Open access
Aug 2026
Flow-Guided Neural Pruning: Signal-Flow Framework for Multi-Architecture Model Compression
A new iterative pruning algorithm is proposed, Iterative Flow-Aware Pruning (IFAP), that leverages these measures to identify and eliminate non-essential parameters while preserving critical information pathways in deep neural networks.
A. Samarin, Artem A. Nazarenko, E. Kotenko et al.
· Machine Learning and Knowled... · 0 citations