2018.7-2022.3   中国科学院自动化研究所  助理研究员
2022.4-至今  中国科学院自动化研究所  副研究员

智能决策、博弈对抗

1.大规模智能体超实时进化框架、平台及应用验证-2035项目子任务负责人
2.超实时进化环境-中国科学院任务战略性先导科技专项（A 类）核心骨干
3.科技部2030新一代人工智能重大项目博弈智能对抗演练场基础理论与平台-任务负责人

1.CRF based text detection for natural scene
images using convolutional neural network
and context information. Neurocomputing
295(2018),46-58. Yanna Wang, Cunzhao
Shi*, Baihua Xiao, Chunheng Wang,
Chengzuo Qi.
2.Multi-order co-occurrence activations
encoded with Fisher Vector for scene
character recognition.Pattern Recognition
Letter 97(2017) 69-76. Yanna Wang,
Cunzhao Shi*, Chunheng Wang, Baihua Xiao,
Chengzuo Qi.
3.MRF Based Text Binarization in Complex
Images using Stroke Feature. International
Conference on Document Analysis and
Recognition (ICDAR) 821-825, 2015. Yanna
Wang, Cunzhao Shi*, Baihua Xiao,
Chunheng Wang.
4.Learning Spatially Embedded Discriminative
Part Detectors for Scene Character
Recognition. International Conference on
Document Analysis and
Recognition(ICDAR) 363-368, 2017. Yanna
Wang, Cunzhao Shi*, Baihua Xiao,
Chunheng Wang.
5.Fisher vector for scene character recognition:
A comprehensive evaluation. Pattern
Recognition (72)2019,1-14. Cunzhao Shi*,
Yanna Wang, Fuxi Jia, Kun He, Chunheng
Wang, Baihua Xiao.
6.Picor: Multi-task deep reinforcement learning with policy correction.In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 37, No. 6, pp. 6728-6736).Bai, F., Zhang, H., Tao, T., Wu, Z., Wang, Y., & Xu, B.
7.Selective feature connection mechanism:
Concatenating multi-layer CNN features with
a feature selector. Pattern Recognition Letter
129,2020,108-114. Chen Du, Yanna Wang,
Chunheng Wang*, Cunzhao Shi, Baihua Xiao.
8.Adversarial learning based attentional scene
text recognizer. Pattern Recognition Letter
138(2020) 217-222. Jinyuan Zhao, Yanna
Wang, Baihua Xiao*, Cunzhao Shi,
Jingzhong Jiang , Chunheng Wang.
9.DetectGAN: GAN-based text detector for
camera-captured document images.
International Journal on Document Analysis
and Recognition (2020) 23:267–277. Jinyuan
Zhao, Yanna Wang, Baihua Xiao*, Cunzhao
Shi, Fuxi Jia, Chunheng Wang.
10.Unconstrained end-to-end text reading with
feature rectification. Pattern Recognition
Letter 149 (2021) 1-8. Chen Du, Yanna
Wang, Chunheng Wang*, Baihua Xiao,
Cunzhao Shi.
11.Document image binarization with cascaded
generators of conditional generative
adversarial networks. Pattern Recognition
(96) , 2019. Jinyuan Zhao, Cunzhao Shi*,
Fuxi Jia , Yanna Wang, Baihua Xiao.

无

1.多语言场景字符识别方法及识别系统
2.路径规划模型的训练、路径规划方法、装置及电子设备
3.状态值预测模型的训练方法及装置
4.文档图像底纹去除方法及系统
5.文档图像的信息提取方法及系统
6.一种虚拟对象的动作生成方法、装置及设备
7.一种资源分配方法、装置及设备
8.一种策略生成方法、装置及设备
9.一种多智能体学习方法、装置
10.一种资源分配系统的训练方法、装置及设备
11.一种应用于多任务学习的策略模型训练方法、装置及设备
12.基于知识引导的强化学习方法与装置