1 code implementation • 16 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.
no code implementations • 9 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.
no code implementations • 26 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.