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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：8/0  |  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  
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  
Deep Survival Analysis With Latent Clustering and Contrastive Learning 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 5, 页码: 3090-3101
作者:  Cui, Chang;  Tang, Yongqiang;  Zhang, Wensheng
收藏  |  浏览/下载：9/0  |  提交时间：2024/07/04
Analytical models  Task analysis  Self-supervised learning  Predictive models  Hazards  Data models  Correlation  Survival analysis  deep learning  clustering  contrastive learning  survival prediction  
Self-Organized Routing for Autonomous Vehicles via Deep Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 1, 页码: 426-437
作者:  Pei, Huaxin;  Zhang, Jiawei;  Zhang, Yi;  Xu, Huile;  Li, Li
收藏  |  浏览/下载：9/0  |  提交时间：2024/07/03
Routing  Autonomous vehicles  Vehicle-to-everything  Vehicle dynamics  Estimation  Automation  Traffic congestion  self-organized  deep reinforcement learning  autonomous vehicle  
Enhancing ENSO predictions with self-attention ConvLSTM and temporal embeddings 期刊论文
Frontiers in Marine Science, 2024, 卷号: 11, 页码: 1334210
作者:  Rui, Chuang;  Sun, Zhengya;  Zhang, Wensheng;  Liu, Anan;  Wei, Zhiqiang
Adobe PDF(14474Kb)  |  收藏  |  浏览/下载：42/11  |  提交时间：2024/05/28
El Niño-Southern Oscillation (ENSO)  deep learning for ENSO prediction  self-attention ConvLSTM  temporal embeddings  spring prediction barrier  
IterDepth: Iterative Residual Refinement for Outdoor Self-Supervised Multi-Frame Monocular Depth Estimation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 329-341
作者:  Feng, Cheng;  Chen, Zhen;  Zhang, Congxuan;  Hu, Weiming;  Li, Bing;  Lu, Feng
收藏  |  浏览/下载：62/0  |  提交时间：2024/03/26
Estimation  Iterative methods  Cameras  Task analysis  Feature extraction  Decoding  Training  Monocular depth estimation  iterative refinement  self-supervised learning  deep learning