Changhao Chen

Changhao Chen

Doctoral Student

Student, Pembroke College

E: changhao.chen@cs.ox.ac.uk

Themes:

• Artificial Intelligence and Machine Learning
• Cyber Physical Systems

See Also:

• Personal Home Page

Biography

I’m a Ph.D. student at the Department of Computer Science, University of Oxford. My current research interests concentrate on machine learning for signal processing, and intelligent sensor systems. Motivated by real-world problems, I'm applying representation learning, domain adaptation and multi-modalities learning for noisy sensor data with applictions on ubiquitous localization, robot navigation and robust perception & decisions. I work in Cyber Physical Systems Group under the supervision of Prof. Niki Trigoni and Prof. Andrew Markham. I also work with Dr. Yishu Miao and Prof. Phil Blunsom from Machine Learning and NLP Group on solving sequential learning problems.

Selected Publications

View AllManage publications

• Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues

  Chris Xiaoxuan Lu‚ Xuan Kan‚ Bowen Du‚ Changhao Chen‚ Hongkai Wen‚ Andrew Markham‚ Niki Trigoni and John Stankovic

  In The Web Conference (WWW). 2019.

  Details about Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues | BibTeX data for Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues

• MotionTransformer: Transferring Neural Inertial Tracking Between Domains

  Changhao Chen‚ Yishu Miao‚ Chris Xiaoxuan Lu‚ Linhai Xie‚ Phil Blunsom‚ Andrew Markham and Niki Trigoni

  In The Thirty−Third AAAI Conference on Artificial Intelligence (AAAI−19). 2019.

  Details about MotionTransformer: Transferring Neural Inertial Tracking Between Domains | BibTeX data for MotionTransformer: Transferring Neural Inertial Tracking Between Domains | Download  (pdf) of MotionTransformer: Transferring Neural Inertial Tracking Between Domains

• Transferring Physical Motion Between Domains for Neural Inertial Tracking

  Changhao Chen‚ Yishu Miao‚ Chris Xiaoxuan Lu‚ Phil Blunsom‚ Andrew Markham and Niki Trigoni

  In NIPS 2018 workshop on Modelling the Physical world: Perception‚ Learning and Control. 2018.

  Details about Transferring Physical Motion Between Domains for Neural Inertial Tracking | BibTeX data for Transferring Physical Motion Between Domains for Neural Inertial Tracking | Download  (pdf) of Transferring Physical Motion Between Domains for Neural Inertial Tracking

Activities

• Machine Learning Systems
• Deep Learning Based Inertial Tracking

Supervisors