Automatic Discoveries of Physical and Semantic Concepts via Association Priors of Neuron Groups

Shuai Li, Kui Jia, Xiaogang Wang

The recent successful deep neural networks are largely trained in a supervised manner. It {\it associates} complex patterns of input samples with neurons in the last layer, which f…