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.