Publications

2021

• Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny. “VisualGPT: Data-efficient Image Captioning by Balancing Visual Input and Linguistic Knowledge from Pretraining”, arXiv, 2021. Code.
• Mohamed Elhoseiny, Kai Yi, Mohamed Elfeki. “CIZSL++: Creativity Inspired Generative Zero-Shot Learning”, PAMI Submission. Code.

2020 and before

• Jianye Pang, Kai Yi, Wanguang Yin, Min Xu. “Experimental Analysis of Legendre Decomposition in Machine Learning”. Technical Report, arXiv: 2008.05095.
• Kai Yi, Zhiqiang Jian, Shitao Chen, Nanning Zheng. “Feature Selective Small Object Detection via Knowledge-based Recurrent Attentive Neural Network”. arXiv: 1803.05263v4.
• Tiannan Dong, Jianji Wang, Meng Yang, Yi Kai, Nanning Zheng. “Affine LBG for Codebook Training of Univariate Linear Approximation”. GlobalSIP 18, Anaheim, California, USA.
• Kai Yi, Shitao Chen, Yu Chen, Chao Xia, Nanning Zheng. “Cognition-Based Deep Learning: Progresses and Perspectives”. AIAI 2018. Rhodes, Greece.