The group is pursuing a broad range of topics that include knowledge representation, learning, vision, reasoning, robotics, information systems, and planning. Application areas include molecular biology, manufacturing, control theory, and scheduling.
| Dan Roth | machine learning, natural language processing, knowledge representation, reasoning |
| David Forsyth | computer vision, machine learning |
| Steven M. LaValle | robotics, motion planning |
| Eyal Amir | knowledge representation, automated reasoning, robotics |
| Paris Smaragdis | machine listening |
| Jiawei Han | data mining |
| Thomas Huang | computer vision, machine learning |
| Benjamin W. Wah | artificial intelligence |
| Gerald DeJong | machine learning |
| Jennifer Cole | natural language processing, computational linguistics |
| Narendra Ahuja | computer vision |
| Derek Hoiem | visual scene understanding |
| Julia Hockenmaier | natural language processing, computational linguistics |
| Mark Hasegawa-Johnson | statistical speech technology |
| Seth Hutchinson | computer vision, robotics |
| Margaret Fleck | natural language processing |
| ChengXiang Zhai | information retrieval, natural language processing, bioinformatics |
| Roxana Girju | computational linguistics |
| Stephen Levinson | automated natural language understanding |
| David E. Goldberg | genetics-based machine learning |
| Lenny Pitt | artificial intelligence |
| Bryan Heidorn | natural language understanding, information extraction |
| Timothy Bretl | motion planning and control |
| Mehdi Harandi | knowledge-based software engineering |
| Zhi-Pei Liang | pattern recognition, statistical learning |
| Yi Ma | computer vision |
| Saurabh Sinha | bioinformatics |
| Sheng Zhong | computational biology |
Multimodal Information Access & Synthesis
Institute for Advanced Computing Applications & Technologies
Best Paper for Work in Natural Language Processing
Roth Named ACM Fellow for 2011
Best Paper for Work on Euclidean Shortest Path Problem
Adding 3D Objects to 2D Images
Hoiem Authors Computer Vision Text
Researchers Studying Machine Learning and Perception in New Intel Center