The Taub Faculty of Computer Science Events and Talks

will describe some recent work towards scaling the process of visual recognition to handle thousands of objects classes on a limited computational budget. Formally, the system is designed such that the computational resources grow sub-linearly (poly-logarithmic) with the number of classes. This also implies that features used for recognition should be shared by several classes.

Work done jointly with Shai Shalev-Schwartz and Yonatan Wexler