Olga Russakovsky

Computer Science Department Stanford University Room 242, Gates Building 2A Stanford, CA 94305 Email: olga (at) cs.stanford.edu

I am a PhD student working on computer vision with Prof. Fei-Fei Li.

Publications:

Attribute learning in large-scale datasets, Olga Russakovsky and Li Fei-Fei. Parts and Attributes Workshop at the European Conference on Computer Vision (ECCV), 2010. [pdf (updated)] [slides odp, slides pdf] [data (updated)]

A Steiner tree approach to efficient object detection, Olga Russakovsky and Andrew Y. Ng. Computer Vision and Pattern Recognition (CVPR), 2010. [pdf] [poster] [data]

Autonomous operation of novel elevators for robot navigation, Ellen Klingbeil, Blake Carpenter, Olga Russakovsky and Andrew Y. Ng. International Conference on Robotics and Automation (ICRA), 2010. [pdf]

Training Conditional Random Fields for maximum labelwise accuracy, Samuel S. Gross, Olga Russakovsky, Chuong B. Do and Serafim Batzoglou. Advances in Neural Information Processing Systems (NIPS), 2007. [pdf]

Projects:

• ImageNet is an image database organized according to the WordNet hierarchy, in which each node of the hierarchy is depicted by hundreds and thousands of images. I am part of the team working on maintaining and expanding ImageNet.
• The STAIR Vision library contains a range of software infrastructure for computer vision, machine learning, and probabilistic graphical models written in C++. I was part of the small team of core developers of the library.