no code implementations • 25 Jan 2024 • Ruixuan Zhang, Wenyu Han, Zilin Bian, Kaan Ozbay, Chen Feng
We introduce a novel learning-based framework that strategically decides observation timings for battery-powered devices and reconstructs the full data stream from sparsely sampled observations, resulting in minimal performance loss and a significantly prolonged system lifetime.
no code implementations • 13 Oct 2023 • XueWei Li, Yaqiao Zhu, Jie Gao, Xi Wei, Ruixuan Zhang, Yuan Tian, Zhiqiang Liu
Segmentation of nodules in thyroid ultrasound imaging plays a crucial role in the detection and treatment of thyroid cancer.
no code implementations • ICLR 2020 • Ruixuan Zhang, Zhuoyu Wei, Yu Shi, Yining Chen
When we apply BERT to long text tasks, e. g., document-level text summarization: 1) Truncating inputs by the maximum sequence length will decrease performance, since the model cannot capture long dependency and global information ranging the whole document.