Article
Navigating the Alignment Challenges of Diffusion Models: Insights and Innovations
2025-01-21
Abstract excerpt
Diffusion models have emerged as a powerful class of generative models, revolutionizing fields such as image synthesis, text-to-image generation, and molecular design. Despite their remarkable capabilities, ensuring that these models are aligned with human values, ethical principles, and societal goals remains a significant challenge. The alignment problem in diffusion models encompasses issues such as safety, fai...
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Identifiers and source
- Literature Corpus work
- b63491a6-1807-5b4a-9abd-ce8eba852de5
- DOI
- 10.20944/preprints202501.1502.v1