What can you do about data sparsity? What do you do when you have a matrix with a bunch of zeros in it, and you can't get a good look at a complex system because so many of the nodes are empty? Matrix ...

Graphcore has joined a three year, €2.6 million, EU project called SparCity to develop algorithms and tools for sparse computing – where the matrices to be stored or manipulated have more zeros than ...

Detection methods based on deep convolutional networks search for interest points by constructing response maps using supervised, self-supervised, and unsupervised methods. Supervised methods use ...