NetTraj: A Network-based Vehicle Trajectory Prediction Model with Directional Representation and Spatiotemporal Attention Mechanisms

21 June 2021

Papers citing "NetTraj: A Network-based Vehicle Trajectory Prediction Model with Directional Representation and Spatiotemporal Attention Mechanisms"

10 / 10 papers shown

Title
Analyzing sequential activity and travel decisions with interpretable deep inverse reinforcement learning Yuebing Liang Shenhao Wang Jiangbo Yu Zhan Zhao Jinhua Zhao Sandy Pentland 39 0 0 17 Mar 2025
INTENT: Trajectory Prediction Framework with Intention-Guided Contrastive Clustering Yihong Tang Wei-Ying Ma 43 0 0 06 Mar 2025
NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving Chengyue Wang Haicheng Liao Bonan Wang Yanchen Guan Bin Rao Ziyuan Pu Zhiyong Cui Chengzhong Xu Zehan Li GNN 85 4 0 16 Dec 2024
Traj-LLM: A New Exploration for Empowering Trajectory Prediction with Pre-trained Large Language Models Zhengxing Lan Hongbo Li Lingshan Liu Bo Fan Yisheng Lv Yilong Ren Zhiyong Cui 42 16 0 08 May 2024
UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain Generation Yan Lin Jilin Hu S. Guo Bin Yang Christian S. Jensen Youfang Lin Huaiyu Wan 40 0 0 11 Feb 2024
Explainable Trajectory Representation through Dictionary Learning Yuanbo Tang Zhiyuan Peng Yang Li 19 2 0 13 Dec 2023
VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer Armin Danesh Pazho Ghazal Alinezhad Noghre Vinit Katariya Hamed Tabkhi 34 7 0 11 Nov 2023
A deep inverse reinforcement learning approach to route choice modeling with context-dependent rewards Zhan Zhao Yuebing Liang 13 34 0 18 Jun 2022
Dynamic Spatiotemporal Graph Convolutional Neural Networks for Traffic Data Imputation with Complex Missing Patterns Yuebing Liang Zhan Zhao Lijun Sun GNN AI4TS 32 61 0 17 Sep 2021
Deep Learning Methods for Vessel Trajectory Prediction based on Recurrent Neural Networks Samuele Capobianco L. Millefiori N. Forti P. Braca P. Willett 36 134 0 07 Jan 2021