most citedDeep Convolutional Neural Networks Structured Pruning via Gravity Regularization

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cs.CV2024★ 1 cited

Deep Convolutional Neural Networks Structured Pruning via Gravity Regularization

Abdesselam Ferdi

Structured pruning is a widely employed strategy for accelerating deep convolutional neural networks (DCNNs). However, existing methods often necessitate modifications to the origi…

cs.CV2024★ 1 cited

Electrostatic Force Regularization for Neural Structured Pruning

Abdesselam Ferdi, Abdelmalik Taleb-Ahmed, Amir Nakib +1

The demand for deploying deep convolutional neural networks (DCNNs) on resource-constrained devices for real-time applications remains substantial. However, existing state-of-the-a…