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12/04/2022
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding
While witnessing the noisy intermediate-scale quantum (NISQ) era and bey...
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11/12/2022
Quantum Split Neural Network Learning using Cross-Channel Pooling
In recent years, quantum has been attracted by various fields such as qu...
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11/07/2022
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception
In modern on-driving computing environments, many sensors are used for c...
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10/30/2022
Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification
In recent years, quantum machine learning (QML) has been actively used f...
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10/18/2022
3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications
With the beginning of the noisy intermediate-scale quantum (NISQ) era, a...
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09/26/2022
Scalable Quantum Convolutional Neural Networks
With the beginning of the noisy intermediate-scale quantum (NISQ) era, q...
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03/26/2022
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks
Federated learning (FL) is a key enabler for efficient communication and...
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12/05/2021
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding
Mobile devices are indispensable sources of big data. Federated learning...
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12/05/2021