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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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    Jason Antic‏ @citnaj Jun 30
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    I'll stick my neck out there and say I agree with much of what's being talked about here. Hey, I don't have an academic career to lose and if I get chased off Twitter, so be it. It'll probably be a healthy life style change.https://www.reddit.com/r/MachineLearning/comments/hiv3vf/d_the_machine_learning_community_has_a_toxicity/ …

    10:15 PM - 30 Jun 2020
    • 23 Retweets
    • 207 Likes
    • Michael Bukatin Alfred Premkumar xxxtamako Tejas Gokhale Xanatos974 Giulia Savorgnan Peter Steinbach Florian Jug Tejan Karmali
    5 replies 23 retweets 207 likes
      1. Jason Antic‏ @citnaj Jun 30
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        This in particular: "At this very moment, thousands of Uyghurs are put into concentration camps based on computer vision algorithms invented by this community, and nobody seems even remotely to care." Yep. Priorities people.

        2 replies 12 retweets 112 likes
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      2. Trent Waddington  🤔 🙄 😫 😝‏ @QuantumG Jun 30
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        Replying to @citnaj

        Meh. The lack of focus on making tools and integrating findings is all that matters. Gotta get those "we beat the benchmark" papers reinterpreted as: Great! Integrate it into the toolset I use or I don't care. It's happening, but slowly.

        1 reply 0 retweets 2 likes
      3. Jeremy Jordan‏ @jeremyjordan Jul 1
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        Replying to @QuantumG @citnaj

        what makes you believe this? from a holistic view, don’t we want a healthy, supportive community to advance the field and its people? i’m not sure if you intended to, but when i hear “all that matters is building tools” it feels a bit disingenuous

        1 reply 0 retweets 1 like
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      1. H.D. Hlynsson‏ @hlynurd Jul 1
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        Replying to @citnaj

        I imagine that several of the points are a problem in academia as a whole.

        0 replies 0 retweets 2 likes
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      1. Krzysztof Woś‏ @krzysztofwos Jul 1
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        Replying to @citnaj

        This phenomenon is not new. Boltzmann was a victim of professional harassment and after suffering from bouts of depression took his own life. One of the greatest minds in history gone because of the toxicity of the scientific community.

        0 replies 1 retweet 6 likes
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      2. Michael Bukatin‏ @ComputingByArts Jul 1
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        Replying to @citnaj

        This is absolutely damning: "Tuning hyperparameters on the test set seem to be the standard practice nowadays. Papers that do not beat the current state-of-the-art method have a zero chance of getting accepted at a good conference."

        1 reply 0 retweets 1 like
      3. Michael Bukatin‏ @ComputingByArts Jul 1
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        Replying to @ComputingByArts @citnaj

        "As a result, hyperparameters get tuned and subtle tricks implemented to observe a gain in performance where there isn't any." - so, if this is true, then the state of our field is pure garbage, with milestones being fake achievements to a large extent.

        0 replies 0 retweets 1 like
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