Steering Fields: Adaptive Vector Fields for Safe Image Generation and Beyond
Steering Fields generalize steering vectors by creating an adaptive vector field that re-estimates steering directions at every step of image generation. This approach uses a single quadratic objective to simultaneously pull the generation toward a target concept and push it away from undesired concepts, offering model-agnostic control for safe image generation and structure-preserving editing.