2 papers
cs.CV2026
RFMSR: Residual Flow Matching for Image Super-Resolution
Shuwei Huang, Tianyao Luo, Jicheng Liu +1
Image super-resolution (ISR) has witnessed remarkable progress with diffusion models and flow matching. The dominant text-to-image (T2I) based approaches leverage large-scale found…
cs.CV2026
LPNSR: Learnable Noise Prediction for Diffusion-Based Image Super-Resolution
Shuwei Huang, Shizhuo Liu, Zijun Wei
Diffusion-based image super-resolution (SR) aims to reconstruct high-resolution (HR) images from low-resolution (LR) observations. A key property of diffusion models is that, once…