252 citations · 824 across the 18 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017
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
Generative Models of Visually Grounded Imagination
Ramakrishna Vedantam, Ian Fischer, Jonathan Huang +1
It is easy for people to imagine what a man with pink hair looks like, even if they have never seen such a person before. We call the ability to create images of novel semantic con…