Generative Data Free Model Quantization With Knowledge Matching for Classification

Author:

Xu Shoukai1ORCID,Zhang Shuhai1ORCID,Liu Jing2ORCID,Zhuang Bohan2ORCID,Wang Yaowei3ORCID,Tan Mingkui4ORCID

Affiliation:

1. School of Software Engineering, South China University of Technology, Guangzhou, China

2. Faculty of Information Technology, Monash University, Clayton, VIC, Australia

3. Peng Cheng Laboratory, Shenzhen, China

4. School of Software Engineering, and the Key Laboratory of Big Data and Intelligent Robot, Ministry of Education, South China University of Technology, Guangzhou, China

Funder

Key Realm Research and Development Program of Guangzhou

Key-Area Research and Development Program Guangdong Province

National Natural Science Foundation of China

Program for Guangdong Introducing Innovative and Enterpreneurial Teams

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Media Technology

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Towards Compact and Robust Model Learning Under Dynamically Perturbed Environments;IEEE Transactions on Circuits and Systems for Video Technology;2024

2. SAAF: Self-Adaptive Attention Factor-Based Taylor-Pruning on Convolutional Neural Networks;IEEE Transactions on Neural Networks and Learning Systems;2024

3. SEAM: Searching Transferable Mixed-Precision Quantization Policy through Large Margin Regularization;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

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