Your Brain on Energy-Based Models - Applying and Scaling EBMs to Problems

Your Brain on Energy-Based Models - Applying and Scaling EBMs to Problems

Institute for Advanced Study via YouTube Direct link

Intro

1 of 10

1 of 10

Intro

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Your Brain on Energy-Based Models - Applying and Scaling EBMs to Problems

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  1. 1 Intro
  2. 2 the appeal of generative models
  3. 3 some applications of generative models
  4. 4 approximate likelihood gradient
  5. 5 architectures for classification
  6. 6 a different perspective
  7. 7 results: hybrid modeling
  8. 8 results: calibration
  9. 9 results: out-of-distribution detection
  10. 10 results: adversarial robustness

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