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Sun-Yuan Kung

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MILAN: Masked Image Pretraining on Language Assisted Representation

Aug 15, 2022
Zejiang Hou, Fei Sun, Yen-Kuang Chen, Yuan Xie, Sun-Yuan Kung

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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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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 Novel Multi-Stage Training Approach for Human Activity Recognition from Multimodal Wearable Sensor Data Using Deep Neural Network

Jan 03, 2021
Tanvir Mahmud, A. Q. M. Sazzad Sayyed, Shaikh Anowarul Fattah, Sun-Yuan Kung

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CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans

Dec 02, 2020
Tanvir Mahmud, Md Awsafur Rahman, Shaikh Anowarul Fattah, Sun-Yuan Kung

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Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies

Aug 04, 2020
Mert Al, Semih Yagli, 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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Soft-Root-Sign Activation Function

Mar 01, 2020
Yuan Zhou, Dandan Li, Shuwei Huo, Sun-Yuan Kung

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