Learning to Recognize Objects by Retaining other Factors of Variation

Jiaping Zhao, Chin-kai Chang, Laurent Itti

Natural images are generated under many factors, including shape, pose, illumination etc. Most existing ConvNets formulate object recognition from natural images as a single task c…