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cross-attention fusion 1hybrid quantum-classical models 1multimodal classification 1parameter efficiency 1quantum feature augmentation 1

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quant-ph2025

Hybrid Vision Transformer and Quantum Convolutional Neural Network for Image Classification

Mingzhu Wang, Yun Shang

Quantum machine learning (QML) holds promise for computational advantage, yet progress on real-world tasks is hindered by classical preprocessing and noisy devices. We introduce Vi…