3.3k citations · 9.7k across the 40 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017★ 39 cited
Fixing a Broken ELBO
Alexander A. Alemi, Ben Poole, Ian Fischer +3
Recent work in unsupervised representation learning has focused on learning deep directed latent-variable models. Fitting these models by maximizing the marginal likelihood or evid…
cs.LG2017★ 1k cited
Continual Learning Through Synaptic Intelligence
Friedemann Zenke, Ben Poole, Surya Ganguli
While deep learning has led to remarkable advances across diverse applications, it struggles in domains where the data distribution changes over the course of learning. In stark co…