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基于视觉-语言引导的机器人导航研究 学位论文
, 2024
Authors:  何科技
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视觉语言导航、数据稀缺、时序信息挖掘噪声、跨模态对齐、异常行为  
Invisible Intruders: Label-Consistent Backdoor Attack using Re-parameterized Noise Trigger 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 14, 期号: 8, 页码: 1-13
Authors:  Bo Wang;  Fei Yu;  Fei Wei;  Yi Li;  Wei Wang
Adobe PDF(1364Kb)  |  Favorite  |  View/Download:45/15  |  Submit date:2024/06/21
Unified Entropy Optimization for Open-Set Test-Time Adaptation 会议论文
, Seattle WA, USA, June 17-21, 2024
Authors:  Zhengqing Gao;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(6643Kb)  |  Favorite  |  View/Download:46/19  |  Submit date:2024/06/13
Low-Rank Optimal Transport for Robust Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1667-1680
Authors:  Bingrong Xu;  Jianhua Yin;  Cheng Lian;  Yixin Su;  Zhigang Zeng
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Domain adaptation  low-rank constraint  noise corruption  optimal transport  
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning 会议论文
, Ottawa, ON, Canada, October 29-November 3, 2023
Authors:  Zheng Lian;  Haiyang Sun;  Licai Sun;  Kang Chen;  Mingyu Xu;  Kexin Wang;  Ke Xu;  Yu He;  Ying Li;  Jinming Zhao;  Ye Liu;  Bin Liu;  Jiangyan Yi;  Meng Wang;  Erik Cambria;  Guoying Zhao;  Björn W. Schuller;  Jianhua Tao
Adobe PDF(993Kb)  |  Favorite  |  View/Download:47/15  |  Submit date:2024/05/31
Improving Generalization of Adversarial Training via Robust Critical Fine Tuning 会议论文
, Paris, France, 2023-9
Authors:  Zhu, Kaijie;  Hu, Xixu;  Wang, Jindong;  Xie, Xing;  Yang, Ge
Adobe PDF(1179Kb)  |  Favorite  |  View/Download:52/22  |  Submit date:2024/05/29
Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations 期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
Authors:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
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CNN-brain Alignment  Brain-guided Deep Learning  Video Emotion Recognition  Representation Similarity Analysis  
Overhead-free Noise-tolerant Federated Learning: A New Baseline 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
Authors:  Shiyi Lin;  Deming Zhai;  Feilong Zhang;  Junjun Jiang;  Xianming Liu;  Xiangyang Ji
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Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning  
深度对比学习综述 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 1, 页码: 15-39
Authors:  张重生;  陈杰;  李岐龙;  邓斌权;  王杰;  陈承功
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对比学习  深度学习  特征提取  自监督学习  度量学习  
多智能体博弈、学习与控制 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 3, 页码: 580-613
Authors:  王龙;  黄锋
Adobe PDF(2088Kb)  |  Favorite  |  View/Download:29/10  |  Submit date:2024/05/09
博弈论  多智能体学习  控制论  强化学习  人工智能