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CASIA OpenIR

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Learnable faster kernel-PCA for nonlinear fault detection: Deep autoencoder-based realization 期刊论文
JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2024, 卷号: 40, 页码: 13
作者:  Ren, Zelin;  Jiang, Yuchen;  Yang, Xuebing;  Tang, Yongqiang;  Zhang, Wensheng
收藏  |  浏览/下载：2/0  |  提交时间：2024/07/22
Kernel Principal Component Analysis (KPCA)  Fault detection  Process monitoring  Autoencoder  Data-driven  
Graph Structure Aware Contrastive Multi-View Clustering 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 3, 页码: 260-274
作者:  Chen, Rui;  Tang, Yongqiang;  Cai, Xiangrui;  Yuan, Xiaojie;  Feng, Wenlong;  Zhang, Wensheng
收藏  |  浏览/下载：13/0  |  提交时间：2024/07/04
Correlation  Semantics  Big Data  Representation learning  Data models  Data mining  Analytical models  Contrastive learning  deep representation  graph embedding  multi-view clustering  
WATCHER: Wavelet-Guided Texture-Content Hierarchical Relation Learning for Deepfake Detection 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 页码: 22
作者:  Wang, Yuan;  Chen, Chen;  Zhang, Ning;  Hu, Xiyuan
收藏  |  浏览/下载：10/0  |  提交时间：2024/07/04
Face forgery detection  Texture features  Attention maps learning  Relation-aware feature fusion  
Correntropy-Induced Wasserstein GCN: Learning Graph Embedding via Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 页码: 3980-3993
作者:  Wei Wang;  Gaowei Zhang;  Hongyong Han;  Chi Zhang
Adobe PDF(8686Kb)  |  收藏  |  浏览/下载：21/8  |  提交时间：2024/06/27
CSIR: Cascaded Sliding CVAEs with lterative Socially-Aware Rethinking for Trajectory Prediction 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: -
作者:  Zhou H(周浩);  Yang X(杨旭);  Ming-Yu Fan;  Hai Huang;  Dongchun Ren
Adobe PDF(4364Kb)  |  收藏  |  浏览/下载：20/6  |  提交时间：2024/06/21
Diff-pcg: diffusion point cloud generation conditioned on continuous normalizing flow 期刊论文
The Visual Computer, 2024, 页码: 1-15
作者:  Yu T(余挺);  Meng WL(孟维亮);  Wu ZQ(吴仲琦);  Guo JW(郭建伟);  Zhang XP(张晓鹏)
Adobe PDF(2471Kb)  |  收藏  |  浏览/下载：37/10  |  提交时间：2024/06/11
3D shape generation  Diffusion model  Continuous normalizing flow  Point cloud  
Pavement Defect Detection with Deep Learning: A Comprehensive Survey 期刊论文
IEEE Transactions on Intelligent Vehicles, 2023, 卷号: 9, 期号: 3, 页码: 4292 - 4311
作者:  Lili Fan;  Dandan Wang;  Junhao Wang;  Yunjie Li;  Yifeng Cao;  Yi Liu;  Xiaoming Chen;  Yutong Wang
Adobe PDF(6287Kb)  |  收藏  |  浏览/下载：51/13  |  提交时间：2024/06/06
Deep learning  pavement defect detection  computer vision  image processing  3D image  
Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: 10.1109/TITS.2024.3400227
作者:  Zeyu Gao;  Yao Mu;  Chen Chen;  Jingliang Duan;  Ping Luo;  Yanfeng Lu;  Shengbo Eben Li
Adobe PDF(3954Kb)  |  收藏  |  浏览/下载：42/16  |  提交时间：2024/06/06
End-to-end autonomous driving  deep reinforcement learning  world model  
Motion Learning for Musculoskeletal Robots Based on Cortex-Inspired Motor Primitives and Modulation 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 2, 页码: 744-756
作者:  Xiaona Wang;  Jiahao Chen;  Wei Wu
Adobe PDF(3444Kb)  |  收藏  |  浏览/下载：37/10  |  提交时间：2024/06/04
Biologically inspired control  motor preparation  motor primitive  musculoskeletal robot  recurrent neural network (RNN)  
Robust Motion Learning for Musculoskeletal Robots Based on a Recurrent Neural Network and Muscle Synergies 期刊论文
IEEE Transactions on Automation Science and Engineering, 2024, 页码: 1-16
作者:  Jiahao Chen;  Wu YX(吴亚雄);  Yao CJ(姚超竞);  Huang X(黄销)
Adobe PDF(4084Kb)  |  收藏  |  浏览/下载：61/15  |  提交时间：2024/06/04
Musculoskeletal system  Robots  Muscles  Reinforcement learning  Robustness  Learning systems  Recurrent neural networks  Musculoskeletal robots  recurrent neural network  muscle synergy  robustness