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Biography
My name is Chih-Ting Liu (劉致廷 in Chinese). I am a Computer Vision Applied Scientist in Amazon Lab126 at Taipei, Taiwan. I work on enabling cutting-edge computer vision features on Amazon devices and Ring devices. In July 2022, I received my Ph.D. degree from National Taiwan University (NTU) at the Media IC and System Lab, advised by Prof. Shao-Yi Chien.
My research interest is mainly on recongnition system in computer vision, including human recognition (re-identification), face recognition and object tracking. Moreover, in order to deploy AI on edge devices, I also focus on techniques related to on-device training, such as federated learning, and on-device inference, such as network pruning. Here are my Google Scholar and CV.
Interests
- Deep Learning for Computer Vision
- Image/Video Recognition and Tracking
- Person/Vehicle Re-Identification (Re-ID)
- Neural Network Pruning
- Federated Learning for Recognition
Education
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Ph.D. in Electronics Enginieering, 2022
National Taiwan University
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M.S. in Electronics Engineering, 2019
National Taiwan University
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B.S. in Electrical Engineering, 2017
National Taiwan University
Recent News
[Ph.D. Dissertation] My Ph.D. dissertation “Learning Efficient and Effective Person Re-identification in Multi-Camera Tracking System and Beyond” can be downloaded here
[Aug. 2022] I start my new career as an computer vision applied scientist in Amazon Lab126 at Taipei!
[Jul. 2022] I pass the oral defense and got my Ph.D. degree from National Taiwan University (NTU)!
Industry Experience
Applied Scientist
Amazon
Research Intern
Microsoft
Research Intern
MediaTek
Research Intern
MediaTek
Publications
FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition
Hard Samples Rectification for Unsupervised Cross-domain Person Re-identification
Video-based Person Re-identification without Bells and Whistles
Space-Time Guided Association Learning For Unsupervised Person Re-Identification
Orientation-aware Vehicle Re-identification with Semantics-guided Part Attention Network
Contact
- jackieliu@media.ee.ntu.edu.tw
- Room 421, Barry Lam Hall, National Taiwan University, Taipei, Taiwan