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Dmytro Mishkin πŸ‡ΊπŸ‡¦
21.8K posts
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Dmytro Mishkin πŸ‡ΊπŸ‡¦
@ducha_aiki
Marrying classical CV and Deep Learning. I do things, which work, rather than being novel, but not working.
Czechia
dmytro.ai
Joined July 2017
763
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Jan 12
    Update in the pinned post: The best way to support Ukraine is via donating to the trusted funds. A few of them @BackAndAlive - oldest and most trusted savelife.in.ua/en/donate-en/#… @sternenko - father of drones sternenkofund.org/en/donate Czech one: @DarPutinovi zbraneproukrajinu.cz
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Feb 23, 2022
    Dear friends. I realize that you followed me for the news in computer vision, image matching, machine learning. Not for political bullshit. But my country is in grave danger. It is not politics, it is life&death. I will continue to write about ML&CV. And also about πŸ‡ΊπŸ‡¦.
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Mar 4, 2021
    I have submitted my PhD thesis, yay!
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Oct 5, 2021
    Yesterday Facebook blackout shows why I am afraid of self-driving cars. Not because of deep learning: I believe we will solve robust perception at some point. But mega-centralization...one wrong update and millions of self-driving cars become a weapons of mass self-destruction.
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Feb 10, 2022
    If you are interested in doing PhD in computer vision and/or robotics, consider CTU in Prague. We are bad in self-PR, but good in science. Also, Prague is a great and affordable city to live in.
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Oct 1, 2025
    How Diffusion Models Memorize Juyeop Kim, Songkuk Kim, Jong-Seok Lee tl;dr: classifier-free-guidance is to blame arxiv.org/abs/2509.25705
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Jun 9, 2020
    That is πŸ”₯ arxiv.org/abs/2006.04768… Linformer: Self-Attention with Linear Complexity Sinong Wang, Belinda Li, Madian Khabsa, Han Fang, Hao Ma
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Sep 20, 2021
    Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision @david_picard tl;dr: one can easily get +0.2 pp accuracy on ImageNet just by changing random seed. And much more on CIFAR10 arxiv.org/abs/2109.08203
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    May 24, 2022
    ReLU Fields: The Little Non-linearity That Could @AnimeshKarnewar, Tobias Ritschel, Oliver Wang, Niloy J. Mitra tl;dr: grid-based 3D representation + ReLU are almost NERFs, but much faster. arxiv.org/abs/2205.10824…
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Feb 26, 2022
    β—οΈπŸ‡ΊπŸ‡¦πŸ‡ΊπŸ‡¦πŸ‡ΊπŸ‡¦β—οΈ My friends have created Notion wiki with many ways how you can help #Ukraine - donation, petitions, housing, DDOS and many others #HelpUkraine Please, share. gskyiv.notion.site/gskyiv/Real-wa…
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Dec 27, 2022
    Fully Differentiable RANSAC Tong Wei, @yash_patel2307 , Jiri Matas, @majti89 tl;dr: another (now working better?) differentiable RANSAC with clever pretraining (KL-div for inlier probabilities, then regular losses). Eval is good :) 1/2 arxiv.org/abs/2212.13185
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Oct 2, 2024
    DINO-CLIPosaur Is super crowded! #ECCV2024 @abursuc
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Jul 31, 2021
    Good practice, which I forget to do every other time. #OpenSource
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    Dmytro Mishkin πŸ‡ΊπŸ‡¦
    @ducha_aiki
    Oct 27, 2023
    It seems that RoMA by @Parskatt almost solved WxBS. I have added it to eval colab here colab.research.google.com/drive/1yrCFyEo…
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