8 citations · 16 across the 5 of their papers we have counts for
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cs.LG2023★ 1 cited
Diffusion on the Probability Simplex
Griffin Floto, Thorsteinn Jonsson, Mihai Nica +2
Diffusion models learn to reverse the progressive noising of a data distribution to create a generative model. However, the desired continuous nature of the noising process can be…
cs.LG2021★ 1 cited
The Exponentially Tilted Gaussian Prior for Variational Autoencoders
Griffin Floto, Stefan Kremer, Mihai Nica
An important property for deep neural networks is the ability to perform robust out-of-distribution detection on previously unseen data. This property is essential for safety purpo…