2 papers
cs.LG2026
PQFA: Parallel Quantum Feature Augmentation of Fused Representations for Multimodal Classification
Mingzhu Wang, Yun Shang
Most multimodal learning methods improve how heterogeneous representations are aligned and fused, while post-fusion enhancement remains less explored. We propose Parallel Quantum F…
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…