Search Results for author: Xinyu Mao

Found 3 papers, 1 papers with code

A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR

1 code implementation16 Jan 2024 Xinyu Mao, Bevan Koopman, Guido Zuccon

In this context, we show that there is no need for further pre-training if a domain-specific BERT backbone is used within the active learning pipeline.

Active Learning TAR +2

SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation

no code implementations9 Aug 2023 Fan Bai, Ke Yan, Xiaoyu Bai, Xinyu Mao, Xiaoli Yin, Jingren Zhou, Yu Shi, Le Lu, Max Q. -H. Meng

We evaluate our method on liver tumor segmentation and achieve state-of-the-art performance, outperforming traditional fine-tuning with only 6% of tunable parameters, also achieving 94% of full-data performance by labeling only 5% of the data.

Lesion Segmentation Tumor Segmentation +1

Research on Flexibility Margin of Electric-Hydrogen Coupling Energy Block Based on Model Predictive Control

no code implementations26 Mar 2022 Zijiao Han, Shun Yuan, Yannan Dong, Shaohua Ma, Yudong Bian, Xinyu Mao

Hydrogen energy plays an important role in the transformation of low-carbon energy, and electric hydrogen coupling will become a typical energy scenario.

Model Predictive Control Scheduling

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