Oral Session: Deep Visual Analogy Making

In addition to identifying the content within a single image, relating images and generating related images are critical tasks for image understanding. Recently, deep convolutional networks have yielded breakthroughs in producing image labels, annotations and captions, but have only just begun to be used for producing highquality image outputs. In this paper we develop a novel deep network trained endtoend to perform visual analogy making, which is the task of transforming a query image according to an e