Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Publication
Smart Vehicle Spaces
Project
Vision and Language
Automatically describing visual content with natural language is a fundamental challenge of computer vision and multimedia. Sequence learning (e.g., Recurrent Neural Networks), attention mechanism, memory networks, etc., have attracted increasing attention on visual interpretation. In this project,…
Publication
The Fourth Dialog State Tracking Challenge
Video
Social Computing Symposium 2016: Post Screen Personas and Listening Machines, Can machine learning be fair?
I’ll talk about how we need to rethink what we mean by an “algorithm” in the context of machine learning, and the implications for whether (and how) we can trust the opaque algorithms that make…
Project
Uncertainty
Uncertainty is a C# library that uses LINQ to let developers easily express probabilistic computations and then inference over those computations.