Yihong XU – RobotLearn

Articles posted by Yihong XU

DAUMOT: Domain Adaptation for Unsupervised Multiple Object Tracking

Yihong XU 2022/05/31 2024/03/07Research, Software, Vision

By Guillaume Delorme*, Yihong Xu*, Luis G. Camara, Elisa Ricci, Radu Horaud, Xavier Alameda Pineda [arXiv] [paper] [code] Abstract: Existing works on multiple object tracking (MOT) are developed under the traditional supervised learning setting, where the training and test data are drawn from the same distribution. This hinders the development…

TransCenter: Transformers with Dense Representations for Multiple-Object Tracking

Yihong XU 2021/08/04 2024/03/07Research, Software, Vision

by Yihong Xu*, Yutong Ban*, Guillaume Delorme, Chuang Gan, Daniela Rus and Xavier Alameda-Pineda [arXiv] [paper] [code] Abstract: Transformers have proven superior performance for a wide variety of tasks since they were introduced, which has drawn in recent years the attention of the vision community where efforts were made such as…