Learning with Average Precision: Training Image Retrieval with a Listwise Loss

Jerome Revaud, Jon Almazan, Rafael Sampaio de Rezende +1

Image retrieval can be formulated as a ranking problem where the goal is to order database images by decreasing similarity to the query. Recent deep models for image retrieval have…