Vanishing Contributions: A Unified Framework for Smooth and Iterative Model Compression

Lorenzo Nikiforos, Luciano Prono, Charalampos Antoniadis +3

The increasing scale of Deep Neural Networks (DNNs) introduces the need for compression techniques such as pruning, quantization, and low-rank decomposition. While these methods ar…