Yao-Hung Hubert Tsai
Scholar

Yao-Hung Hubert Tsai

Google Scholar ID: TMimDRoAAAAJ
Carnegie Mellon University PhD Student
Machine Learning
Citations & Impact
All-time
Citations
9,555
 
H-index
26
 
i10-index
40
 
Publications
20
 
Co-authors
3
list available
Resume (English only)
Academic Achievements
  • Supported by AI2 and Facebook fellowships. Research involves multimodal generation, multimodal fusion and interpretation, uncertainty quantification, relationship modeling, common sense reasoning, domain adaptation, multitask learning, and few-shot learning.
Research Experience
  • Internships at Facebook AI Research, Apple AI Research, Allen Institute for Artificial Intelligence (AI2), and Microsoft Research. Visiting scholar at RIKEN AIP and Kyoto University.
Education
  • Ph.D. in Machine Learning Department at Carnegie Mellon University, supervised by Dr. Ruslan Salakhutdinov and Dr. Louis-Philippe Morency.
Background
  • Research focuses on building intelligent agents that leverage massive heterogeneous, noisy, and imperfect information to learn from, reason about, and interact with the real world. Specific research areas include multimodal learning, machine reasoning, transfer learning, and less-supervised learning.
Miscellany
  • This site is no longer maintained.