1 code implementation • 23 Aug 2024 • Hui Wei, Shenghua He, Tian Xia, Andy Wong, Jingyang Lin, Mei Han
We develop a framework to evaluate, compare, and visualize the reliability and alignment of LLM judges to provide informative observations that help choose LLM judges for alignment tasks.
1 code implementation • 27 Jun 2024 • Hui Wei, Maxwell A. Xu, Colin Samplawski, James M. Rehg, Santosh Kumar, Benjamin M. Marlin
Wearable sensors enable health researchers to continuously collect data pertaining to the physiological state of individuals in real-world settings.
no code implementations • 22 Apr 2024 • Gang Ma, Hui Wei
Over the years, scene understanding has attracted a growing interest in computer vision, providing the semantic and physical scene information necessary for robots to complete some particular tasks autonomously.
no code implementations • 31 Dec 2023 • Hui Wei, Chenyue Feng, Jianning Zhang
At the intersection of computation and cognitive science, graph theory is utilized as a formalized description of complex relationships and structures.
1 code implementation • 1 Nov 2023 • Maxwell A. Xu, Alexander Moreno, Hui Wei, Benjamin M. Marlin, James M. Rehg
The success of self-supervised contrastive learning hinges on identifying positive data pairs, such that when they are pushed together in embedding space, the space encodes useful information for subsequent downstream tasks.
no code implementations • journal 2023 • Hui Wei, Hanxun Yu, Kewei Zhang, Zhixiang Wang, Jianke Zhu, and Zheng Wang
Next, we embed these Moiré patterns as a backdoor trigger into digital images and use this dataset to train a backdoored detector.
no code implementations • 10 Jul 2023 • Jingmeng Li, Hui Wei
The picture Dalmatian dog is known for its use in explaining visual emergence.
no code implementations • 25 Jun 2023 • Hui Wei, Fu-yu Tang
Shape features are more stable and more distinguishing than appearance features, color features, grayscale features, or gradient features.
1 code implementation • 12 Dec 2022 • Hui Wei, Zhixiang Wang, Xuemei Jia, Yinqiang Zheng, Hao Tang, Shin'ichi Satoh, Zheng Wang
Adversarial attacks on thermal infrared imaging expose the risk of related applications.
1 code implementation • 30 Sep 2022 • Hui Wei, Hao Tang, Xuemei Jia, Zhixiang Wang, Hanxun Yu, Zhubo Li, Shin'ichi Satoh, Luc van Gool, Zheng Wang
Building upon this foundation, we uncover the pervasive role of artifacts carrying adversarial perturbations in the physical world.
no code implementations • 26 Jan 2021 • Pei Lv, Hui Wei, Tianxin Gu, Yuzhen Zhang, Xiaoheng Jiang, Bing Zhou, Mingliang Xu
Based on this unique description, we develop one novel trajectory prediction method, called social probability.
no code implementations • 27 Nov 2020 • Hui Wei
The neural mechanism of memory has a very close relation with the problem of representation in artificial intelligence.
no code implementations • 26 Nov 2020 • Hui Wei
A conceptual system with rich connotation is key to improving the performance of knowledge-based artificial intelligence systems.