33 citations · 82 across the 17 of their papers we have counts for
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cs.LG2020★ 1 cited
Benefiting Deep Latent Variable Models via Learning the Prior and Removing Latent Regularization
Rogan Morrow, Wei-Chen Chiu
There exist many forms of deep latent variable models, such as the variational autoencoder and adversarial autoencoder. Regardless of the specific class of model, there exists an i…
cs.LG2020★ 15 cited
Variational Autoencoders with Normalizing Flow Decoders
Rogan Morrow, Wei-Chen Chiu
Recently proposed normalizing flow models such as Glow have been shown to be able to generate high quality, high dimensional images with relatively fast sampling speed. Due to thei…
cs.CV2020
LayoutMP3D: Layout Annotation of Matterport3D
Fu-En Wang, Yu-Hsuan Yeh, Min Sun +2
Inferring the information of 3D layout from a single equirectangular panorama is crucial for numerous applications of virtual reality or robotics (e.g., scene understanding and nav…