Song-Chun Zhu
Professor, jointly
Statistics and Computer Science
Research Areas
Computer VisionStatistical Modeling & ComputingCognition
Machine LearningNatural Language and DialogueAIRobot Autonomy
Statistical Modeling & ComputingComputer VisionMachine LearningRobot AutonomyAICognitionNatural Language and Dialogue
Textbooks to build a framework
Monte Carlo Methods
Adrian Barbu and Song-Chun Zhu
Springer, 2020.
Computer Vision: Statistical Models for Marr's Paradigm
Song-Chun Zhu and Yingnian Wu
Springer, 2021
Computer Vision: Stochastic Grammars for Parsing Objects, Scenes, and Events
Song-Chun Zhu and Siyuan Huang
Springer, 2021
Cognitive Models for Visual Commonsense Reasoning
Song-Chun Zhu and Yixin Zhu
Springer, 2021
Monte Carlo Methods
Adrian Barbu and Song-Chun Zhu
Springer, 2020.
Computer Vision: Statistical Models for Marr's Paradigm
Computer Vision: Stochastic Grammars for Parsing Objects, Scenes, and Events
Cognitive Models for Visual Commonsense Reasoning
Links to some Conferences / Workshops / Summer Schools
- 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 onLanguage 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 Mumford2007,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