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Hankyul Baek

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Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications

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Dec 28, 2023
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Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding

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Dec 04, 2022
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Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification

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Nov 14, 2022
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Quantum Split Neural Network Learning using Cross-Channel Pooling

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Nov 12, 2022
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Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception

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Nov 07, 2022
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3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications

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Oct 18, 2022
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Scalable Quantum Convolutional Neural Networks

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Sep 26, 2022
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SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks

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Mar 26, 2022
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Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding

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Dec 05, 2021
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Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks

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Dec 05, 2021
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