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Safe Motion Planning for Autonomous Vehicles by Quantifying Uncertainties of Deep Learning-Enabled Environment Perception 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 2318-2332
作者:  Li, Dachuan;  Liu, Bowen;  Huang, Zijian;  Hao, Qi;  Zhao, Dezong;  Tian, Bin
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/22
Uncertainty  Planning  Three-dimensional displays  Decision making  Detectors  Trajectory  Probabilistic logic  Autonomous driving  motion planning  object detection  Bayesian deep learning  uncertainty quantification  
A Lifetime Management Framework for SOTIF-Oriented Vehicle Dynamics Control: A Data-Driven Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 48-51
作者:  Chen, Jicheng;  Liang, Jingguo;  Teng, Siyu;  Zhang, Hui;  Wang, Fei-Yue
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/22
Safety  Control systems  Vehicle dynamics  Fault diagnosis  Hazards  Autonomous vehicles  Uncertainty  Sustainability  safety of the intended functionality (SOTIF)  intelligent vehicles  adaptive observer  data-driven FDI  fault tolerant control  
Degradation regression with uncertainty for blind super-resolution 期刊论文
NEUROCOMPUTING, 2024, 卷号: 582, 页码: 14
作者:  Li, Shang;  Zhang, Guixuan;  Luo, Zhengxiong;  Liu, Jie;  Zeng, Zhi;  Zhang, Shuwu
收藏  |  浏览/下载：9/0  |  提交时间：2024/07/03
Blind super-resolution  Degradation estimation  Uncertainty learning  
Exploring Rich Semantics for Open-Set Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 5410-5421
作者:  Hu, Yufan;  Gao, Junyu;  Dong, Jianfeng;  Fan, Bin;  Liu, Hongmin
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/03
Semantics  Prototypes  Knowledge graphs  Visualization  Task analysis  Uncertainty  Training  Open-set action recognition  video action recognition  semantic relation modeling  
Revisiting Confidence Estimation: Towards Reliable Failure Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 3370-3387
作者:  Zhu, Fei;  Zhang, Xu-Yao;  Cheng, Zhen;  Liu, Cheng-Lin
收藏  |  浏览/下载：13/0  |  提交时间：2024/07/03
Confidence estimation  uncertainty quantification  failure prediction  misclassification detection  selective classification  out-of-distribution detection  confidence calibration  model reliability  trustworthy  flat minima  
Text2Reaction : Enabling Reactive Task Planning Using Large Language Models 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 卷号: 9, 期号: 5, 页码: 4003-4010
作者:  Yang, Zejun;  Ning, Li;  Wang, Haitao;  Jiang, Tianyu;  Zhang, Shaolin;  Cui, Shaowei;  Jiang, Hao;  Li, Chunpeng;  Wang, Shuo;  Wang, Zhaoqi
收藏  |  浏览/下载：12/0  |  提交时间：2024/07/03
Planning under uncertainty  AI-based methods  learning from demonstration  
Advances in Flexible Robotic Manipulator Systems - Part II: Planning, Control, Applications, and Perspectives 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024, 页码: 10
作者:  Li, Bai;  Li, Xinyuan;  Gao, Hejia;  Wang, Fei-Yue
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
Planning  Vibrations  Trajectory  Uncertainty  Neural networks  End effectors  Splines (mathematics)  Artificial intelligence  flexible material  flexible robotic manipulator  vibration suppression  
It takes two: Dual Branch Augmentation Module for domain generalization 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
作者:  Li, Jingwei;  Li, Yuan;  Tan, Jie;  Liu, Chengbao
Adobe PDF(1630Kb)  |  收藏  |  浏览/下载：96/8  |  提交时间：2024/03/27
Domain generalization  Fourier transform  Uncertainty calibration  Test-time adaptation  
Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15949-15963
作者:  Gao, Junyu;  Chen, Mengyuan;  Xu, Changsheng
收藏  |  浏览/下载：60/0  |  提交时间：2024/03/26
Uncertainty  Location awareness  Reliability  Videos  Noise measurement  Estimation  Deep learning  Weakly-supervised learning  temporal action localization  evidential deep learning  uncertainty estimation  
Weakly Supervised Semantic Segmentation via Box-Driven Masking and Filling Rate Shifting 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15996-16012
作者:  Song, Chunfeng;  Ouyang, Wanli;  Zhang, Zhaoxiang
收藏  |  浏览/下载：65/0  |  提交时间：2024/03/26
Proposals  Uncertainty  Semantics  Semantic segmentation  Annotations  Shape  Adaptation models  Box-driven masking  filling rate  uncertainty mining  weakly supervised segmentation