ONG: One-Shot NMF-based Gradient Masking for Efficient Model Sparsification

Sankar Behera, Yamuna Prasad

Deep Neural Networks (DNNs) have achieved remarkable success but their large size poses deployment challenges. While various pruning techniques exist, many involve complex iterativ…