[Lisa_teatalk] [Lisa_labo] Tea Talk by Vincent Dumoulin

Vincent Dumoulin dumouliv at iro.umontreal.ca
Thu Apr 28 07:00:44 EDT 2016


For those of you who would like to follow along, here's a link to the
slides:

https://docs.google.com/presentation/d/1v0P66B24GsZraoDFKI6IkedM7x5QginvdeyoY1jNJ9w/edit?usp=sharing

Vincent

On Wed, Apr 27, 2016 at 8:55 PM Jörg Bornschein <j.bornschein at gmail.com>
wrote:

> Hi everyone,
>
>
> this Friday we will have Vincent Dumoulin present recent joint work with  Francesco
> Visin:
>
> Have you accepted the transposed convolution as your personal lord and
> saviour?
>
>
> When: Friday, 29th April, 2:30pm
> Where: AA3195
> Who: Vincent Dumoulin
>
> Abstract
>
> Have you ever struggled reading someone else's CNN code? Do you sometimes
> have trouble understanding why on Earth some convolutional layers produce
> the output size they do? Do transposed convolutional layers look like black
> magic to you? Then the convolution arithmetic guide Francesco Visin and I
> wrote (http://arxiv.org/abs/1603.07285) is just the thing you need!
> During this tea talk, I propose to summarize the guide with neat and
> colourful animations and very little math.
>
> In better terms, from the guide's abstract:
>
> We introduce a guide to help deep learning practitioners understand and
> manipulate convolutional neural network architectures. The guide clarifies
> the relationship between various properties (input shape, kernel shape,
> zero padding, strides and output shape) of convolutional, pooling and
> transposed convolutional layers, as well as the relationship between
> convolutional and transposed convolutional layers. Relationships are
> derived for various cases, and are illustrated in order to make them
> intuitive.
>
>
>
>
>
> See you there!
>
>    j
>
> _______________________________________________
> Lisa_labo mailing list
> Lisa_labo at iro.umontreal.ca
> https://webmail.iro.umontreal.ca/mailman/listinfo/lisa_labo
>
-------------- next part --------------
An HTML attachment was scrubbed...
URL: http://webmail.iro.umontreal.ca/pipermail/lisa_teatalk/attachments/20160428/7236619e/attachment.html 


More information about the Lisa_teatalk mailing list