Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models

Adepu Ravi Sankar, Vineeth N. Balasubramanian

Abstract: Energy-based deep learning models like Restricted Boltzmann Machines are increasingly used for real-world applications. However, all these models inherently depend on the Contrastive Divergence (CD...