Improved off-policy training of diffusion samplers

May-31-2025, 11:46:46 GMT–Neural Information Processing Systems

We study the problem of training diffusion models to sample from a distribution with a given unnormalized density or energy function.

artificial intelligence, international conference, machine learning, (15 more...)

Neural Information Processing Systems

May-31-2025, 11:46:46 GMT

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Country:
- Europe (0.28)
- North America > Canada
  - Quebec (0.14)

Genre:
- Research Report > Experimental Study (0.93)

Industry:
- Energy > Oil & Gas > Upstream (0.68)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models (0.93)
    - Neural Networks (1.00)
    - Statistical Learning (1.00)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.46)