Image-to-Image

• Super-Resolution
  • SRCNN (TPAMI 2014)
  • VDSR (CVPR 2016)
  • SRGAN (CVPR 2017)
  • EDSR (CVPR 2017)
  • WDSR (CVPR 2018)
  • SFTGAN (CVPR 2018)
  • ESRGAN (ECCV 2018)
• Debluring
  • Type of blur or noise
  • Learning a convolutional neural network for non-uniform motion blur removal (CVPR 2015)
  • Blind Image Deconvolution by Automatic Gradient Activation (CVPR 2016)
  • DeepDeblur (CVPR 2017)
  • Self-paced Kernel Estimation for Robust Blind Image Deblurring (ICCV 2017)
  • blur2mflow (CVPR 2017)
  • DeblurGAN (CVPR 2018)
  • CDVD-TSP (CVPR 2020)
• Colorization
  • Let there be Color! (SIGGRAPH 2016)
  • Style2Paints
• Inpaint
  • Context encoder (CVPR 2016)
  • Globally and Locally Consistent Image Completion (SIGGRAPH 2017)
• Style Transfer
  • Style Transfer using CNN (CVPR 2016)
  • Perceptual Loss (ECCV 2016)
  • More paper
• HDR
  • HDRCNN (Siggraph Asia 2017)
  • Deep Reverse Tone Mapping (2017)
  • DeepHDR (ECCV 2018)
  • hdrnet (Siggraph 2017)
  • Deep Photo Enhancer (CVPR 2018)
  • ExpandNet (Eurographics 2018)
  • Bit-Net (ACCV 2018)

GAN

GAN image-to-image