Postdoctoral Research Fellow in Deep Learning and Probabilistic Graphical Models National University of Singapore, Department of Computer Science Singapore

POSTDOCTORAL RESEARCH FELLOW IN DEEP LEARNING AND PROBABILISTIC GRAPHICAL MODELS


DESCRIPTION:

The Department of Computer Science at National University is seeking two motivate postdoctoral researchers with expertise in deep learning and probabilistic graphical models.

 

The postdocs will work with Professor Lee Wee Sun on improving deep learning using techniques from probabilistic graphical models (and vice versa). Issues to be explored include scalability, composibility, modularity, transfer, self-supervision, etc., in prediction, inference, and planning, with applications in computer vision, natural language processing, and robotics. See e.g https://arxiv.org/abs/1906.00554

 

REQUIREMENTS:

Applicants should have completed all requirements for a PhD degree with a good track record of publications at major machine learning, AI, or closely related conferences.
Expertise in both deep learning and probabilistic graphical model is strongly preferred.


HOW TO APPLY:

Interested applicants should send a CV to Wee Sun Lee at leews@comp.nus.edu.sg with a cover letter and a brief statement of previous work and research interests.


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