no code implementations • 17 Feb 2023 • Lei Tian, Yongqiang Tang, Liangchen Hu, Wensheng Zhang
In this paper, we propose a novel domain adaptation method, which infers target pseudo-labels through cross-domain label propagation, such that the underlying manifold structure of two domain data can be explored.
no code implementations • 15 Jun 2020 • Liangchen Hu, Wensheng Zhang
With the dramatic increase of dimensions in the data representation, extracting latent low-dimensional features becomes of the utmost importance for efficient classification.
1 code implementation • 20 Mar 2020 • Lei Tian, Yongqiang Tang, Liangchen Hu, Zhida Ren, Wensheng Zhang
Domain adaptation has been a fundamental technology for transferring knowledge from a source domain to a target domain.