Convolutional Network, Computer Vision, Neural Networks, Deep Learning, Machine Learning.
upsampling may lead to blocky artifacts and a loss of fine details since it does not interpolate between neighboring pixels. Nearest Neighbor Upsampling. 9.2. Transposed Convolution (Deconvolution) Upsampling: Transposed Convolution, often referred to as deconvolution, is a learnable upsampling