1 code implementation • 1 Jan 2023 • Wenhui Huang, Yanxin Zhou, Xiangkun He, Chen Lv
Despite some successful applications of goal-driven navigation, existing deep reinforcement learning (DRL)-based approaches notoriously suffers from poor data efficiency issue.
2 code implementations • 23 Nov 2021 • Hao Luo, Pichao Wang, Yi Xu, Feng Ding, Yanxin Zhou, Fan Wang, Hao Li, Rong Jin
We first investigate self-supervised learning (SSL) methods with Vision Transformer (ViT) pretrained on unlabelled person images (the LUPerson dataset), and empirically find it significantly surpasses ImageNet supervised pre-training models on ReID tasks.
Ranked #1 on Unsupervised Person Re-Identification on Market-1501 (using extra training data)
no code implementations • 24 Mar 2021 • Zhongxu Hu, Chen Lv, Yanxin Zhou, Yiran Zhang, Wenhui Huang
To handle the error of the head pose estimation model, this paper proposes an adaptive Kalman Filter.