Jianping Gou — accepted AI-conference papers

2024

A New Similarity-Based Relational Knowledge Distillation Method

ICASSP 2024accepted

The previous relation-based knowledge distillation methods tend to construct global similarity relationship matrix in a mini-batch while ignoring the knowledge of neighbourhood relationship. In this paper, we propose a new similarity-based relational knowledge distillation method that transfers neig…

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2022

Learning Canonical F-Correlation Projection for Compact Multiview Representation

Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen +1

CVPR 2022poster

Canonical correlation analysis (CCA) matters in multiview representation learning. But, CCA and its most variants are essentially based on explicit or implicit covariance matrices. It means that they have no ability to model the nonlinear relationship among features due to intrinsic linearity of cov…

Cited by 11 PDF ↗Scholar ↗