9 citations · 17 across the 8 of their papers we have counts for
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cs.CV2019
Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images
Talip Ucar
Using generative models for Inverse Graphics is an active area of research. However, most works focus on developing models for supervised and semi-supervised methods. In this paper…
cs.LG2019★ 1 cited
Bridging the ELBO and MMD
Talip Ucar
One of the challenges in training generative models such as the variational auto encoder (VAE) is avoiding posterior collapse. When the generator has too much capacity, it is prone…