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Seungeun Oh

Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix

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Aug 02, 2024
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SplitAMC: Split Learning for Robust Automatic Modulation Classification

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Apr 17, 2023
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Differentially Private CutMix for Split Learning with Vision Transformer

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Oct 28, 2022
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Federated Knowledge Distillation

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Nov 04, 2020
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Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup

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Jun 17, 2020
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Distilling On-Device Intelligence at the Network Edge

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Aug 16, 2019
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Multi-hop Federated Private Data Augmentation with Sample Compression

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Jul 15, 2019
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Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

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Nov 28, 2018
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