Composite Discriminant Factor analysis. - Vlad I. Morariu; Ejaz Ahmed 002; Venkataraman Santhanam; David Harwood; Larry S. Davis (WACV, 2014)

A non-parametric approach to extending generic binary classifiers for multi-classification. - Venkataraman Santhanam; Vlad I. Morariu; David Harwood; Larry S. Davis (Pattern Recognit., 2016)

Generalized Deep Image to Image Regression. - Venkataraman Santhanam; Vlad I. Morariu; Larry S. Davis (CVPR, 2017)

Towards Generalized Frameworks for Object Recognition. - Venkataraman Santhanam (2018)

A Generic Improvement to Deep Residual Networks Based on Gradient Flow. - Venkataraman Santhanam; Larry S. Davis (IEEE Trans. Neural Networks Learn. Syst., 2020)