Paper#0 [CARN] Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network

Overall architecture of CARN

CARN connects all the layers densely and achieves comparable results in terms of performance(PSNR) and computation(MAC) on super-resolution task. It is referenced in the following papers.

Trade-off between accuracy vs. speed

• Title: Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network(ECCV 2018)
• PDF: https://arxiv.org/abs/1803.08664
• Code(in PyTorch): https://github.com/nmhkahn/CARN-pytorch