I am currently an algorithm engineer. I obtained my M.S. degree in CS from Peking University in 2018, B.Eng. degree in EE from Zhejiang University in 2015. Besides, I also have spent time interning at Microsoft Research Asia for 6 months.
I do have a GitHub.
What I am most fond of are beautiful and simple theoretical ideas that can be translated into something that works. ---- Y. LeCun
My current research interests include Deep Learning and its applications in Computer Vision.
In this work, we adopt the greedy principle to tackle this NP hard problem by iteratively updating the network toward the probable optimal discrete solution in each iteration.
Attribute-Aware Attention Model for Fine-grained Representation Learning
Kai Han*, Jianyuan Guo*, Chao Zhang, Mingjian Zhu. ACM Multimedia 2018 (Oral, 8.5% acceptance rate). (* indicates equal contribution)
We propose a novel Attribute-Aware Attention Model (A3M), which can learn local attribute representation and global category representation simultaneously in an end-to-end manner.
Vehicle images retrieval using multi-CNNs ensemble method. In the vehicle retrieval task of The 3rd China Graduate Contest on Smart-city Technology and Creative Design, we ranked 1st and won the special prize in the final!