Recent News

Apr 04, 2014 - MMF Project Covered in MIT News Todays' Spotlight
Our MMF project, led by Julian Straub, was covered in MIT Today's Spotlight.

Apr 02, 2014 - UROP positions available
We have several exciting UROP projects related to 1) 3D scanning; 2) robotics; 3) implementing computer-vision and machine-learning algorithms in Julia.

Feb 25, 2014 - CVPR '14: 4 Papers Accepted
4 papers co-authored by members of our group have been accepted to CVPR '14.

Feb 06, 2014 - AISTATS Paper Accepted
Zoran Dzunic's work on "Bayesian Switching Interaction Analysis Under Uncertainty" has been accepted to the International Conference on Artificial Intelligence and Statistics (AISTATS '14).

Sept 04, 2013 - NIPS Paper Accepted
Jason Chang's work on "Parallel Sampling of DP Mixture Models using Sub-Clusters Splits" has been accepted to the annual Neural Information Processing Systems conference. Check out the Research page to find the code and a quick video.

Sept 04, 2013 - ICCV Paper Accepted
Jason Chang's work on "Topology-Constrained Layered Tracking with Latent Flow" has been accepted to the International Conference on Computer Vision.

Jun 23, 2013 - Temporal Superpixel Code Released
The source code for our CVPR paper about temporal superpixels is now available. Check out the Research page to find the download link.

About SLI

Our group focuses on the analysis of complex, high-dimensional data. We combine elements of Bayesian inference, information theory, optimization, and physical sensor models to develop scalable algorithms with theoretical performance guarantees. Application areas include multi-modal data fusion, distributed inference under resource constraints, structural inference, resource management in sensor networks, and analysis of video, seismic volumes, and radar images.