A sparse contrastive loss is further proposed to practice our design with sparse supervision. Our new formulation generates a 3D heatmap indicating the plausibility of all place/scale combinations in a single network ahead pass, and that is around ten times speedier compared to former sliding-window technique. In addition it supports interactive lo