[Lisa_teatalk] predoctoral thesis proposal, Taesup Kim, Tuesday 5 Sept, 15h30

Yoshua Bengio yoshua.umontreal at gmail.com
Sun Sep 3 22:18:25 EDT 2017


Hello,

Taesup Kim, MILA PhD candidate, will present his predoctoral subject
proposal Tuesday September 5 at 15h30 (room 3395, PAA):





*Title: Dynamic Neural Networks: Learning to Adapt to DataAbstractRecent
advances in deep neural networks have shown significant results on several
machine learning and pattern recognition problems. While these achievements
are impressive that some are already working on real-world products, there
still exists a lot of potential innovations inspired by human behaviors and
we cover in this proposal some related approaches to imitate human using
deep neural networks involving both generative and discriminative models.
Especially, we introduce some dynamic neural networks having dynamic
modules that operate differently and adaptively over different data to
improve both the optimization process and the performance. Related future
works are also presented to show how the dynamic neural networks can be
applied broadly over different domains and applications.*


Please come and learn about his research and support him!

*-- Yoshua*
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