Image Model Blocks

Pyramidal Bottleneck Residual Unit

A Pyramidal Bottleneck Residual Unit is a type of residual unit where the number of channels gradually increases as a function of the depth at which the layer occurs, which is similar to a pyramid structure of which the shape gradually widens from the top downwards. It also consists of a bottleneck using 1x1 convolutions. It was introduced as part of the PyramidNet architecture.


Paper Code Results Date Stars


Task Papers Share
Image Classification 3 42.86%
General Classification 2 28.57%
Language Modelling 1 14.29%
Object Recognition 1 14.29%