output
20202024
most citedExperimental Quantum Generative Adversarial Networks for Image Generation

279 citations

5 papers

quant-ph2024

Quantum Cryptography and Meta-Complexity

Taiga Hiroka, Tomoyuki Morimae

In classical cryptography, one-way functions (OWFs) are the minimal assumption, while it is not the case in quantum cryptography. Several new primitives have been introduced such a…

quant-ph2023★ 24 cited

Universal lower bound on topological entanglement entropy

Isaac H. Kim, Michael Levin, Ting-Chun Lin +2

Entanglement entropies of two-dimensional gapped ground states are expected to satisfy an area law, with a constant correction term known as the topological entanglement entropy (T…

physics.space-ph2022★ 3 cited

The Development of Spatial Attention U-Net for The Recovery of Ionospheric Measurements and The Extraction of Ionospheric Parameters

Guan-Han Huang, Alexei V. Dmitriev, Chia-Hsien Lin +8

We train a deep learning artificial neural network model, Spatial Attention U-Net to recover useful ionospheric signals from noisy ionogram data measured by Hualien's Vertical Inci…

quant-ph2021★ 24 cited

Entanglement-assisted capacity regions and protocol designs for quantum multiple-access channels

Haowei Shi, Min-Hsiu Hsieh, Saikat Guha +2

We solve the entanglement-assisted (EA) classical capacity region of quantum multiple-access channels with an arbitrary number of senders. As an example, we consider the bosonic th…

quant-ph2020★ 279 cited

Experimental Quantum Generative Adversarial Networks for Image Generation

He-Liang Huang, Yuxuan Du, Ming Gong +18

Quantum machine learning is expected to be one of the first practical applications of near-term quantum devices. Pioneer theoretical works suggest that quantum generative adversari…