Transposed Convolution for Learned Upsampling

Transpose Convolution vs Unpooling in Image Segmentation Decoders for Deep Learning

In encoder-decoder architectures for pixel-level classification, spatial resolution is restored via upsampling mechanisms that differ in their learnability and operational logic: Transpose Convolutio…