1 code implementation • 14 Oct 2022 • Xuetong Xue, Jiaying Shi, Xinxue He, Shenghui Xu, Zhaoming Pan
Deep hashing has been widely applied to large-scale image retrieval tasks owing to efficient computation and low storage cost by encoding high-dimensional image data into binary codes.
no code implementations • 11 Jul 2022 • Min Yang, Cheng Cui, Xuetong Xue, Hui Ren, Kai Wei
Using this method, we got a public score of 0. 40176 and a private score of 0. 36278 and achieved 2nd place in the Google Landmark Retrieval Competition 2020.
5 code implementations • ICCV 2021 • Min Yang, Dongliang He, Miao Fan, Baorong Shi, Xuetong Xue, Fu Li, Errui Ding, Jizhou Huang
Components orthogonal to the global image representation are then extracted from the local information.
no code implementations • 27 Jun 2019 • Ziqi Ren, Jie Li, Xuetong Xue, Xin Li, Fan Yang, Zhicheng Jiao, Xinbo Gao
In addition, we introduce a novel three-stage learning approach which enables the (cognitive) encoder to gradually distill useful knowledge from the paired (visual) encoder during the learning process.