Search Results for author: ZhiSong Liu

Found 2 papers, 0 papers with code

Potential Energy based Mixture Model for Noisy Label Learning

no code implementations2 May 2024 Zijia Wang, Wenbin Yang, ZhiSong Liu, Zhen Jia

Training deep neural networks (DNNs) from noisy labels is an important and challenging task.

Uncertainty-aware self-training with expectation maximization basis transformation

no code implementations2 May 2024 Zijia Wang, Wenbin Yang, ZhiSong Liu, Zhen Jia

Specifically, we propose to use Expectation-Maximization (EM) to smooth the labels and comprehensively estimate the uncertainty information.

Image Classification Pseudo Label +1

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