Originally published at: NVIDIA Researchers Present Pixel Adaptive Convolutional Neural Networks at CVPR 2019 | NVIDIA Technical Blog
Despite the widespread use of convolutional neural networks (CNN), the convolution operations used in standard CNNs have some limitations. To overcome these limitations, Researchers from NVIDIA and University of Massachusetts Amherst, developed a new type of convolutional operations that can dynamically adapt to input images to generate filters specific to the content. The researchers will…