1 code implementation • 21 Mar 2024 • Weipeng Deng, Runyu Ding, Jihan Yang, Jiahui Liu, Yijiang Li, Xiaojuan Qi, Edith Ngai
To test the language understandability of 3D-VL models, we first propose a language robustness task for systematically assessing 3D-VL models across various tasks, benchmarking their performance when presented with different language style variants.
no code implementations • 8 Mar 2024 • Yijiang Li, Sucheng Ren, Weipeng Deng, Yuzhi Xu, Ying Gao, Edith Ngai, Haohan Wang
Starting with the class of interest, we query the LLMs to extract relevant knowledge for these novel domains.
1 code implementation • 14 Jan 2021 • Shenghui Li, Edith Ngai, Fanghua Ye, Thiemo Voigt
In this paper, we address this challenge by proposing Auto-weighted Robust Federated Learning (arfl), a novel approach that jointly learns the global model and the weights of local updates to provide robustness against corrupted data sources.
no code implementations • 13 Mar 2020 • Shihao Xu, Jing Fang, Xiping Hu, Edith Ngai, Wei Wang, Yi Guo, Victor C. M. Leung
This article reviews current research on gait-based emotion detection, particularly on how gait parameters can be affected by different emotion states and how the emotion states can be recognized through distinct gait patterns.
no code implementations • 23 Apr 2018 • Weili Chen, Zibin Zheng, Jiahui Cui, Edith Ngai, PeiLin Zheng, and Yuren Zhou
Blockchain technology becomes increasingly popular.