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citnaj's profile
Jason Antic
Jason Antic
Jason Antic
@citnaj

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Jason Antic

@citnaj

Obsessively pursuing the perfection of image and video colorization/restoration using deep learning. Creator of DeOldify.

Ocean Beach, San Diego
deoldify.ai
Joined January 2010

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    1. Jason Antic‏ @citnaj Jul 3
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      • Report NetzDG Violation

      At the risk of getting into a Twitter battle, I feel the need to point this out: One example of a model generated image going awry doesn't justify concluding it's a case for dataset or model bias. That's ironically a quite biased thing to do.

      2 replies 0 retweets 38 likes
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    2. Jason Antic‏ @citnaj Jul 3
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      Such accusations carry a pretty heavy weight to them for the people involved. Be responsible about making them.

      1 reply 0 retweets 14 likes
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    3. Martin Schmitz‏ @mSchmitz_ Jul 3
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      Replying to @citnaj

      The other way around also works: cherry picked results which show that your algorithm works. N=1 is always unscientific and often dumb.

      2 replies 0 retweets 1 like
      Jason Antic‏ @citnaj Jul 3
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      Replying to @mSchmitz_

      Yeah that's very true. It's actually seems pretty normal too to see basically that in papers, and it gets a pass. Really weird.

      12:55 PM - 3 Jul 2020
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      • Martin Schmitz
      0 replies 0 retweets 1 like

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