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Browsing by Author "Chen, Yiming"

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    Autoencoder-Based Gradient Compression for Distributed Training

    Abrahamyan, Lusine
    ;
    Chen, Yiming
    ;
    Bekoulis, Giannis
    ;
    Deligiannis, Nikolaos  
    Proceedings paper
    2021, 29th European Signal Processing Conference (EUSIPCO), AUG 23-27, 2021, p.2179-2183
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    Bias Loss for Mobile Neural Networks

    Abrahamyan, Lusine  
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    Ziatchin, Valentin
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    Chen, Yiming  
    ;
    Deligiannis, Nikolaos  
    Proceedings paper
    2021, 18th IEEE/CVF International Conference on Computer Vision (ICCV), OCT 11-17, 2021, p.6536-6546
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    Learned Gradient Compression for Distributed Deep Learning

    Abrahamyan, Lusine  
    ;
    Chen, Yiming  
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    Bekoulis, Ioannis  
    ;
    Deligiannis, Nikolaos  
    Journal article
    2022, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, (33) 12, p.7330-7344
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    Learned Parameter Compression for Efficient and Privacy-Preserving Federated Learning

    Chen, Yiming  
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    Abrahamyan, Lusine  
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    Sahli, Hichem  
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    Deligiannis, Nikolaos  
    Journal article
    2024, IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 5, p.3503-3516
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    LOCALLY ACCUMULATED ADAM FOR DISTRIBUTED TRAINING WITH SPARSE UPDATES

    Chen, Yiming  
    ;
    Deligiannis, Nikolaos  
    Proceedings paper
    2023, 30th IEEE International Conference on Image Processing (ICIP), OCT 08-11, 2023, p.2395-2399

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