110 citations · 138 across the 14 of their papers we have counts for
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cs.LG2021
Permutation Equivariant Generative Adversarial Networks for Graphs
Yoann Boget, Magda Gregorova, Alexandros Kalousis
One of the most discussed issues in graph generative modeling is the ordering of the representation. One solution consists of using equivariant generative functions, which ensure t…
cs.LG2021
Learned transform compression with optimized entropy encoding
Magda Gregorová, Marc Desaules, Alexandros Kalousis
We consider the problem of learned transform compression where we learn both, the transform as well as the probability distribution over the discrete codes. We utilize a soft relax…