Associate Professor
Supervisor of Master's Candidates
Date of Employment:2006-06-30
School/Department:微电子与通信工程学院
Administrative Position:教师
Education Level:With Certificate of Graduation for Doctorate Study
Business Address:重庆大学虎溪校区信息技术科研楼
Gender:Male
Contact Information:cquliutao@cqu.edu.cn
Degree:Doctoral degree
Status:Employed
Alma Mater:重庆大学
Discipline:Other specialties in Information and Communications Engineering
Signal and Information Processing
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>>Research Focus
人工智能与机器嗅觉
机器嗅觉旨在模拟人类和动物的嗅觉感知机制，通过机器学习和人工智能模型实现类人化的气味识别。然而，当前的机器嗅觉方法面对开放环境的挑战，表现在多变的环境因素、不确定感知信号、不理想气味样本共同对算法模型稳定性、可重复性、可扩展性提出了更高要求。本研究方向着力解决这一问题，涉及小样本学习、迁移学习、零样本学习、主动学习、时频信号处理、因果推理等领域。
