Chao Liu

Overcoming Data Limitations: A Few-Shot Specific Emitter Identification Method Using Self-Supervised Learning and Adversarial Augmentation

Chao Liu, Xue Fu, Yu Wang et al. · IEEE Transactions on Information Forensics and Security · 2023 · 130 citations

Few-shot Learning, Data Limitations, Engineering +16

Cultivated land information extraction in UAV imagery based on deep convolutional neural network and transfer learning

Heng Lü, Fu Xiao, Chao Liu et al. · Journal of Mountain Science · 2017 · 100 citations

Convolutional Neural Network, Image Classification, Image Analysis +11

Convolutional Neural Network Based Models for Improving Super-Resolution Imaging

Yingyi Sun, Wei Zhang, Hao Gu et al. · IEEE Access · 2019 · 44 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Toward Open-Set Specific Emitter Identification Using Auxiliary Classifier Generative Adversarial Network and OpenMax

Lantu Guo, Chao Liu, Yuchao Liu et al. · IEEE Transactions on Cognitive Communications and Networking · 2024 · 25 citations

SimGAN: Hybrid Simulator Identification for Domain Adaptation via Adversarial Reinforcement Learning

Yifeng Jiang, Tingnan Zhang, Daniel E. Ho et al. · arXiv (Cornell University) · 2021 · 11 citations · Full text

Artificial Intelligence, Adversarial Reinforcement Learning, Machine Learning +14