Efficient CNN Compression via Multi-method Low Rank Factorization and Feature Map Similarity

M. Kokhazadeh, G. Keramidas, V. Kelefouras

Low-Rank Factorization (LRF) is a widely adopted technique for compressing deep neural networks (DNNs). However, it faces several challenges, including optimal rank selection, a va…