3 papers
quant-ph2025
Quantum Visual Word Sense Disambiguation: Unraveling Ambiguities Through Quantum Inference Model
Wenbo Qiao, Peng Zhang, Qinghua Hu
Visual word sense disambiguation focuses on polysemous words, where candidate images can be easily confused. Traditional methods use classical probability to calculate the likeliho…
cs.LG2025
Q-RUN: Quantum-Inspired Data Re-uploading Networks
Wenbo Qiao, Shuaixian Wang, Peng Zhang +2
Data re-uploading quantum circuits (DRQC) are a key approach to implementing quantum neural networks and have been shown to outperform classical neural networks in fitting high-fre…
cs.LG2024
Quantum Implicit Neural Representations
Jiaming Zhao, Wenbo Qiao, Peng Zhang +1
Implicit neural representations have emerged as a powerful paradigm to represent signals such as images and sounds. This approach aims to utilize neural networks to parameterize th…