no code implementations • COLING 2022 • Keli Xie, Dongchen He, Jiaxin Zhuang, Siyuan Lu, Zhongfeng Wang
To better capture the dialogue information, we propose a 2D view of dialogue based on a time-speaker perspective, where the time and speaker streams of dialogue can be obtained as strengthened input.
1 code implementation • 27 Feb 2024 • Linshan Wu, Jiaxin Zhuang, Hao Chen
Through this pretext task, VoCo implicitly encodes the contextual position priors into model representations without the guidance of annotations, enabling us to effectively improve the performance of downstream tasks that require high-level semantics.
1 code implementation • 2 Oct 2023 • Jiaxin Zhuang, Luyang Luo, Zhixuan Chen, Linshan Wu
Initially, a deep model (nn-UNet) trained on datasets with complete organ annotations (about 220 scans) generates pseudo labels for the whole dataset.
1 code implementation • 1 Nov 2021 • Fanxu Meng, Hao Cheng, Jiaxin Zhuang, Ke Li, Xing Sun
In this paper, we aim to remedy this problem and propose to remove the residual connection in a vanilla ResNet equivalently by a reserving and merging (RM) operation on ResBlock.