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What is: Shape Adaptor?

SourceShape Adaptor: A Learnable Resizing Module
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Shape Adaptor is a novel resizing module for neural networks. It is a drop-in enhancement built on top of traditional resizing layers, such as pooling, bilinear sampling, and strided convolution. This module allows for a learnable shaping factor which differs from the traditional resizing layers that are fixed and deterministic.

Image Source: Liu et al.