no code implementations • 12 Oct 2023 • ShiYang Yan, Zongxuan Liu, Lin Xu
Compared to the conventional Euclidean embedding in most of the previously developed models, Hyperbolic embedding can be more effective in representing the hierarchical data structure.
no code implementations • 4 Apr 2023 • Xinyao Shu, ShiYang Yan, Xu Yang, Ziheng Wu, Zhongfeng Chen, Zhenyu Lu
Unfortunately, language bias is a common problem in VQA, which refers to the model generating answers only by associating with the questions while ignoring the visual content, resulting in biased results.
1 code implementation • 16 Nov 2022 • Xinyao Shu, ShiYang Yan, Zhenyu Lu, Xinshao Wang, Yuan Xie
Unsupervised domain adaption (UDA) is a transfer learning task where the data and annotations of the source domain are available but only have access to the unlabeled target data during training.
no code implementations • CVPR 2021 • ShiYang Yan, Li Yu, Yuan Xie
We propose a novel attention scheme which projects the image and text embedding into a common space and optimises the attention weights directly towards the evaluation metrics.