no code implementations • 20 Jun 2024 • Yanwei Zheng, Shaopu Feng, Bowen Huang, Changrui Li, Xiao Zhang, Dongxiao Yu
The main bottlenecks of VON are strategies exploration and prior knowledge exploitation.
no code implementations • 19 Jun 2024 • Shikun Shen, Yifei Zou, Yuan Yuan, Yanwei Zheng, Peng Li, Xiuzhen Cheng, Dongxiao Yu
To the best of our knowledge, most of the previous model-scaling works are centralized, and our work is the first one that cooperatively grows a transformer from multiple pre-trained heterogeneous models with the user privacy protected in terms of local data and models.
no code implementations • 24 May 2024 • Yanwei Zheng, Changrui Li, Chuanlin Lan, Yaling Li, Xiao Zhang, Yifei Zou, Dongxiao Yu, Zhipeng Cai
Furthermore, we propose the label-wise meta-correlation module (LWMCM) to harness relationships among objects with and without labels, and obtain enhanced objects information.
no code implementations • 23 Mar 2024 • Bowen Huang, Yanwei Zheng, Chuanlin Lan, Xinpeng Zhao, Yifei Zou, Dongxiao Yu
To avoid this problem, we construct object connections based on observations from all viewpoints in the navigational environment, which ensures complete spatial coverage and eliminates the gap, called Spatial Object Relations (SOR).
1 code implementation • 18 Jan 2024 • Yanwei Zheng, Xinpeng Zhao, Chuanlin Lan, Xiaowei Zhang, Bowen Huang, Jibin Yang, Dongxiao Yu
Weakly supervised text-based person re-identification (TPRe-ID) seeks to retrieve images of a target person using textual descriptions, without relying on identity annotations and is more challenging and practical.