研究方向

• 机器学习
• 计算机视觉
• 视觉-语言
• 小样本学习
• 视觉推理

工作经历

• (2021 - 至今) 南方科技大学人工智能实验室科研助理，深圳
• (2020 - 2021) 广东东软学院讲师，佛山
• (2018 - 2020) SAP软件工程师，上海
• (2016 - 2018) 软件工程师，南密西西比大学

论文

• Yi Zhang, Ce Zhang, Ke Yu, Yushun Tang, Zhihai He. Concept-Guided Prompt Learning for Generalization in Vision-Language Models. AAAI2024.
• Yi Zhang, Ce Zhang, Zihan Liao, Yushun Tang, Zhihai He. BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning. British Machine Vision Conference 2023 (BMVC2023).
• Xueting Hu, Ce Zhang, Yi Zhang, Ke Yu, Zhihai He. Learn to Adapt CLIP for Few-Shot Monocular Depth Estimation. Submitted to Winter Conference on Computer Vision (WACV), 2024. (Project Lead)
• Yi Zhang, Ce Zhang, Xueting Hu, Zhihai He. Unsupervised Prototype Adapter for Vision-Language Models. The 6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV2023).
• Yi Zhang, Ce Zhang, Yushun Tang, Zhihai He. Cross-Model concept learning and reference for Vision-Language Models. Neurocomputing. (Under review)
• Yi Zhang, Ce Zhang, Zhihai He. Distribution Learning Adapter for Vision-Language Models. (Preprint)
• Yushun Tang, Shuoshuo Chen, Zhehan Kan, Yi Zhang, Qinghai Guo, Zhihai He. Learning Visual Conditioning Tokens to Clean Up Domain Shift for Fully Test-Time Adaptation. IEEE Transactions on Circuits and Systems for Video Technology(TCSVT) (Under review)