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James Lucas — most-cited papers & profile · Generative Models
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overview
James Lucas
2
papers ·
29
citations ·
11
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse
2019 · 18 citations
Regularized linear autoencoders recover the principal components, eventually
2020 · 11 citations
Top co-authors
Roger Grosse
· 2
George Tucker
· 1
Mohammad Norouzi
· 1
Sushant Sachdeva
· 1
Xuchan Bao
· 1
Topics
cs.IT
stat.ML
math.IT
eess.SP