Soumia Laroui

Filter Spectral Efficiency (FSE): Structured Network Pruning via Inter-Layer Spectral Coupling

Structured filter pruning is an effective approach for reducing the computational cost of deep neural networks while preserving efficient deployment on standard hardware. However, most existing pruning methods evaluate filters independently, overlooking the inter-layer spectral coupling between consecutive layers, whil...