Ting-Hsuan Liao

I am a third-year PhD student at Department of Computer Science, University of Maryland, advised by Prof. Jia-Bin Huang. I received my Bachelor's degrees from National Tsing Hua University advised by Prof. Chun-Yi Lee. My research interest is mainly in Computer Vision. I'm now working on generative model and 3D generation.

[CV] [Publications] [GitHub] [Google Scholar] [Twitter]

Education

Ph.D. in Computer Science at University of Maryland, College Park

Aug. 2022 - present

B.S. in Computer Science at National Tsing Hua University

Sep. 2018 - Jun. 2022



Publications

(*indicates equal contribution)
Text-driven Visual Synthesis with Latent Diffusion Prior
Ting‐Hsuan Liao, Songwei Ge, Yiran Xu, Yao-Chih Lee, Badour AlBahar, Jia-Bin Huang
arXiv preprint 2023
[Paper] [Project Page]
ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA
Ting‐Hsuan Liao*, Huang‐Ru Liao*, Shan‐Ya Yang, Jie‐En Yao, Li‐Yuan Tsao, Hsu‐Shen Liu, Chen‐Hao Chao, Bo‐Wun Cheng, Chia‐Che Chang, Yi‐Chen Lo, Chun‐Yi Lee
To appear in the British Machine Vision Conference (BMVC) , 2022
[Paper] [Code]
Investigation of Factorized Optical Flows as Mid‐Level Representations
Hsuan‐Kung Yang, Tsu‐Ching Hsiao, Ting‐Hsuan Liao, Hsu‐Shen Liu, Li‐Yuan Tsao, Tzu‐Wen Wang, Shan‐Ya Yang, Yu‐Wen Chen, Huang‐Ru Liao, Chun‐Yi Lee
To appear in the International Conference on Intelligent Robots and Systems (IROS) , 2022
[Paper]
Pixel‐Wise Prediction based Visual Odometry via Uncertainty Estimation
Hao‐Wei Chen, Ting‐Hsuan Liao, Hsuan‐Kung Yang, Chun‐Yi Lee
To appear in the Winter Conferenceon Applications of Computer Vision(WACV), 2023
[Paper]


Experience

2024/05 -- Current

Research Intern, USA
Adobe Inc.
Mentor: Uttaran Bhattacharya

2023/06 -- 2023/12

Research Intern, USA
Intel Corporation, Intel Lab
Mentor: Ilke Demir

2022/09 -- Current

Teaching Assistant, MD, USA
Course:

  • Intoduction to Data Science (at CS, UMD)
  • Discrete Structures (at CS, UMD)
  • Computer Vision (at CS, UMD)
  • Game Programming (at CS, UMD)

Spring 2020 -- Spring 2022

Undergraduate Research Assistant, TW
Mentor: Chun‐Yi Lee

Fall 2020 and Fall 2021

Teaching Assistant, TW
Course: Logic Design Laboratory Course (at CS, NTHU)