Contrastive Trajectory Similarity Learning with Dual-Feature Attention

Contrastive Trajectory Similarity Learning with Dual-Feature Attention

11 October 2022

Papers citing "Contrastive Trajectory Similarity Learning with Dual-Feature Attention"

14 / 14 papers shown

Title
Holistic Semantic Representation for Navigational Trajectory Generation Ji Cao Tongya Zheng Qinghong Guo Yu Wang Junshu Dai Shunyu Liu Jie Yang Jie Song Mingli Song 41 0 0 06 Jan 2025
MM-Path: Multi-modal, Multi-granularity Path Representation Learning -- Extended Version Ronghui Xu Hanyin Cheng Chenjuan Guo Hongfan Gao Jiaxi Hu Sean Bin Yang Bin Yang 90 4 0 03 Jan 2025
PTrajM: Efficient and Semantic-rich Trajectory Learning with Pretrained Trajectory-Mamba Yan Lin Yichen Liu Zeyu Zhou Haomin Wen Erwen Zheng Shengnan Guo Youfang Lin Huaiyu Wan Mamba 43 2 0 09 Aug 2024
TrajFM: A Vehicle Trajectory Foundation Model for Region and Task Transferability Yan Lin Tonglong Wei Zeyu Zhou Haomin Wen Jilin Hu Shengnan Guo Youfang Lin Huaiyu Wan 27 3 0 09 Aug 2024
T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation Lihuan Li Hao Xue Yang Song Flora Salim 47 1 0 13 Jun 2024
Revisiting CNNs for Trajectory Similarity Learning Zhihao Chang Linzhu Yu Huan Li Sai Wu Gang Chen Dongxiang Zhang 34 0 0 30 May 2024
PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models Zeyu Zhou Yan Lin Haomin Wen Shengnan Guo Jilin Hu Youfang Lin Huaiyu Wan 42 0 0 21 May 2024
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning Kang Luo Yuanshao Zhu Wei Chen Kun Wang Zhengyang Zhou Sijie Ruan Keli Zhang 44 4 0 22 Apr 2024
Foundation Models for Time Series Analysis: A Tutorial and Survey Keli Zhang Haomin Wen Yuqi Nie Yushan Jiang Ming Jin Dongjin Song Shirui Pan Qingsong Wen AI4TS AI4CE 93 117 0 21 Mar 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Keli Zhang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 63 22 0 21 Mar 2024
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning Zhipeng Ma Zheyan Tu Xinhai Chen Yan Zhang Deguo Xia Guyue Zhou Yilun Chen Yu Zheng Jiangtao Gong SSL 33 12 0 25 Feb 2024
Urban Region Representation Learning with Attentive Fusion Fengze Sun Jianzhong Qi Yanchuan Chang Xiaoliang Fan S. Karunasekera E. Tanin AI4TS 28 5 0 07 Dec 2023
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 113 372 0 18 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 281 3,378 0 09 Mar 2020