Yi-Ting (Tiffany) Hsiao
Hi! I am a researcher with interests in computer vision (CV) and machine learning (ML). I obtained M.S. in Electrical & Computer Engineering and M.S. in Data Science at the University of Michigan, Ann Arbor. During my studies, I had a wonderful internship opportunity under Adobe Research, where I was mentored by Siavash Khodadadeh, Kevin Duarte, and Wei-An Lin, and worked on diffusion model efficiency. I also had research experiences on 3D object detection at Isuzu Motors.
Prior to my master journey, I received my B.S. from National Tsing Hua University in Taiwan, where my research lies in the field of reinforcement learning.
Currently, I am mainly working on Multimodal video generation & editing!
Email: hsiaoyt@umich.edu
Research Experience
Jan 2024-Present Machine Learning Engineer @ Moveworks
May 2023 - Dec 2023 Adobe internship, advised by Siavash Khodadadeh, Kevin Duarte, Wei-An Lin, Hui Qu, and Ratheesh Kalarot
Jan 2023 - April 2023 Isuzu Motors internship, advised by Yi-Cheng Chang
May 2022 - July 2022 Amazon internship
Aug 2021 -Dec 2023 University of Michigan, Master's in ECE and DS
Selected Projects
Yi-Ting Hsiao, Siavash K., Kevin D., Wei-An L., Hui Q., Mingi K., Ratheesh K.
CVPR 2024, U.S. Patent
Our solution for fast diffusion model sampling with efficient training and high adaptability to different fine-tuned models.
Cross-Modal 3D Object Detection for Commercial Trucks
Yi-Ting Hsiao, Yi-Chen C.
ISUZUTechnical Center of America (ITCA) Internship Project 2023
We adopted SOTA cross-modal (RGB & LiDAR) object detection algorithms for commercial trucks.
Szu-Hao H., Yu-Hsiang M., Yi-Ting Hsiao
IEEE Access 2021
We introduce a comprehensive reinforcement learning framework for portfolio management.