Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction

Author:

Xu Yi1,Bazarjani Armin2,Chi Hyung-gun2,Choi Chiho2,Fu Yun1

Affiliation:

1. Northeastern University

2. Honda Research Institute,USA

Publisher

IEEE

Reference82 articles.

1. Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction

2. Synthesizing Obama

3. ScePT: Scene-consistent, Policy-based Trajectory Predictions for Planning

4. Simultaneous detection and tracking with motion modelling for multiple object tracking;sun;Proceedings of the European Conference on Computer Vision,0

5. Multivariate time series imputation by graph neural networks;cini;Proceedings of the International Conference on Learning Representations,0

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. STVANet: A spatio-temporal visual attention framework with large kernel attention mechanism for citywide traffic dynamics prediction;Expert Systems with Applications;2024-11

2. Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

3. GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

4. Improving Autonomous Driving Safety with POP: A Framework for Accurate Partially Observed Trajectory Predictions;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

5. A light-weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means;Future Generation Computer Systems;2024-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3