Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision

Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision

23 May 2025

James Jianqiao Yu

Papers citing "Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision"

10 / 10 papers shown

Title
Grid and Road Expressions Are Complementary for Trajectory Representation Learning Silin Zhou Shuo Shang Lisi Chen Peng Han Christian S. Jensen 72 2 0 22 Nov 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 37 5 0 09 Aug 2024
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model Yuanshao Zhu James Jianqiao Yu Xiangyu Zhao Qidong Liu Yongchao Ye Wei Chen Zijian Zhang Xuetao Wei Yuxuan Liang 79 25 0 23 Apr 2024
Contrastive Trajectory Similarity Learning with Dual-Feature Attention Yanchuan Chang Jianzhong Qi Yuxuan Liang E. Tanin 50 36 0 11 Oct 2022
Pre-training General Trajectory Embeddings with Maximum Multi-view Entropy Coding Yan Lin Huaiyu Wan Shengnan Guo Jilin Hu Christian S. Jensen Youfang Lin AI4TS 61 21 0 29 Jul 2022
Multimodal Learning with Transformers: A Survey Peng Xu Xiatian Zhu David Clifton ViT 96 538 0 13 Jun 2022
Deep Spatially and Temporally Aware Similarity Computation for Road Network Constrained Trajectories Ziquan Fang Yuntao Du Xinjun Zhu Lu Chen Yunjun Gao Christian S. Jensen AI4TS 55 61 0 17 Dec 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 139 2,307 0 20 Apr 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 403 40,217 0 22 Oct 2020
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 231 10,152 0 10 Jul 2018