Abstract: Both convolutional and recurrent operations are building blocks that process one local neighborhood at a time. In this paper, we present non-local operations as a generic family of building ...

While enthusiasts claimed the Porsche Boxster and Cayman were the most entertaining models in the German automaker’s lineup, some purists snubbed the mid-engined car just because it wasn’t a 911. But ...

Abstract: Semantic image segmentation is a basic street scene understanding task in autonomous driving, where each pixel in a high resolution image is categorized into a set of semantic labels. Unlike ...