Conventional activation steering adds the same learned direction to model activations throughout generation.
Adaptive steering fields control image generation while preserving structure
The method recalculates control directions throughout generation, improving safety steering and supporting image editing without masks or model retraining.
Research Lab
Simone Facchiano · Jan Eric Lenssen · Bernt Schiele · Wolfgang Stammer · Fabio Galasso · Jonas Fischer
Max Planck Institute for Informatics · Sapienza University of Rome
Research Digest··3 min read
Facchiano et al.
Why this paper
From Max Planck Institute for Informatics and Sapienza University of Rome
In one line
Steering Fields adaptively adjust steering direction per generation step, achieving state-of-the-art safety and editing performance.
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