基本信息
浏览量:789
![](https://originalfileserver.aminer.cn/sys/aminer/icon/show-trajectory.png)
个人简介
My research interests lie in the intersection of computer vision, artificial intelligence, and cognition. The ultimate goal of my research is to develop a machine that can perceive, reason, and plan in real-world scenes like humans.
Towards this goal, (1) during my graduate studies, I focused on building a perception model that learns to see the world by making use of large-scale 2D-camera data and mimicking human visual attention mechanism – a critical cognitive perception behavior. (2) After my graduation, I strived to develop a more powerful recognition system that learns to comprehensively understand this structured and human-centric visual world, based on bottom-up and top-down cognitive processing as well as grammar and graph models. (3) More recently, I pursue an explainable and embodied AI machine that is able to actively interact with humans and environments and interpret its inherent decision-making mode, on the basis of classic cognitive theories, including embodied cognition, prototype theory, exemplar-based reasoning, abductive reasoning, and counterfactual thinking.
Towards this goal, (1) during my graduate studies, I focused on building a perception model that learns to see the world by making use of large-scale 2D-camera data and mimicking human visual attention mechanism – a critical cognitive perception behavior. (2) After my graduation, I strived to develop a more powerful recognition system that learns to comprehensively understand this structured and human-centric visual world, based on bottom-up and top-down cognitive processing as well as grammar and graph models. (3) More recently, I pursue an explainable and embodied AI machine that is able to actively interact with humans and environments and interpret its inherent decision-making mode, on the basis of classic cognitive theories, including embodied cognition, prototype theory, exemplar-based reasoning, abductive reasoning, and counterfactual thinking.
研究兴趣
论文共 168 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
arxiv(2024)
引用0浏览0引用
0
0
arxiv(2024)
引用0浏览0引用
0
0
CVPR 2024 (2024)
引用0浏览0EI引用
0
0
AAAI 2024no. 2 (2024): 1761-1769
CVPR 2024 (2024)
引用0浏览0EI引用
0
0
加载更多
作者统计
#Papers: 168
#Citation: 15043
H-Index: 61
G-Index: 121
Sociability: 6
Diversity: 2
Activity: 437
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn