Neural Module Networks

• Published in: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 39 - 48
• Main Authors: Andreas, Jacob, Rohrbach, Marcus, Darrell, Trevor, Klein, Dan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2016
• Subjects: Computational modeling; Computer architecture; Dogs; Knowledge discovery; Neural networks; Semantics; Visualization

Visual question answering is fundamentally compositional in nature-a question like where is the dog? shares substructure with questions like what color is the dog? and where is the cat? This paper seeks to simultaneously exploit the representational capacity of deep networks and the compositional li...