Skip Connection Blocks

SRGAN Residual Block is a residual block used in the SRGAN generator for image super-resolution. It is similar to standard residual blocks, although it uses a PReLU activation function to help training (preventing sparse gradients during GAN training).

Source: Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network


Paper Code Results Date Stars


Task Papers Share
Super-Resolution 28 39.44%
Image Super-Resolution 17 23.94%
Quantization 2 2.82%
Data Compression 1 1.41%
Image Compression 1 1.41%
Domain Adaptation 1 1.41%
Infrared image super-resolution 1 1.41%
Denoising 1 1.41%
Image Generation 1 1.41%