no code implementations • 19 Jan 2024 • Ziqi Yuan, Haoyi Zhou, Tianyu Chen, JianXin Li
The analysis of persistent homology demonstrates its effectiveness in capturing the topological structure formed by normal edge features.
1 code implementation • 13 Dec 2023 • Ziqi Yuan, Liyuan Wang, Wenbo Ding, Xingxing Zhang, Jiachen Zhong, Jianyong Ai, Jianmin Li, Jun Zhu
A commonly-used strategy for supervised IOD is to encourage the current model (as a student) to mimic the behavior of the old model (as a teacher), but it generally fails in SSIOD because a dominant number of object instances from old and new classes are coexisting and unlabelled, with the teacher only recognizing a fraction of them.
1 code implementation • 22 Aug 2022 • Yihe Liu, Ziqi Yuan, Huisheng Mao, Zhiyun Liang, Wanqiuyue Yang, Yuanzhe Qiu, Tie Cheng, Xiaoteng Li, Hua Xu, Kai Gao
The designed modality mixup module can be regarded as an augmentation, which mixes the acoustic and visual modalities from different videos.
3 code implementations • ACL 2022 • Huisheng Mao, Ziqi Yuan, Hua Xu, Wenmeng Yu, Yihe Liu, Kai Gao
The platform features a fully modular video sentiment analysis framework consisting of data management, feature extraction, model training, and result analysis modules.
2 code implementations • 9 Feb 2021 • Wenmeng Yu, Hua Xu, Ziqi Yuan, Jiele Wu
On MOSI and MOSEI datasets, our method surpasses the current state-of-the-art methods.