Transfer Learning by Borrowing Examples for Multiclass Object DetectionJoseph J. Lim, Ruslan Salakhutdinov, and Antonio Torralba.
NIPS 2011, Granada, Spain. [PDF] [Project Page]
Experimental Evaluation of Support Vector Machine-based and Correlation-based Approaches to Automatic Particle Selection
Pablo Arbelaez, Bong-Gyoon Han, Dieter Typke, Joseph J. Lim, Robert M. Glaeser, Jitendra Malik.
Journal of Structural Biology 2011. doi:10.1016/j.jsb.2011.05.017. [PDF] [Project Page]
Exploiting Hierarchical Context on a Large Database of Object Categories
Myung Jin Choi, Joseph J. Lim, Antonio Torralba, and Alan S. Willsky. CVPR 2010, San Francisco, California. [PDF] [Project Page]
Context by Region Ancestry Joseph J. Lim, Pablo Arbelaez, Chunhui Gu, Jitendra Malik. ICCV 2009, Kyoto, Japan. [PDF]
Recognition using Regions
Chunhui Gu, Joseph J. Lim, Pablo Arbelaez, Jitendra Malik. CVPR 2009, Miami, Florida. [PDF]
A Distributed Message Passing Algorithm for Sensor Localization
Max Welling and Joseph J. Lim. ICANN 2007, Porto, Portugal. [PDF] June '08, mistake corrected in Alg. Box 3I.
Research Experience
09/2009 - present: Computer Vision
- Supervised by Prof. Antonio Torralba, MIT
- Scene understanding using a new contextual model.
12/2007 - 09/2009: Computer Vision
- Supervised by Prof. Jitendra Malik, University of California - Berkeley
- Object recognition and detection using various image features. Major works were related to recognitions based on segmentation tree.
08/2006 - 07/2007: Mobile Sensor Localization
- Supervised by Prof. Max Welling, University of California - Irvine
- Proposing a distributive method that estimates sensors' locations and their uncertainties with limited information outside the network (i.e. GPS). This research was about a fully distributed message passing algorithm based on expectation propagation.
Other Experience
Spring 2010: Teaching Assistant
6.869: Advances in Computer Vision