The Logistic Random Field - A convenient graphical model for learning parameters for MRF-based labeling. - Marshall F. Tappen; Kegan G. G. Samuel; Craig V. Dean; David M. Lyle (CVPR, 2008)

Learning optimized MAP estimates in continuously-valued MRF models. - Kegan G. G. Samuel; Marshall F. Tappen (CVPR, 2009)

Learning to recognize shadows in monochromatic natural images. - Jiejie Zhu; Kegan G. G. Samuel; Syed Zain Masood; Marshall F. Tappen (CVPR, 2010)