Articles with "multidimensional pruning" as a keyword



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Multidimensional Pruning and Its Extension: A Unified Framework for Model Compression.

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Published in 2023 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2023.3266435

Abstract: Observing that the existing model compression approaches only focus on reducing the redundancies in convolutional neural networks (CNNs) along one particular dimension (e.g., the channel or spatial or temporal dimension), in this work, we propose… read more here.

Keywords: multidimensional pruning; model compression; dimension; mdp ... See more keywords