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A Novel Tensor Decomposition-Based Efficient Detector for Low-Altitude Aerial Objects With Knowledge Distillation Scheme 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 487-501
Authors:  Nianyin Zeng;  Xinyu Li;  Peishu Wu;  Han Li;  Xin Luo
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Attention mechanism  knowledge distillation (KD)  object detection  tensor decomposition (TD)  unmanned aerial vehicles (UAVs)  
Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
Authors:  Rui Wang;  Zhiming Zhou;  Kaiwen Li;  Tao Zhang;  Ling Wang;  Xin Xu;  Xiangke Liao
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Branch-and-bound (B&B)  combinatorial optimization  deep learning  graph neural network  imitation learning  
Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239
Authors:  Yahui Liu;  Bin Tian;  Yisheng Lv;  Lingxi Li;  Fei-Yue Wang
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Content-based Transformer  deep learning  feature aggregator  local attention  point cloud classification  
Feature Matching via Topology-Aware Graph Interaction Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 113-130
Authors:  Yifan Lu;  Jiayi Ma;  Xiaoguang Mei;  Jun Huang;  Xiao-Ping Zhang
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Feature matching  graph cut  outlier filtering  topology preserving  
EventMix: An efficient data augmentation strategy for event-based learning 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 644, 页码: 11
Authors:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
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Event based data augmentation  Neuromorphic data  Spiking neural networks  Reasonable label assignment  Gaussian mixture model  
面向未剪辑视频的时序行为检测技术研究 学位论文
, 2023
Authors:  陈云泽
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深度学习  视频理解  行为分析  时序行为检测  
基于深度强化学习的连续动作空中博弈对抗决策 学位论文
, 2023
Authors:  李伟凡
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强化学习  深度强化学习  自注意力网络  智能决策  多智能体系统  
篇章级事件抽取关键技术研究 学位论文
, 2023
Authors:  杨航
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自然语言处理  信息抽取  事件抽取  篇章级事件抽取  
Efficient 3D Scene Semantic Segmentation via Active Learning on Rendered 2D Images 期刊论文
IEEE Transactions on Image Processing, 2023, 卷号: 32, 页码: 3521-3535
Authors:  Mengqi Rong;  Hainan Cui;  Shuhan Shen
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面向多语义和多模态的视觉目标检测研究 学位论文
, 2023
Authors:  杨力
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目标检测  指代目标检测  多语义  多模态  视觉-语言