DARPA awards LWLL contract to UBC’s Department of Computer Science

In another big win for the Department of Computer Science, UBC has been awarded a $1.3 million grant from DARPA, the US government agency researching breakthrough technology in the defence industry.

Learning With Less Labels (LWLL) develops more efficient machine learning by massively reducing the amount of labeled data needed to train accurate models. The three-year contract will be overseen by Leonid Sigal and Frank Wood as principal investigators, and delivered by Dr. Wood’s research group Programming Languages for Artificial Intelligence (PLAI).

The LWLL program is a subcontract through Charles River Analytics led by their Chief Scientist Avi Pfeffer and DARPA Program Manager Bruce Draper.

 As Frank Wood explains, "deep learning is revolutionary but requires huge amounts of labelled training data. Our research under this program is about figuring out ways to make deep learning systems use less data. Leon, myself, and other members of the CRA team have long-standing expertise in leveraging side-information to achieve just this, particularly in visual classification, localization, and segmentation tasks.”

Site Categories Research

Department News

November 15, 2019
In another big win for the Department of Computer Science, UBC has been awarded a $1.3 million...
November 15, 2019
UBC’s Programming Languages for Artificial Intelligence (PLAI) group has won the largest grant ever...
November 11, 2019
The UBC programming teams won first and second place at the 2019 International Collegiate...
November 5, 2019
The paper Etalumis: Bringing Probabilistic Programming to Scientific Simulators is a best paper...

a place of mind, The University of British Columbia

 

ICICS/CS Building 201-2366 Main Mall
Vancouver, B.C. V6T 1Z4 Canada
Tel: 604-822-3061 | Fax: 604-822-5485
General: help@cs.ubc.ca
Undergrad program: undergrad-info@cs.ubc.ca
Graduate program: grad-info@cs.ubc.ca

Emergency Procedures | Accessibility | Contact UBC | © Copyright The University of British Columbia