G4廖東平須成忠博士CV.pdf

Liao Dongping（廖東平） PhD Student E-mail：yb97428@umac.mo Education Ÿ PhD of Computer Science and Technology Macau University, Macau Ÿ Master of Space Engineering Ÿ Major in Pattern Recognition and Intelligent System Ÿ Beihang University, Beijing Ÿ Bachelor of Space Engineering Ÿ Major in Guidance, Navigation and Control Ÿ Beihang University, Beijing 2019.08 – present 2016.09-2019.06 2012.09-2016.06 Projects Ÿ Ÿ Ÿ Ÿ Multitask learning framework for fast video understanding (Finished when intern at Baidu Institute of Deep Learning (IDL), Group of Vision Technology) Implementing a multi-task lightweight network for person detection, body segmentation, pose estimation and hand gesture recognition with Caffe. Optimizing and deploying trained models on PaddlePaddle. Employing adaptive gradient optimization to balance the weight of the four tasks. We achieved about 5% IoU improvement in segmentation task and 7% PCK precision improvement in pose estimation task on single image. Research Interests Ÿ Video Understanding Ÿ Deep Neural Network Compression Ÿ Multi-agent Reinforcement Learning Selected Awards & Honors Ÿ The major award for graduate （2016-2018） Ÿ Runner-up of “Gomoku AI Competition” hold by DeepGlint Co, LTD （2018） Ÿ Outstanding academic paper reward for master students （2019） Ÿ Macau PhD Scholarship (2019)