no code implementations • 1 Jan 2025 • Libin Lan, Lu Jiang, Tianshu Yu, Xiaojuan Liu, Zhongshi He
Based on this, we propose a transformer-like architecture, named FullTransNet, which has a full encoder-decoder structure with local-global sparse attention for video summarization.
1 code implementation • 29 Sep 2024 • Jiayu Hu, Senlin Shu, Beibei Li, Tao Xiang, Zhongshi He
To address this issue, in this paper, we focus on the problem of Partial Label Learning with Augmented Class (PLLAC), where one or more augmented classes are not visible in the training stage but appear in the inference stage.
1 code implementation • COLING 2022 • Wei Chen, Jinglong Du, Zhao Zhang, Fuzhen Zhuang, Zhongshi He
Recently, some span-based methods have achieved encouraging performances for joint aspect-sentiment analysis, which first extract aspects (aspect extraction) by detecting aspect boundaries and then classify the span-level sentiments (sentiment classification).
no code implementations • 11 Dec 2017 • Zexun Zhou, Zhongshi He, Ziyu Chen, Yuanyuan Jia, HaiYan Wang, Jinglong Du, Dingding Chen
The proposed network is consist of multiple context modeling and prediction modules, which are in order to detect small, blur, occluded and diverse pose faces.
no code implementations • 12 Jul 2017 • Yafeng Niu, Dongsheng Zou, Yadong Niu, Zhongshi He, Hua Tan
Speech emotion recognition (SER) is to study the formation and change of speaker's emotional state from the speech signal perspective, so as to make the interaction between human and computer more intelligent.