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Found 2 papers, 2 papers with code
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
To this end, we introduce a novel token mixing operator, RepMixer, a building block of FastViT, that uses structural reparameterization to lower the memory access cost by removing skip-connections in the network.
MobileOne: An Improved One millisecond Mobile Backbone
Furthermore, we show that our model generalizes to multiple tasks - image classification, object detection, and semantic segmentation with significant improvements in latency and accuracy as compared to existing efficient architectures when deployed on a mobile device.
Ranked #586 on
Image Classification
on ImageNet
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