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  • All (20931) +237
    • AI (3154) +13
    • DevOps (932) +6
    • Software (11018) +167
    • IT (5778) +50
    • Education (48)
  • Notice
  • All (20931) +237
  • AI (3154) +13
  • DevOps (932) +6
  • Software (11018) +167
  • IT (5778) +50
  • Education (48)
  • Notice
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  • 3 weeks ago · ai

    Detecting Adversarial Samples from Artifacts

    Overview Many AI systems can be fooled by tiny, almost invisible edits to images that cause them to give incorrect answers. Researchers have discovered a simpl...

    #adversarial attacks #uncertainty estimation #model robustness #computer vision #AI safety
  • 1 month ago · ai

    [Paper] Beyond Accuracy: An Empirical Study of Uncertainty Estimation in Imputation

    Handling missing data is a central challenge in data-driven analysis. Modern imputation methods not only aim for accurate reconstruction but also differ in how ...

    #imputation #uncertainty estimation #calibration #deep generative models #benchmark
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