FlexControl learns per-timestep, per-block gating for ControlNet control branches, using a FLOPs budget loss to cut compute while preserving or improving image fidelity.
A computational approach to edge detection
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FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation
FlexControl learns per-timestep, per-block gating for ControlNet control branches, using a FLOPs budget loss to cut compute while preserving or improving image fidelity.