Interpreting CNN Knowledge via an Explanatory Graph

We proposed to automatically discover object parts in an unsupervised manner, which disentangles feature components of object parts from feature representations of each convolutional filter.

Mining Object Parts from CNNs via Active Question-Answering

We used active question-answering to weakly-supervised semanticize neural patterns in conv-layers of the CNN and mine part concepts.