@techreport {Li, title = {Localizing Common Objects Using Common Component Activation Map}, year = {2019}, abstract = {In this work, we propose an approach to localize common objects from novel object categories in a set of images. We solve this problem using a new common component activation map (CCAM) in which we treat the class-specific activation maps (CAM) as components to discover the common components in the image set. We show that our approach can generalize on novel object categories in our experiments .}, author = {Weihao Li and Omid Hosseini Jafari and Carsten Rother} }