Jihoon Nam

Self-Supervised Test-Time Adaptation for Spatio-Temporal Video Super-Resolution

Spatio-Temporal Video Super-Resolution (STVSR) reconstructs high-resolution frames in space and time from low-resolution inputs. Existing models often degrade when motion dynamics at test time differ from training data. We propose a Test-Time Adaptation (TTA) framework that fine-tunes a pretrained STVSR decoder using o...