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]

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