Bartlomiej Wronski

Fast and High Quality Image Denoising via Malleable Convolution

"Most image denoising networks apply a single set of static convolutional kernels across the entire input image. This is sub-optimal for natural images, as they often consist of heterogeneous visual patterns. Dynamic convolution tries to address this issue by using per-pixel convolution kernels, but…