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Deep generative models have had less impact than discriminative models because of intractable probabilistic computations and difficulty using piecewise linear units.
Drawn from what Yoshua Bengio said
What Yoshua Bengio actually said
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Deep-learning researcher and Turing Award laureate
Deep generative models have had less of an impact, due to the difficulty of approximating many intractable probabilistic computations that arise in maximum likelihood estimation and related strategies, and due to difficulty of leveraging the benefits of piecewise linear units in the generative context.
Where this was said
↗Generative Adversarial Networks (with 7 co-authors)arxiv.org
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Added to korrents 10 Jun 2014 · How quotes work · Something wrong? Tell us
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