Attention-Guided CycleGAN: worth exploring further?

[vict0rsch]

So here are a few results with copyright-free data + photographer ;

I'm wondering if it's worth exploring more, not sure to what extent HP search will help but can try again once we have more data

[sashavor]

I would put this on hold for now. Not sure it's a data issue, I think it's because our data is too heterogeneous.
Do you agree, @vict0rsch ?

[vict0rsch]

Maybe "more" was not right, maybe rather "better" but yeah agreed. @bsahil29 @gcosne thoughts?

[vict0rsch]

What's interesting is that in the end It dit learn interesting things in the masks, namely floor + building

[vict0rsch]

So worth wondering: GANs for unsupervised/unpaired image segmentation

[sashavor]

Like this: https://openreview.net/pdf?id=HJgTHnActQ

…

On Thu, May 30, 2019 at 11:18 AM Victor Schmidt ***@***.***> wrote: So worth wondering: GANs for unsupervised/unpaired image segmentation — You are receiving this because you were assigned. Reply to this email directly, view it on GitHub <#69?email_source=notifications&email_token=ADMMIIRNTWZVQHURTOOCODTPX7V5XA5CNFSM4HREGHL2YY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGODWSTW4Y#issuecomment-497367923>, or mute the thread <https://github.com/notifications/unsubscribe-auth/ADMMIIWVW7QRVY5OFWGJ6ZLPX7V5XANCNFSM4HREGHLQ> .

-- Sasha Luccioni Postdoctoral Researcher Climate Change AI https://mila.quebec/en/person/sasha-luccioni/