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Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors:  Xinya Wang;  Jiayi Ma;  Junjun Jiang
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Blind super-resolution  contrastive learning  deep learning  image super-resolution (SR)  
Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:  Qiang Yang
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Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
Pruning-aware Sparse Regularization for Network Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
Authors:  Nan-Fei Jiang
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Deep learning  convolutional neural network (CNN)  model compression and acceleration  network pruning  regularization  
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
Authors:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
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Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
广域多目标实时探测技术研究 学位论文
, 2022
Authors:  龙宪磊
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高速视觉  目标检测  机械粒子滤波  视觉反馈  广域监控  
基于光学遥感影像的快速三维重建方法研究 学位论文
, 2022
Authors:  陈豹
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遥感影像  三维重建  仿射模型  场景图分割  
Dense context distillation network for semantic parsing of oblique UAV images 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 卷号: 114, 页码: 12
Authors:  Ding, Youli;  Zheng, Xianwei;  Chen, Yiping;  Shen, Shuhan;  Xiong, Hanjiang
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UAV  Road scene  Semantic segmentation  Deep learning  Dense context  
平行交通系统中的预测与控制关键技术研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  戴星原
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平行交通系统  交通预测  交通控制  深度学习  强化学习  
基于语义增强与边界感知的交通场景下目标检测方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  王晓莲
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目标检测  深度卷积神经网络  运动语义  一致性负样本  边界感知与边框进化  
图像异常检测研究现状综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 6, 页码: 1402-1428
Authors:  吕承侃;  沈飞;  张正涛;  张峰
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图像异常检测  计算机视觉  深度学习  神经网络  背景重构