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Distribution Estimation to Automate Transformation Policies for Self-Supervision



Seunghan Yang , Debasmit Das , Simyung Chang , Sungrack Yun , Fatih Porikli

* NeurIPS 2021 Workshop: Self-Supervised Learning - Theory and Practice 

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Domain Generalization on Efficient Acoustic Scene Classification using Residual Normalization



Byeonggeun Kim , Seunghan Yang , Jangho Kim , Simyung Chang

* Proceedings of the Detection and Classification of Acoustic Scenes and Events 2021 Workshop (DCASE2021) 

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Robust Federated Learning with Noisy Labels



Seunghan Yang , Hyoungseob Park , Junyoung Byun , Changick Kim


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Arbitrary Style Transfer using Graph Instance Normalization



Dongki Jung , Seunghan Yang , Jaehoon Choi , Changick Kim


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Associative Partial Domain Adaptation



Youngeun Kim , Sungeun Hong , Seunghan Yang , Sungil Kang , Yunho Jeon , Jiwon Kim

* 8 pages, 8 figures, 3 tables 

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Partial Domain Adaptation Using Graph Convolutional Networks



Seunghan Yang , Youngeun Kim , Dongki Jung , Changick Kim


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Combinational Class Activation Maps for Weakly Supervised Object Localization



Seunghan Yang , Yoonhyung Kim , Youngeun Kim , Changick Kim

* 9 pages, 4 figures 

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