1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.CV2020★ 1 cited
Novel View Synthesis on Unpaired Data by Conditional Deformable Variational Auto-Encoder
Mingyu Yin, Li Sun, Qingli Li
Novel view synthesis often needs the paired data from both the source and target views. This paper proposes a view translation model under cVAE-GAN framework without requiring the…
cs.CV2019
Disentangling the Spatial Structure and Style in Conditional VAE
Ziye Zhang, Li Sun, Zhilin Zheng +1
This paper aims to disentangle the latent space in cVAE into the spatial structure and the style code, which are complementary to each other, with one of them being label rel…
cs.CV2018
Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions
Zhilin Zheng, Li Sun
VAE requires the standard Gaussian distribution as a prior in the latent space. Since all codes tend to follow the same prior, it often suffers the so-called "posterior collapse".…