Zhen Liu
[Google Scholar]
[Resume]
Computer Science
College of Computing
Georgia Institute of Technology
Email : liuzhen1994 [at] gatech [dot] edu
Zhen Liu
[Google Scholar]
[Resume]
Computer Science
College of Computing
Georgia Institute of Technology
Email : liuzhen1994 [at] gatech [dot] edu
I am currently a master student in computer science at Georgia Institute of Technology. Previously, I received B.S. degrees with highest honor from Georgia Tech where I studied both Computer Science (Theory-Intelligence threads) and Electrical Engineering with a minor in economics.
In past summers, I interned at 
and 
.
My research interests broadly lie in machine learning, computer vision and robotics. I am fortunate to have been working closely with many excellent researchers (see collaborators).
Learning towards Minimum Hyperspherical Energy
Weiyang Liu*, Rongmei Lin*, Zhen Liu*, Lixin Liu*, Zhiding Yu, Bo Dai, Le Song.
(* indicates equal contribution)
NeurIPS 2018 [arxiv] [code]
Coupled Variational Bayes via Optimization Embedding
Bo Dai, Hanjun Dai, Niao He, Weiyang Liu, Zhen Liu, Jianshu Chen, Lin Xiao, Le Song.
Decoupled Network
Weiyang Liu*, Zhen Liu*, Zhiding Yu, Bo Dai, Rongmei Lin, Yisen Wang, James Rehg, Le Song.
(* indicates equal contribution)
CVPR 2018 (spotlight) [pdf] [code] [slide]
SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation
Bo Dai, Albert Shaw, Lihong Li, Lin Xiao, Niao He, Zhen Liu, Jianshu Chen, Le Song.
Deep Forward and Inverse Perceptual Models for Tracking and Prediction
Alexander Lambert, Amirreza Shaban, Amit Raj, Zhen Liu, Byron Boots.
One Shot Learning for Semantic Segmentation
Amirreza Shaban, Shray Bansal, Zhen Liu, Irfan Essa, Byron Boots.
Motion Planning with Graph-Based Trajectories and Gaussian Process Inference
Eric Huang, Mustafa Mukadam, Zhen Liu, Byron Boots.
Conference Reviewer: AAAI 2019
Prof. Le Song, Georgia Tech
Prof. Byron Boots, Georgia Tech
Weiyang Liu, Ph.D. student, Georgia Tech
Dr. Zhiding Yu, Research Scientist, NVIDIA Research
Dr. Bo Dai, Research Scientist, Google Brain
Amerriza Shaban, Ph.D. candidate, Georgia Tech
Hanjun Dai, Ph.D. candidate, Georgia Tech
Zhiyuan Lin, Ph.D. candidate, Stanford
Eric Huang, Ph.D. candidate, CMU
Mustafa Mukadam, Ph.D. candidate, Georgia Tech
Alexender Lambert, Ph.D. candidate, Georgia Tech
Shray Bansal, Ph.D. candidate, Georgia Tech
Dr. Siddarth Choudhary, Magic Leap