Publications (12)
Machine Learning assisted excess noise suppression for continuous-variable quantum key distribution
Kexin Liang, Geng Chai, Zhengwen Cao +3
Excess noise is a major obstacle to high-performance continuous-variable quantum key distribution (CVQKD), which is mainly derived from the amplitude attenuation and phase fluctuat…
Security analysis of practical continuous-variable quantum key distribution systems under laser seeding attack
Yi Zheng, Peng Huang, Anqi Huang +2
Here, we investigate the security of the practical one-way CVQKD and CV-MDI-QKD systems under laser seeding attack. In particular, Eve can inject a suitable light into the laser di…
Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators
Xuan Zhu, Yue Cheng, Jinye Peng +3
Generative adversarial network (GAN) for image super-resolution (SR) has attracted enormous interests in recent years. However, the GAN-based SR methods only use image discriminato…
Unsupervised Deep Hashing for Large-scale Visual Search
Zhaoqiang Xia, Xiaoyi Feng, Jinye Peng +1
Learning based hashing plays a pivotal role in large-scale visual search. However, most existing hashing algorithms tend to learn shallow models that do not seek representative bin…
Interleaved Transceiver Design for a Continuous- Transmission MIMO-OFDM ISAC System
Yating Chen, Cai Wen, Yan Huang +3
This paper proposes an interleaved transceiver design method for a multiple-input multiple-output (MIMO) integrated sensing and communication (ISAC) system utilizing orthogonal fre…
A relic sketch extraction framework based on detail-aware hierarchical deep network
Jinye Peng, Jiaxin Wang, Jun Wang +5
As the first step of the restoration process of painted relics, sketch extraction plays an important role in cultural research. However, sketch extraction suffers from serious dise…