Tinghui Zhou

PhD Student
EECS Department
University of California at Berkeley

Office: 547 Soda Hall
Email: tinghuiz [at] eecs [dot] berkeley [dot] edu


About Me

I am currently a PhD student in the EECS department at University of California at Berkeley, where I am advised by Professor Alexei (Alyosha) Efros. I obtained my Bachelor's degree in Computer Science from University of Minnesota in 2011, and Masters in Robotics from Carnegie Mellon University in 2012.

Research Interests

I am interested in general computer vision and machine learning problems where large quantities of data (a.k.a. Big Data) are available. More specifically, my current research focuses on object recognition and scene understanding using data-driven techniques, with the ultimate goal of enabling computers to achieve the same level of intelligence as humans in perceiving and understanding the visual world.

Publications

Undoing the Damage of Dataset Bias [PDF][Project Page]
Aditya Khosla, Tinghui Zhou, Tomasz Malisiewicz, Alexei A. Efros, Antonio Torralba
Accepted for Poster in European Conference in Computer Vision (ECCV), 2012
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information [PDF][Code]
Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guillermo Sapiro,
Accepted for Oral Presentation in SIAM International Conference on Data Mining (SDM), 2012