Rethinking the Role of Spatial Mixing

George Cazenavette, Joel Julin, Simon Lucey

Until quite recently, the backbone of nearly every state-of-the-art computer vision model has been the 2D convolution. At its core, a 2D convolution simultaneously mixes informatio…