Computational Vision at UC Irvine  

Do We Need More Training Data?
Xiangxin Zhu, Carl Vondrick, Charless Fowlkes, Deva Ramanan
International Journal of Computer Vision, 2015, 1--17.
[pdf]

Capturing long-tail distributions of object subcategories
Xiangxin Zhu, Dragomir Anguelov, Deva Ramanan
Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on, 2014, 915--922.
[pdf]

Do we need more training data or better models for object detection?
Xiangxin Zhu, Carl Vondrick, Deva Ramanan, Charless Fowlkes
British Machine Vision Conference (BMVC), 2012.
[pdf]

Face detection, pose estimation and landmark estimation in the wild
Xiangxin Zhu, Deva Ramanan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
[pdf]