RADS: Reachability-Aware Diffusion Steering

Steering Away from Memorization: Reachability-Constrained Reinforcement Learning for Text-to-Image Diffusion (NeurIPS 2026)

Sathwik Karnik*, Juyeop Kim*, Sanmi Koyejo, Jong-Seok Lee, Somil Bansal

Stanford University · Yonsei University (*equal contribution)

Paper · Code · Project Page

Citation

@inproceedings{karnik2026rads,
  title     = {Steering Away from Memorization: Reachability-Constrained Reinforcement Learning for Text-to-Image Diffusion},
  author    = {Karnik, Sathwik and Kim, Juyeop and Koyejo, Sanmi and Lee, Jong-Seok and Bansal, Somil},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year      = {2026}
}
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