Si Huo

Single Domain Generalization for Few-Shot Counting via Universal Representation Matching

Few-shot counting estimates the number of target objects in an image using only a few annotated exemplars. However, domain shift severely hinders existing methods to generalize to unseen scenarios. This falls into the realm of single domain generalization that remains unexplored in few-shot countin…