Iterative Inference-time Scaling with Adaptive Frequency Steering for Image Super-Resolution

Hexin Zhang, Dong Li, Jie Huang +3

Diffusion models have become a leading paradigm for image super-resolution (SR), but existing methods struggle to guarantee both the high-frequency perceptual quality and the low-f…