arxivcs.CV2026-07-11
NanoVSR: Towards Real-Time Video Super-Resolution on Edge Devices
Filip Pawlicki, Marcel Kańduła, Marcin Pucek, Kamil Dobies
Recent Video Super-Resolution (VSR) methods rely heavily on transformers and explicit optical flow, creating computational overhead and custom operations that hinder deployment on hardware accelerators like TensorRT. To address this, we introduce NanoVSR, a scalable, fully convol…