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[P] MPViT : Multi-Path Vision Transformer for Dense Prediction
Jan. 14, 2022, 3:20 a.m. | /u/tumaini-lee
Machine Learning www.reddit.com
We release an implementation of MPViT.
code : https://github.com/youngwanLEE/MPViT
paper : https://arxiv.org/abs/2112.11010
We explore multi-scale patch embedding and multi-path structure, constructing the Multi-Path Vision Transformer (MPViT). MPViT embeds features of the same size (i.e., sequence length) with patches of different scales simultaneously by using overlapping convolutional patch embedding. Tokens of different scales are then independently fed into the Transformer encoders via multiple paths and the resulting features are aggregated, enabling both fine and coarse feature representations at the …
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