498 citations · 644 across the 3 of their papers we have counts for
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cs.LG2023★ 1 cited
Exploring the Space of Key-Value-Query Models with Intention
Marta Garnelo, Wojciech Marian Czarnecki
Attention-based models have been a key element of many recent breakthroughs in deep learning. Two key components of Attention are the structure of its input (which consists of keys…
cs.LG2016★ 498 cited
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders
Nat Dilokthanakul, Pedro A. M. Mediano, Marta Garnelo +4
We study a variant of the variational autoencoder model (VAE) with a Gaussian mixture as a prior distribution, with the goal of performing unsupervised clustering through deep gene…