Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement

Feb-16-2026, 20:55:35 GMT–Neural Information Processing Systems

We explore the methodology and theory of reward-directed generation via conditional diffusion models.

artificial intelligence, diffusion model, machine learning, (15 more...)

Neural Information Processing Systems

Feb-16-2026, 20:55:35 GMT

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Country:
- Europe
  - Germany > Bavaria
    - Upper Bavaria > Munich (0.04)
  - Italy > Calabria
    - Catanzaro Province > Catanzaro (0.04)
  - United Kingdom > England
    - Cambridgeshire > Cambridge (0.04)

Industry:
- Health & Medicine (0.45)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Neural Networks
      - Deep Learning (1.00)
    - Representation & Reasoning (1.00)
  - Sensing and Signal Processing > Image Processing (0.93)

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Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement
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Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement

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