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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 13 Dec 2019
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    .@tddammo pointed out to me that there's this really cool looking project on GitHub that uses attention in a cool way that strangely hasn't received much attention (3 stars). Lack of readme, perhaps. But check out the notebook: https://github.com/fg91/Neural-Image-Caption-Generation-Tutorial …pic.twitter.com/hmhJY0iC7e

    11:16 PM - 13 Dec 2019
    • 56 Retweets
    • 252 Likes
    • Raghotham Sripadraj Jerry Thomas keyur paralkar Vamsi K 𝕊ecret Agent 🕵️‍♂️ Rohan Sukumaran Hassan K L Quera Saurabh Jha
    7 replies 56 retweets 252 likes
      1. New conversation
      2. Zaid زيد‏ @zaidalyafeai 14 Dec 2019
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        Replying to @citnaj @jeremyphoward

        As I can see, it is an implementation of this paper https://arxiv.org/abs/1502.03044 

        1 reply 1 retweet 7 likes
      3. Zach Mueller‏ @TheZachMueller 14 Dec 2019
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        Replying to @zaidalyafeai @citnaj @jeremyphoward

        Yes it is exactly that! Thanks for the paper link

        0 replies 0 retweets 1 like
      4. End of conversation
      1. Roberto Paredes‏ @RobertoParPal 14 Dec 2019
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        Replying to @citnaj @jeremyphoward

        Mmmmm strange “holding”

        0 replies 0 retweets 1 like
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      2. Joseph Szymborski‏ @JSzym 14 Dec 2019
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        Replying to @citnaj @jeremyphoward

        So, I get this a lot too with Grad-CAM where the edges/corners often light-up despite the model being very accurate/properly fitted. Anyone have insight? Looks like other folk have this problem too...

        1 reply 0 retweets 3 likes
      3. Swaroop‏ @Swaroopkml 14 Dec 2019
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        Replying to @JSzym @citnaj @jeremyphoward

        Yes! I've seen this too. It might have something to do with padding or the specific pattern that makes up a padded corner?

        0 replies 0 retweets 2 likes
      4. End of conversation
      1. ANX‏ @ANX256 14 Dec 2019
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        Replying to @citnaj @DotCSV

        It seems a powerful tool to sell ads😁.

        0 replies 0 retweets 2 likes
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      1. Binal Patel‏ @binalkp91 14 Dec 2019
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        Replying to @citnaj

        Not attention based, but Captum has a similar example I found fascinating too: https://captum.ai/tutorials/Multimodal_VQA_Interpret …

        0 replies 0 retweets 2 likes
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      1. William Buchwalter‏ @wbuchw 14 Dec 2019
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        Replying to @citnaj

        This implementation has received more... attention:https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Image-Captioning …

        0 replies 0 retweets 2 likes
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      1. Fabio Graetz‏ @fabio_graetz 15 Dec 2019
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        Replying to @citnaj @jeremyphoward

        Really happy to see you find my image captioning notebook interesting! Here you can watch it in action: https://www.youtube.com/watch?feature=player_embedded&v=i7QnEdn0RZ8 … Full disclosure: this is my implementation of the paper "Show, Attend, and Tell" by Xu et al. 2015, so the idea was not mine, just the implementation!

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