Jon Sporring

Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks

Unsupervised representation learning has become an important ingredient of today's deep learning systems. However, only a few methods exist that explain a learned vector embedding in the sense of providing information about which parts of an input are the most important for its representation. These…