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MFD-KD:Multi-Scale Frequency-Driven Knowledge Distillation

Tao Dai Rongliang Huang Hang Guo Jinbao Wang Bo Li Zexuan Zhu

大数据挖掘与分析（英文版）2025，Vol.8Issue(3)：563-574,12.

大数据挖掘与分析（英文版）2025，Vol.8Issue(3)：563-574,12.DOI:10.26599/BDMA.2024.9020062

MFD-KD:Multi-Scale Frequency-Driven Knowledge Distillation

Tao Dai ¹Rongliang Huang ¹Hang Guo ²Jinbao Wang ¹Bo Li ³Zexuan Zhu¹

作者信息

1. College of Computer Science and Software Engineering,Shenzhen University,Shenzhen 518060,China
2. Tsinghua Shenzhen International Graduate School,Tsinghua University,Shenzhen 518055,China
3. School of Electronics and Information,Northwestern Polytechnical University,Xi'an 710129,China
折叠

摘要

关键词

Knowledge Distillation(KD)/frequency domain/image recognition/object detection/Transformer

Key words

Knowledge Distillation(KD)/frequency domain/image recognition/object detection/Transformer

引用本文复制引用

Tao Dai,Rongliang Huang,Hang Guo,Jinbao Wang,Bo Li,Zexuan Zhu..MFD-KD:Multi-Scale Frequency-Driven Knowledge Distillation[J].大数据挖掘与分析（英文版）,2025,8(3):563-574,12.

基金项目

This work was supported by the National Key Research and Development Program of China(No.2022YFF1202104),the National Natural Science Foundation of China(Nos.62302309 and 62471310),and the Shenzhen Science and Technology Program(No.JCYJ20220818101014030). （No.2022YFF1202104）

大数据挖掘与分析（英文版）

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