291 citations · 401 across the 4 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015★ 2 cited
Cascading Denoising Auto-Encoder as a Deep Directed Generative Model
Dong-Hyun Lee
Recent work (Bengio et al., 2013) has shown howDenoising Auto-Encoders(DAE) become gener-ative models as a density estimator. However,in practice, the framework suffers from a mixi…
cs.LG2015★ 291 cited
Towards Biologically Plausible Deep Learning
Yoshua Bengio, Dong-Hyun Lee, Jorg Bornschein +2
Neuroscientists have long criticised deep learning algorithms as incompatible with current knowledge of neurobiology. We explore more biologically plausible versions of deep repres…