Previously, he has worked as a Postdoctoral Fellow in the EECS Department at UC Berkely and in the Robotics Institute at Carnegie Mellon University with Alyosha Efros and Martial Hebert. He received his Ph.D. from the University of Texas at Austin. His research mainly focuses on developing robust visual recognition systems using the vast amount of unstructured images and video contents with minimal human supervision.