UniSlider: Perceptually Uniform Sliders for Continuous Image Editing

Excerpt

arXiv:2610.06831v1 Announce Type: cross Abstract: Sliders provide an intuitive interface for continuous image editing. In current generative approaches, however, the slider is simply a rescaling of the method's strength parameter, such as an adapter coefficient, a prompt weight, or an interpolation factor. This strength relates poorly to perceptual change. The image can partially revert as the slider moves, long stretches of the range produce no visible difference, and short intervals transform