Shashank Agnihotri*

Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context

"Pixel-wise predictions are required in a wide variety of tasks such as image restoration, image segmentation, or disparity estimation. Common models involve several stages of data resampling, in which the resolution of feature maps is first reduced to aggregate information and then increased to gen…