多元图卷积网络及其在极化SAR异质地物分类中的研究
61976164
2019
F0604.机器感知与机器视觉
刘红英
面上项目
副教授
西安电子科技大学
61万元
复数网络;深度学习;图像特征提取;图像特征学习;图网络
2020-01-01到2023-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Laplacian Smoothing Stochastic ADMMs with Differential Privacy Guarantees | 期刊论文 | Yuanyuan Liu;Jiacheng Geng;Fanhua Shang;Weixin An;Hongying Liu;Qi Zhu;Wei Feng |
| 2 | 一种基于自步学习的生成通用对抗扰动方法及系统 | 专利 | 刘红英;葛志金;尚凡华;周振宇;刘园园;王耀威 |
| 3 | Balanced Gradient Penalty Improves Deep Long-Tailed Learning | 会议论文 | Dong Wang;Yicheng Liu;Liangji Fang;Fanhua Shang;Yuanyuan Liu;Hongying Liu |
| 4 | Differentially Private ADMM Algorithms for Machine Learning | 期刊论文 | Fanhua Shang;Tao Xu;Yuanyuan Liu;Hongying Liu |
| 5 | Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning | 会议论文 | Hua Huang;Fanhua Shang;Yuanyuan Liu;Hongying Liu |
| 6 | HNO:High-order Numerical Architecture for ODE-Inspired Deep Unfolding Networks | 会议论文 | Lin Kong;Wei Sun;Fanhua Shang;Yuanyuan Liu;Hongying Liu |
| 7 | 一种基于知识蒸馏的转置注意力图像超分辨率算法 | 专利 | 尚凡华;刘红英;郭晨;刘园园 |
| 8 | Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer | 会议论文 | Zhijin Ge;Fanhua Shang;Hongying Liu;Yuanyuan Liu;Liang Wan;Wei Feng;Xiaosen Wang |
| 9 | Principal Component Analysis in the Stochastic Differential Privacy Model (CCF B) | 会议论文 | Fanhua Shang;Zhihui Zhang;Tao Xu;Yuanyuan Liu;Hongying Liu |
| 10 | Differentially Private ADMM Algorithms for Machine Learning | 期刊论文 | Fanhua Shang;Tao Xu;Yuanyuan Liu;Hongying Liu;Longjie Shen;Maoguo Gong |
| 11 | A Novel Learned Primal-Dual Network for Image Compressive Sensing | 期刊论文 | Chaolong Zhang;Yuanyuan Liu;Fanhua Shang;Yangyang Li;Hongying Liu |
| 12 | 一种基于集成学习的图特征自注意力机制图节点分类方法 | 专利 | 尚凡华;刘红英;马国梁;孙威;刘园园;冯伟 |
| 13 | Graph Convolutional Networks by Architecture Search for PolSAR Image Classification | 期刊论文 | Hongying Liu;Derong Xu;Tianwen Zhu;Fanhua Shang;Yuanyuan Liu;Yi Yang;Jianhua Lu |
| 14 | Sparse Manifold-Regularized Neural Networks for Polarimetric SAR Terrain Classification | 期刊论文 | Hongying Liu;Fanhua Shang;Shuyuan Yang;Maoguo Gong;Tianwen Zhu;Licheng Jiao |
| 15 | A Unified Scalable Equivalent Formulation for Schatten Quasi-Norms | 期刊论文 | Fanhua Shang;Yuanyuan Liu;Fanjie Shang;Hongying Liu;Lin Kong;Licheng Jiao |
| 16 | Accelerated Variance Reduction Stochastic ADMM for Large-Scale Machine Learning | 期刊论文 | Yuanyuan Liu;Fanhua Shang;Hongying Liu;Lin Kong;Licheng Jiao;Zhouchen Lin |
| 17 | Deep Fuzzy Graph Convolutional Networks for PolSAR Imagery Pixel-wise Classification | 期刊论文 | Hongying Liu;Tianwen Zhu;Fanhua Shang;Yuanyuan Liu;Derui Lv;Shuyuan Yang |
| 18 | Lightweight Super-Resolution with Self-Calibrated Convolution for Panoramic Videos | 期刊论文 | Fanjie Shang;Hongying Liu;Wanhao Ma;Yuanyuan Liu;Licheng Jiao;Fanhua Shang;Lijun Wang;Zhenyu Zhou |
| 19 | Video super-resolution based on deep learning: a comprehensive survey | 期刊论文 | Hongying Liu;Zhubo Ruan;Peng Zhao;Chao Dong;Fanhua Shang;Yuanyuan Liu;Linlin Yang;Radu Timofte |
| 20 | 一种基于随机采样的差分隐私非负矩阵分解方法 | 专利 | 尚凡华;陈飞;刘红英;刘园园;任岩;万亮 |
| 21 | Progressive Semantic Matching for Video-Text Retrieval | 会议论文 | Hongying Liu;Ruyi Luo;Fanhua Shang;Mantang Niu;Yuanyuan Liu |
| 22 | A Numerical DEs Perspective on Unfolded Linearized ADMM Networks for Inverse Problems | 会议论文 | Weixin An;Yingjie Yue;Yuanyuan Liu;Fanhua Shang;Hongying Liu |
| 23 | Loopless Variance Reduced Stochastic ADMM for Equality Constrained Problems in IoT Applications | 期刊论文 | Yuanyuan Liu;Jiacheng Geng;Fanhua Shang;Weixin An;Hongying Liu;Qi Zhu |
| 24 | Efficient Asynchronous Semi-Stochastic Block Coordinate Descent Methods for Large-Scale SVD | 期刊论文 | Fanhua Shang;Zhihui Zhang;Yuanyuan Liu;Hongying Liu;Jing Xu |
| 25 | Efficient Gradient Support Pursuit with Less Hard Thresholding for Cardinality-Constrained Learning | 期刊论文 | Fanhua Shang;Bingkun Wei;Hongying Liu;Yuanyuan Liu;Pan Zhou;Maoguo Gong |
| 26 | Asynchronous Parallel, Sparse Approximated SVRG for High-Dimensional Machine Learning | 期刊论文 | Fanhua Shang;Hua Huang;Jun Fan;Yuanyuan Liu;Hongying Liu;Jianhui Liu |
| 27 | Adaptive Non-Local Generative Adversarial Networks for Low-Dose CT Image Denoising | 会议论文 | Linlin Yang;Hongying Liu;Fanhua Shang;Yuanyuan Liu |
| 28 | Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding | 会议论文 | Yangyang Li;Lin Kong;Fanhua Shang;Yuanyuan Liu;Hongying Liu;Zhouchen Lin |
| 29 | 基于深度学习的多极化合成孔径雷达图像解译 | 专著 | 刘红英;焦李成;尚凡华;王爽;杨淑媛 |
| 30 | Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling | 会议论文 | Hongying Liu;Peng Zhao;Zhubo Ruan;Fanhua Shang;Yuanyuan Liu |
| 31 | 基于多语义空间的视频文本检索方法、系统、设备及介质 | 专利 | 尚凡华;刘红英;杨琳琳;罗如意;刘园园;冯伟 |
| 32 | 一种基于神经网络结构搜索的混合精度量化感知训练方法 | 专利 | 尚凡华;陈飞;刘红英;刘园园;任岩;万亮 |
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