Sijun Ma

TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge

Look-up tables(LUTs)-based methods have recently shown enormous potential in image restoration tasks, which are capable of significantly accelerating the inference. However, the size of LUT exhibits exponential growth with the convolution kernel size, creating a storage bottleneck for its broader ap…