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SUMMARY:Equivariance and Symmetries in CNNs - James Allingham\, Omer Sella
DTSTART:20191113T140000Z
DTEND:20191113T153000Z
UID:TALK134818@talks.cam.ac.uk
CONTACT:Robert Pinsler
DESCRIPTION:This talk will discuss applications of group theory to deep le
 arning\, specifically to the design of CNNs. We'll focus on a few key pape
 rs from Cohen and Welling\, each of which proposes new kinds of convolutio
 nal layers that enjoy equivariance to more symmetries than the standard pl
 anar-CNN we've all come to know and love. We hope to motivate the use of t
 hese new convolutions\, build an intuition for how they work\, give some p
 ractical considerations for their use\, and finally dive into the theory b
 ehind them.
LOCATION:Engineering Department\, CBL Room BE-438
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