Computational Intelligence and Neuroscience / 2020 / Article / Tab 4

Review Article

Deep Learning for Retail Product Recognition: Challenges and Techniques

Table 4

Summary of models based on the structures of VAE and GAN for image synthesis.

Synthesis typeVAEGANs

Image generationVAE [96]GAN [97]
cVAE [99]CGAN [100]
Attribute2Image [101]DCGAN [102]
Multistage VAE [103]InfoGAN [104]

Image translationPix2Pix [105]
CycleGAN [106]
DualGAN [107]
DiscoGAN [108]
StarGAN [109]
VAE-GAN [110]

We are committed to sharing findings related to COVID-19 as quickly as possible. We will be providing unlimited waivers of publication charges for accepted research articles as well as case reports and case series related to COVID-19. Review articles are excluded from this waiver policy. Sign up here as a reviewer to help fast-track new submissions.