Abstract: Many methods have been proposed to accelerate 2D ConvNets by removing redundant parameters. However, few efforts are devoted to the problem of accelerating 3D Convolutional Networks. The 3D ...

Abstract: Understanding dynamic 3D environment is crucial for robotic agents and many other applications. We propose a novel neural network architecture called MeteorNet for learning representations ...