crossrefMachine Learning and Knowledge Extraction2025-09-29Cited by 7
Attention-Guided Differentiable Channel Pruning for Efficient Deep Networks
Anouar Chahbouni, Khaoula El Manaa, Yassine Abouch, Imane El Manaa, Badre Bossoufi, Mohammed El Ghzaoui, et al.
Deploying deep learning (DL) models in real-world environments remains a major challenge, particularly under resource-constrained conditions where achieving both high accuracy and compact architectures is essential. While effective, Conventional pruning methods often suffer from…