Tutorials

Year Title Venue Link
2025 Foundations of Interpretable AI ICCV 2025 Page
2025 Foundations of Interpretable AI CVPR 2025 Page
2025 Foundations of Interpretable AI CPAL 2025 Page
2025 Foundations of Interpretable AI (course site) Tutorial Page
2017 Mathematics of Deep Learning CDC 2017 Page
2017 Mathematics of Deep Learning ICCV 2017 Page
2017 Mathematics of Deep Learning CVPR 2017 Page
2016 Low-Rank and Sparse Modeling for Visual Analytics CVPR 2016 Page
2016 Mathematics of Deep Learning CVPR 2016 Page
2015 Mathematics of Deep Learning ICCV 2015 Page
2015 Sparse and Low-Rank Modeling for High-Dimensional Data Analysis CVPR 2015 Page
2010 Learning Multi-Subspaces in Computer Vision CVPR 2010 Page
2008 Generalized Principal Component Analysis CVPR 2008 Page
2007 Generalized Principal Component Analysis CVPR 2007 Page

Workshops Organized

Year Title Venue Link
2016 Theory of Deep Learning ICML 2016 Page
2009 Dynamical Vision ICCV 2009 Page
2007 Dynamical Vision ICCV 2007 Page
2006 Dynamical Vision ECCV 2006 Page
2005 Dynamical Vision ICCV 2005 Page
2005 Workshop on Identification of Hybrid Systems CDC 2005