DC-VSR: Spatially and Temporally Consistent Video Super-Resolution with Video Diffusion Prior

To enhance high-frequency details, we also introduce Detail-Suppression Self-Attention Guidance (DSSAG), a novel diffusion guidance scheme. Comprehensive experiments demonstrate that DC-VSR achieves spatially and temporally consistent, high-quality VSR results, outperforming previous approaches. The project page is available at https://daramgc.github.io/docs/Publications/dc-vsr CCS Concepts: • Computing methodologies → Computational photography.