Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse

James Lucas, George Tucker, Roger B. Grosse, Mohammad Norouzi

Mar-25-2025, 20:59:29 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

artificial intelligence, machine learning, posterior collapse, (14 more...)

Neural Information Processing Systems

Mar-25-2025, 20:59:29 GMT

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Country:
- North America > Canada (0.68)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Neural Networks (1.00)
    - Statistical Learning (0.69)
  - Representation & Reasoning > Uncertainty (0.94)

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Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse

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