34 citations · 69 across the 16 of their papers we have counts for
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cs.LG2023
CVAE: Gaussian Copula-based VAE Differing Disentangled from Coupled Representations with Contrastive Posterior
Zhangkai Wu, Longbing Cao
We present a self-supervised variational autoencoder (VAE) to jointly learn disentangled and dependent hidden factors and then enhance disentangled representation learning by a sel…
cs.NE2023★ 34 cited
eVAE: Evolutionary Variational Autoencoder
Zhangkai Wu, Longbing Cao, Lei Qi
The surrogate loss of variational autoencoders (VAEs) poses various challenges to their training, inducing the imbalance between task fitting and representation inference. To avert…