Research Interest

My research interests are computer vision, machine learning. Specifically, I am interested in using deep learning to solve the practical problems in the industry such as the limitation of insufficient resources and a trade-off between computation and accuracy. My research focus is mainly on:

Neural architecture design and search
Network binarization and quantization
Network channel pruning
Meta learnning
Reinforcement learning
FPGA implementation of compact network