Hi, I am Yen-Cheng Liu!

I am a PhD student and works with Prof. Zsolt Kira at Georgia Tech currently. I previously worked as a research assistant in Vision and Learning Lab, supervised by Prof. Yu-Chiang Frank Wang. My research interests are in the areas of computer vision and machine learning, particularly representation learning and transfer learning.

Here is my CV.

ycliu [AT] gatech.edu

Ph.D. Student in ML
Georgia Tech
Aug '18 - Present

M.S. in EE
NTU
Sep '15 - June '17

Graduate Research
Academia Sinica
May '16 - June '17

Erasmus Program
TU München
Sep '14 - Mar '15

B.S. in ECE
NCTU
Sep '11 - June '15

Publications

A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation

Advances in Neural Information Processing Systems (NIPS 2018)
Alexendar Liu, Yen-Cheng Liu, Yu-Ying Yeh, Yu-Chiang Frank Wang
[Paper] [Code]

Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'18 Spotlight)
Yen-Cheng Liu, Yu-Ying Yeh, Tzu-Chien Fu, Sheng-De Wang, Wei-Chen Chiu, Yu-Chiang Frank Wang
[Paper]

Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification

IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR'18 Workshops)
Yu-Jhe Li, Fu-En Yang, Yen-Cheng Liu, Yu-Ying Yeh, Xiaofei Du, Yu-Chiang Frank Wang
[arXiv]

Deep Aggregation Net for Land Cover Classification

IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR'18 Workshops)
Tzu-Sheng Kuo, Keng-Sen Tseng, Jia-Wei Yan, Yen-Cheng Liu, Yu-Chiang Frank Wang

Domain-Adaptive Generative Adversarial Networks for Sketch-to-Photo Inversion

IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP'17)
Yen-Cheng Liu, Wei-Chen Chiu, Sheng-De Wang, Yu-Chiang Frank Wang
[Paper]

Side Projects

Jenga Builder

Collaborator: Kilian Contamain, Edwinn Gamborino, Da-Wei Liu

The proposed system aim at rebuilding a Jenga® tower from a randomly positioned and relatively large set of pieces in a surface using only one RGB camera and a 6-DOF robotic manipulator

Hiticket.tw: Find Your Second-Hand Ticket

Collaborator: Jerry Lee @ Trend Micro Taiwan
[Slides]

We design a public website for secondhand ticket info exchange. Our back-end system collects the latest secondhand ticket information by integrating the government open data and PTT Drama-Ticket .