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arxiv_cs_lg · Nov 12, 2026 · paper

Source brief

Theoretical and Empirical Analysis of Sparse Convolution

arxiv.orgNov 12, 2026
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In brief

Deep neural networks for image processing are increasingly deployed on resource-constrained edge devices such as drones, medical systems, and smartphones, where limited computational resources and memory bandwidth pose significant challenges for efficient inference. Pruning durin

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