2013 Spring, UCLA CS 269, Advanced Machine Learning

2012 Fall, University of Huazhong Science and Technology University, Computer Vision and Medical Imaging

2010 Spring, UCLA CS 269, Topics in Advanced Machine Learning


2009 Fall, Tutorial: Discriminative Learning for Medical Imaging, MICCAI 2009

2009 Summer:  Lectures on Sino-USA Summer School in Vision, Learning, and Pattern Recognition
Ensemble discriminative learning
Supervised and weakly-supervised learning

2005 Fall, MCMC Short Scourse, ICCV 2005
Outline
Lecture 1, Introduction to Markov chain Monte Carlo (Song-Chun Zhu)
Lecture 2, Two basic designing tools (Frank Delleart)
Lecture 3,  A variety of tricks for MCMC design  (Song-Chun Zhu)
Lecture 4, Reversible jumps (Zhuowen Tu)
Lecture 5, Data-driven Markov chain Monte Carlo (Frank Delleart)
Lecture 6, Cluster sampling (Song-Chun Zhu)
Lecture 7, Exact sampling techniques (Zhuowen Tu)