Search Results for author: Zhenyi Lin

Found 2 papers, 1 papers with code

Tuning Pre-trained Model via Moment Probing

1 code implementation ICCV 2023 Mingze Gao, Qilong Wang, Zhenyi Lin, Pengfei Zhu, QinGhua Hu, Jingbo Zhou

Distinguished from LP which builds a linear classification head based on the mean of final features (e. g., word tokens for ViT) or classification tokens, our MP performs a linear classifier on feature distribution, which provides the stronger representation ability by exploiting richer statistical information inherent in features.

Image Classification

An Introduction to Communication Efficient Edge Machine Learning

no code implementations3 Dec 2019 Qiao Lan, Zezhong Zhang, Yuqing Du, Zhenyi Lin, Kaibin Huang

The main theme in the area is to design new communication techniques and protocols for efficient implementation of different distributed learning frameworks (i. e., federated learning) in wireless networks.

Information Theory Signal Processing Information Theory

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