2 citations · 4 across the 12 of their papers we have counts for
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cs.LG2019
-VAE: Autoregressive parametrization of the VAE encoder
Sohrab Ferdowsi, Maurits Diephuis, Shideh Rezaeifar +1
We make a minimal, but very effective alteration to the VAE model. This is about a drop-in replacement for the (sample-dependent) approximate posterior to change it from the standa…
cs.LG2019★ 2 cited
Learning to compress and search visual data in large-scale systems
Sohrab Ferdowsi
The problem of high-dimensional and large-scale representation of visual data is addressed from an unsupervised learning perspective. The emphasis is put on discrete representation…