Role of Orthogonality Constraints in Improving Properties of Deep Networks for Image Classification

Hongjun Choi, Anirudh Som, Pavan Turaga

Standard deep learning models that employ the categorical cross-entropy loss are known to perform well at image classification tasks. However, many standard models thus obtained of…