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Zejiang Hou

Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation

Jul 07, 2022
Zejiang Hou, Julian Salazar, George Polovets

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CHEX: CHannel EXploration for CNN Model Compression

Mar 29, 2022
Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung

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* Accepted to CVPR 2022

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Multi-Dimensional Model Compression of Vision Transformer

Dec 31, 2021
Zejiang Hou, Sun-Yuan Kung

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Few-shot Learning via Dependency Maximization and Instance Discriminant Analysis

Sep 07, 2021
Zejiang Hou, Sun-Yuan Kung

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A Feature-map Discriminant Perspective for Pruning Deep Neural Networks

May 28, 2020
Zejiang Hou, Sun-Yuan Kung

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Scalable Kernel Learning via the Discriminant Information

Sep 23, 2019
Mert Al, Zejiang Hou, Sun-Yuan Kung

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* Currently being extended

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