LOLViT, a GhostNet-based lightweight backbone using adaptive window attention, reports CNN-like CPU speed with MobileViT-level accuracy.
Edgevits: Competing light-weight cnns on mobile devices with vision transformers
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Lightweight Backbone Networks Only Require Adaptive Lightweight Self-Attention Mechanisms
LOLViT, a GhostNet-based lightweight backbone using adaptive window attention, reports CNN-like CPU speed with MobileViT-level accuracy.