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Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 180-193
Authors:  Zhengyan Zhang;  Guangxuan Xiao;  Yongwei Li;  Tian Lv;  Fanchao Qi;  Zhiyuan Liu;  Yasheng Wang;  Xin Jiang;  Maosong Sun
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Pre-trained language models  backdoor attacks  transformers  natural language processing (NLP)  computer vision (CV)  
Causal Reasoning Meets Visual Representation Learning: A Prospective Study 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511
Authors:  Yang Liu;  Yu-Shen Wei;  Hong Yan;  Guan-Bin Li;  Liang Lin
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Causal reasoning  visual representation learning  reliable artificial intelligence  spatial-temporal data  multi-modal analysis  
Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 456-471
Authors:  Kai-Yuan Liu;  Xing-Yu Li;  Yu-Rui Lai;  Hang Su;  Jia-Chen Wang;  Chun-Xu Guo;  Hong Xie;  Ji-Song Guan;  Yi Zhou
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Brain-inspired learning  autoencoder  robustness  adversarial attack  generative model  
模糊认知图学习算法及应用综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 450-474
Authors:  刘晓倩;  张英俊;  秦家虎;  李卓凡;  梁伟玲;  李宗溪
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模糊认知图  学习范式  因果推理  软计算  复杂系统建模  
Bayesian Filtering for High-Dimensional State-Space Models With State Partition and Error Compensation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1239-1249
Authors:  Ke Li;  Shunyi Zhao;  Biao Huang;  Fei Liu
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Bayesian estimation  error compensation  high-dimensional systems  state estimation  state partition  
Recursive Filtering for Stochastic Systems With Filter-and-Forward Successive Relays 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1202-1212
Authors:  Hailong Tan;  Bo Shen;  Qi Li;  Hongjian Liu
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Filter-and-forward successive relay (FFSR)  recursive filtering  relay network  stochastic system  time-varying system  
It takes two: Dual Branch Augmentation Module for domain generalization 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
Authors:  Li, Jingwei;  Li, Yuan;  Tan, Jie;  Liu, Chengbao
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Domain generalization  Fourier transform  Uncertainty calibration  Test-time adaptation  
Text-to-Image Vehicle Re-Identification: Multi-Scale Multi-View Cross-Modal Alignment Network and a Unified Benchmark 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 14
Authors:  Ding, Leqi;  Liu, Lei;  Huang, Yan;  Li, Chenglong;  Zhang, Cheng;  Wang, Wei;  Wang, Liang
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Task analysis  Feature extraction  Visualization  Training  Electronic mail  Benchmark testing  Trajectory  Text-to-image vehicle re-identification  cross-modal alignment  multi-scale multi-view analysis  benchmark dataset  
Target Controllability of Multiplex Networks With Weighted Interlayer Edges 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 卷号: 11, 期号: 1, 页码: 313-325
Authors:  Ding, Jie;  Zhang, Yaozhong;  Song, Kun;  Li, Guoqi;  Wang, Wei;  Liu, Kexin
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Multiplex networks  weighted networks  target controllability  minimum cost max flow  
Involving Distinguished Temporal Graph Convolutional Networks for Skeleton-Based Temporal Action Segmentation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 647-660
Authors:  Li, Yun-Heng;  Liu, Kai-Yuan;  Liu, Sheng-Lan;  Feng, Lin;  Qiao, Hong
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Feature extraction  Motion segmentation  Correlation  Convolution  Topology  Convolutional neural networks  Solid modeling  Skeleton-based temporal action segmentation  enhanced spatial graph structure  segmented encoding