Mail Address:
8125 Math Sciences Building,
Box 951554,
University of California, Los Angeles,
Los Angeles, CA 90095
Email:
user name: sczhu (at)
stat.ucla.edu or cs.ucla.edu
Tel: 310-206-8693
Office: Boelter Hall 9404
Research Areas:
-
Computer Vision, Statistical Modeling & Computing, Cognition, Machine Learning,Natural Language and Dialogue, AI, Robot Autonomy.
Director of:
Center for Vision, Cognition, Learning and Autonomy VCLA@UCLA (No new students will be admitted)
Textbooks: to build a framework
- Adrian Barbu and Song-Chun Zhu, Monte Carlo Methods, Springer, 2020. [Amazon Link]
- Song-Chun Zhu and Yingnian Wu, Computer Vision: Statistical Models for Marr's Paradigm, Springer, 2021 [Book_1_Marr][Book_1_Coverpage]
- Song-Chun Zhu and Siyuan Huang, Computer Vision: Stochastic Grammars for Parsing Objects, Scenes, and Events, Springer, 2021 [Book_2_Parsing][Book_2_Coverpage]
- Song-Chun Zhu and Yixin Zhu, Cognitive Models for Visual Commonsense Reasoning, Springer, 2021 [Book_3_FPICV][Book_3_Coverpage]
Links to some Conferences / Workshops / Summer Schools that I was involved:
- IEEE Conf. on Computer Vision and Pattern Recognition, Long Beach, Los Angeles, CVPR 2019.
- Int'l Workshops on Vision Meet Cognition: Function, Physics, Intent and Causality
.... FPIC workshop with cvpr2014 .... FPIC workshop with cvpr 2015 .... Workshop with CogSci 2015 ...FPIC workshop with cvpr 2017 - Int'l Workshop on Language and Vision CVPR 2015.
- Int'l Mathematics Forum at Sanya, 2013
- IEEE Conf. on Computer Vision and Pattern Recognition, Providence, Rhode Island, CVPR 2012
- Int'l Workshop on Stochastic Image Grammar (SIG):
.... SIG workshop, with cvpr 2009 .... SIG workshop with iccv 2011 ... SIG tutorial with cvpr 2012 - Summer Schools on Vision and Learning in China:
.... Lotus Hill 2005 .....Lotus Hill 2006 .... Lotus Hill 2008 .... Xi'an 2010 ,... Beijing 2012 - Symposium on Vision/Neural/Cognitive Science in Honor of David Mumford 2007, and 2017.
- 6th Int'l Conference on EMMCVPR, 2007
- Int'l Workshops on Statistical and Computational Theories of Vision (SCTV):
.... 1st SCTV, Fort Collins 1999, .... 2nd SCTV, Vancouver 2001 .... 3rd SCTV, Nice, France, 2003