scientist, Honda Research Institute USA
Education/Academic qualification
PhD, Purdue University
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Network
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Driver-centric Risk Assessment
1/07/22 → 30/04/23
Project: Government Ministry › Ministry of Science and Technology
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自我訓練以及可信賴學習技術的次世代智能服務-NexIS:自我監督以及可信賴學習技術的次世代智能服務(1/2)
1/11/21 → 31/10/22
Project: Government Ministry › Ministry of Science and Technology
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Driver-centric Risk Assessment
1/07/23 → 30/04/24
Project: Government Ministry › Ministry of Science and Technology
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Driver-centric Risk Assessment
1/07/21 → 30/04/22
Project: Government Ministry › Ministry of Science and Technology
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Bird’s Eye View Segmentation Using Lifted 2D Semantic Features
Dwived, I., Malla, S., Chen, Y-T. & Behzad Dariush, B., Nov 2021, p. 1-13. 13 p.Research output: Contribution to conference › Paper › peer-review
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Comonotonicity and low volatility effect
Lai, W-N., Chen, Y-T. & Sun, E. W., Apr 2021, In: Annals of Operations Research. 299, 1-2, p. 1057-1099 43 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Semi-supervised 3D Object Detection via Temporal Graph Neural Networks
Wang, J., Gang, H., Ancha, S., Chen, Y-T. & Held, D., Dec 2021, p. 413-422. 10 p.Research output: Contribution to conference › Paper › peer-review
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Toward explainable and advisable model for self-driving cars
Kim, J., Rohrbach, A., Akata, Z., Moon, S., Chen, Y-T., Darrell, T. & Canny, J., Dec 2021, In: Applied AI Letters. 2, 4, p. 1-13 13 p.Research output: Contribution to journal › Letter › peer-review
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Boosting standard classification architectures through a ranking regularizer
Taha, A., Chen, Y-T., Misu, T., Shrivastava, A. & Davis, L., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 747-755 9 p. 9093279. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations