5 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 5 cited
Instance Cross Entropy for Deep Metric Learning
Xinshao Wang, Elyor Kodirov, Yang Hua +1
Loss functions play a crucial role in deep metric learning thus a variety of them have been proposed. Some supervise the learning process by pairwise or tripletwise similarity cons…
cs.CV2019★ 3 cited
ID-aware Quality for Set-based Person Re-identification
Xinshao Wang, Elyor Kodirov, Yang Hua +1
Set-based person re-identification (SReID) is a matching problem that aims to verify whether two sets are of the same identity (ID). Existing SReID models typically generate a feat…
cs.CV2019★ 1 cited
GAN-based Pose-aware Regulation for Video-based Person Re-identification
Alessandro Borgia, Yang Hua, Elyor Kodirov +1
Video-based person re-identification deals with the inherent difficulty of matching unregulated sequences with different length and with incomplete target pose/viewpoint structure.…