Biography
Hello, everyone! My name is Hao ZHENG. I’m a third-year Ph.D. student from the Automation & Knowledge Laboratory, Tokyo Institute of Technology, supervised by Prof. Kanezaki. Before that, I got my M.Sc. degree from CUHK in 2020. My research interests include machine learning, transfer learning, and few-shot classification. I have been a reviewer of NIPS 2023, ICLR 2024 and ICRA 2024. If you are interested in my research or our lab, please feel free to contact me!
Interests
- Artificial Intelligence
- Computer Vision
- Machine Learning
Education
-
Ph.D. in Artificial Intelligence, 2021~Present
Tokyo Institute of Technology
-
M.S. in Computer Science, 2019~2020
The Chinese University of Hong Kong
Skills
Technical
Python
Computer Vision
Machine Learning
Hobbies
Hiking
Cats
Photography
Projects
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A regularization which can significantly enhance the performance of any fine-tuning methods when there is a limited amount of downstream data available.
A robust object pose estimation method requires no addition label to explicitly separate noise and valid points.
Publications
(2023).
DAC: Disentanglement-and-Calibration Module for Cross-Domain Few-Shot Classification.
In ACCESS.
(2023).
Few-Shot Learning with Visual Distribution Calibration and Cross-Modal Distribution Alignment.
In CVPR 2023.
(2023).
Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification.
In ICLR 2023.
Contact
If you have any questions, please feel free to contact me!
- zheng.h.ad@m.titech.ac.jp
- +81-080-6083-2364
- West Bldg 8E, Room E502 (5th Floor) W8-64, Meguro-ku, Tokyo 152-8550