Search Results for author: Xiao-Hui Li

Found 7 papers, 4 papers with code

Visual Traffic Knowledge Graph Generation from Scene Images

no code implementations ICCV 2023 Yunfei Guo, Fei Yin, Xiao-Hui Li, Xudong Yan, Tao Xue, Shuqi Mei, Cheng-Lin Liu

Although previous works on traffic scene understanding have achieved great success, most of them stop at a lowlevel perception stage, such as road segmentation and lane detection, and few concern high-level understanding.

Graph Attention Graph Generation +4

ViT-CX: Causal Explanation of Vision Transformers

1 code implementation6 Nov 2022 Weiyan Xie, Xiao-Hui Li, Caleb Chen Cao, Nevin L. Zhang

Despite the popularity of Vision Transformers (ViTs) and eXplainable AI (XAI), only a few explanation methods have been designed specially for ViTs thus far.

Explainable Artificial Intelligence (XAI)

Example Perplexity

1 code implementation16 Mar 2022 Nevin L. Zhang, Weiyan Xie, Zhi Lin, Guanfang Dong, Xiao-Hui Li, Caleb Chen Cao, Yunpeng Wang

Some examples are easier for humans to classify than others.

Quantitative Evaluations on Saliency Methods: An Experimental Study

no code implementations31 Dec 2020 Xiao-Hui Li, Yuhan Shi, Haoyang Li, Wei Bai, Yuanwei Song, Caleb Chen Cao, Lei Chen

It has been long debated that eXplainable AI (XAI) is an important topic, but it lacks rigorous definition and fair metrics.

Explainable Artificial Intelligence (XAI)

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