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