Metalearning-based alternating minimization algorithm for nonconvex optimization JY Xia, S Li, JJ Huang, Z Yang, IM Jaimoukha, D Gündüz IEEE Transactions on Neural Networks and Learning Systems 34 (9), 5366-5380, 2022 | 44 | 2022 |
A learning-aided flexible gradient descent approach to MISO beamforming Z Yang, JY Xia, J Luo, S Zhang, D Gündüz IEEE Wireless Communications Letters 11 (9), 1895-1899, 2022 | 22 | 2022 |
Blind Super-Resolution Via Meta-Learning and Markov Chain Monte Carlo Simulation J Xia, Z Yang, S Li, S Zhang, Y Fu, D Gündüz, X Li IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 17 | 2024 |
A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution Z Yang, J Xia, S Li, X Huang, S Zhang, Z Liu, Y Fu, Y Liu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 12 | 2024 |
A meta-learning based gradient descent algorithm for MU-MIMO beamforming JY Xia, Z Yang, T Qiu, H Liao, D Gunduz arXiv preprint arXiv:2210.13279, 2022 | 6 | 2022 |
Meta-learning based domain prior with application to optical-ISAR image translation H Liao, J Xia, Z Yang, F Pan, Z Liu, Y Liu IEEE Transactions on Circuits and Systems for Video Technology 34 (8), 7041-7056, 2023 | 5 | 2023 |
Deep unfolding of the half-quadratic splitting algorithm for isar image super-resolution Z Yang, J Xia, T Liu, S Zhi, Z Liu 2021 CIE International Conference on Radar (Radar), 2155-2159, 2021 | 4 | 2021 |
Representation based few-shot learning for brand-logo detection Z Yang, H Liao, H Zhang, W Li, J Xia 2022 IEEE 4th International Conference on Power, Intelligent Computing and …, 2022 | 3 | 2022 |
Optical-ISAR Image Translation via Denoising Diffusion Implicit Model X Wang, H Liao, Z Yang, T Han, J Xia 2023 IEEE International Conference on Image Processing and Computer …, 2023 | 2 | 2023 |
Meta-learning based bind image super-resolution approach to different degradations Z Yang, J Xia, S Li, W Liu, S Zhi, S Zhang, L Liu, Y Fu, D Gündüz Neural Networks, 106429, 2024 | 1 | 2024 |
A Meta-Learning based Gradient Descent Algorithm for MU-MIMO Beamforming Z Yang, JY Xia, T Qiu, H Liao, D Gündüz 2023 International Conference on Wireless Communications and Signal …, 2023 | 1 | 2023 |
A Metalearning-based Sparse Aperture ISAR Imaging Method XIA Jingyuan, Y Zhixiong, Z Zhixing, L Huaizhang, Z Shuanghui, ... 雷达学报 12 (4), 849-859, 2023 | 1 | 2023 |
A learning-based projected gradient descent approach for blind super-resolution Z Yang, H Liao, H Zhang, J Xia 2022 China Automation Congress (CAC), 3756-3761, 2022 | 1 | 2022 |
Deep unfolded projected alternating minimization algorithm for blind image super-resolution H Liao, Z Yang, H Zhang, T Yi, J Xia Journal of Physics: Conference Series 2356 (1), 012014, 2022 | 1 | 2022 |
Hierarchical Domain Prior CycleGAN: Translated Satellites ISAR Image from the Optical Domain H Liao, J Xia, Z Yang, Z Liu, Y Liu 2023 China Automation Congress (CAC), 1658-1662, 2023 | | 2023 |
Region Detection Based TRA-Net for SAR Target Classification X Wang, C Li, Z Yang, H Liao, T Han, J Xia 2023 IEEE International Conference on Image Processing and Computer …, 2023 | | 2023 |
Fast Pre-Training Kernel Estimation Network for ISAR Space Target Image Deblurring M Chen, Z Yang, H Liao, J Xia, T Liu, L Liu 2023 8th International Conference on Image, Vision and Computing (ICIVC …, 2023 | | 2023 |
Space target image deblurring via adaptive motion kernel learning Z Zhixing, Y Zhixiong, JY Xia, S Zhang IET Digital Library, 2023 | | 2023 |