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Samuel Yen-Chi Chen

Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity

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Dec 17, 2024
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Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning

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Dec 12, 2024
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Quantum Machine Learning: An Interplay Between Quantum Computing and Machine Learning

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Nov 14, 2024
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Leveraging Pre-Trained Neural Networks to Enhance Machine Learning with Variational Quantum Circuits

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Nov 13, 2024
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Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection

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Oct 11, 2024
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An Introduction to Quantum Reinforcement Learning (QRL)

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Sep 09, 2024
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Quantum Gradient Class Activation Map for Model Interpretability

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Aug 12, 2024
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Quantum Machine Learning Architecture Search via Deep Reinforcement Learning

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Jul 29, 2024
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Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning

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Jul 25, 2024
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Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits

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Jun 02, 2024
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