Recent Posts

PointRend: Image Segmentation as Rendering

1 minute read

Summary Image segmentation based on convolutional neural networks is often based on regular grids. However, because the label map for interior regions of det...

Decoupled Weight Decay Regularization.

1 minute read

Summary In DL literature, researchers often use weight decay and L2 regularization interchangeably. It’s because they are equivalent when using SGD as the re...

Desining Network Design Space.

2 minute read

Summary This paper introduces a method for designing the design space of deep neural networks. The core idea is to sample network designs from a design space...