A Tutorial on Filter Groups (Grouped Convolution)
Filter groups (AKA grouped convolution) were introduced in the now seminal AlexNet paper in 2012. As explained by the authors, their primary motivation was t...
Recent Posts
CuDNN Now Accelerates Filter Groups!
With the latest cuDNN 7 release, a request of mine to the cuDNN team from just over a year ago has finally come to fruition - filter groups are now properly ...
A Brief Review of Computer Vision and Pattern Recognition (CVPR) 2017
Mean paper name: “Deep … in the wild”
No Free Lunch
A fundamental topic, and yet one often left until later to learn, is that of the so-called ``No Free Lunch’’ theorem. If I was asked to summarize the lesson ...