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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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Effective Model Sparsification by Scheduled Grow-and-Prune Methods


Jun 18, 2021
Xiaolong Ma, Minghai Qin, Fei Sun, Zejiang Hou, Kun Yuan, Yi Xu, Yanzhi Wang, Yen-Kuang Chen, Rong Jin, Yuan Xie


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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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