Learning What You Don't Know by Virtual Outlier Synthesis - Paper Explained

Learning What You Don't Know by Virtual Outlier Synthesis - Paper Explained

Yannic Kilcher via YouTube Direct link

- Paper Overview

3 of 9

3 of 9

- Paper Overview

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Learning What You Don't Know by Virtual Outlier Synthesis - Paper Explained

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  1. 1 - Intro
  2. 2 - Sponsor: Assembly AI Link below
  3. 3 - Paper Overview
  4. 4 - Where do traditional classifiers fail?
  5. 5 - How object detectors work
  6. 6 - What are virtual outliers and how are they created?
  7. 7 - Is this really an appropriate model for outliers?
  8. 8 - How virtual outliers are used during training
  9. 9 - Plugging it all together to detect outliers

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