2020
When to Use Convolutional Neural Networks for Inverse Problems
CVPR 2020poster
Reconstruction tasks in computer vision aim fundamentally to recover an undetermined signal from a set of noisy measurements. Examples include super-resolution, image denoising, and non-rigid structure from motion, all of which have seen recent advancements through deep learning. However, earlier wo…