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Accelerating Attention through Gradient-Based Learned Runtime Pruning



Zheng Li , Soroush Ghodrati , Amir Yazdanbakhsh , Hadi Esmaeilzadeh , Mingu Kang

* First three authors contributed equally; published at ISCA 2022 

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RankingMatch: Delving into Semi-Supervised Learning with Consistency Regularization and Ranking Loss



Trung Q. Tran , Mingu Kang , Daeyoung Kim


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CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification



Mingu Kang , Trung Quang Tran , Seungju Cho , Daeyoung Kim


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CAP-GAN: Towards_Adversarial_Robustness_with_Cycle-consistent_Attentional_Purification



Mingu Kang , Trung Quang Tran , Seungju Cho , Daeyoung Kim


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ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation



Trung Quang Tran , Mingu Kang , Daeyoung Kim


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Applying Tensor Decomposition to image for Robustness against Adversarial Attack



Seungju Cho , Tae Joon Jun , Mingu Kang , Daeyoung Kim


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