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A. Samarin

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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. · 0 citations

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