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Inversion Based on a Detached Dual-channel Domain Method for StyleGAN2 Embedding 期刊论文
IEEE Signal Processing Letters, 2021, 页码: 1-5
Authors:  Yang N(杨楠);  Zhou, Mengchu;  Xia BJ(夏冰洁);  Guo, Xiwang;  Qi, Liang
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Deep Learning  Generative Adversarial Networks  Image Reconstruction  Latent Code Optimization  
Generating and Editing Arbitrary Facial Images by Learning Feature Axis 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 135468-135478
Authors:  Yang N(杨楠);  Xu YY(许原野);  Zheng ZY(郑泽宇);  Qi, Liang;  Guo, Xiwang;  Wang TR(王天然)
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Mathematical model  Gallium nitride  Computational modeling  Training  Generators  Decoding  Generative adversarial networks  Deep learning  generative adversarial networks  image generating  image editing  
基于全局交互的图像语义理解方法 期刊论文
控制与决策, 2020, 卷号: 35, 期号: 9, 页码: 2013-2111
Authors:  库涛;  熊艳彬;  杨楠;  林乐新;  朱珠
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卷积神经网络  循环神经网络  图像语义理解  全局交互机制  数据正则化  门控循环单元GRU  
Face Attribute Recognition with Multimodal Fusion 会议论文
2020 IEEE 3rd International Conference on Automation, Electronics and Electrical Engineering, AUTEEE 2020, Shenyang, China, November 20-22, 2020
Authors:  Zhao M(赵明);  Liu C(刘畅);  Zheng ZY(郑泽宇);  Yao QF(么庆丰);  Yang N(杨楠);  Xu YY(许原野)
Adobe PDF(194Kb)  |  Favorite  |  View/Download:9/0  |  Submit date:2021/02/27
Face attribute recognition  Multimodal fusion  Graph neural network  Multi-task learning  
Model loss and distribution analysis of regression problems in machine learning 会议论文
2019 11TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING, Zhuhai, China, February 22-24, 2019
Authors:  Yang N(杨楠);  Zheng ZY(郑泽宇);  Wang TR(王天然)
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Statistics  machine learning  regression model  maximum likelihood  
基于深度学习的图像描述研究 期刊论文
红外与激光工程, 2018, 卷号: 47, 期号: 2, 页码: 18-25
Authors:  杨楠;  南琳;  张丁一;  库涛
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卷积神经网络  循环神经网络  门控循环单元  自然语言处理  图像描述  
Noise suppression of on-chip mechanical resonators by chaotic coherent feedback 期刊论文
PHYSICAL REVIEW A, 2015, 卷号: 92, 期号: 3, 页码: 1-13
Authors:  Yang, Nan;  Zhang, Jing;  Wang, Hui;  Liu, Yu-xi;  Wu, Re-Bing;  Liu LQ(刘连庆);  Li, Chun-Wen;  Nori, Franco
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