PreTR: Spatio-Temporal Non-Autoregressive Trajectory Prediction Transformer

Author:

Achaji Lina1,Barry Thierno1,Fouqueray Thibault1,Moreau Julien1,Aioun Francois1,Charpillet Francois2

Affiliation:

1. Technical center of Velizy,Stellantis Group,France,78140

2. Université de Lorraine, CNRS, Inria, LORIA,Nancy,France,54000

Funder

INRIA

Publisher

IEEE

Reference40 articles.

1. Attention, please: A spatio-temporal transformer for 3d human motion prediction;aksan;ArXiv Preprint,2020

2. Adam: A method for stochastic optimization;kingma;ArXiv Preprint,2014

3. Le. Xlnet: Generalized autoregressive pretraining for language understanding;yang;Advances in neural information processing systems,2019

4. Trajectron++: Dynamically-feasible trajectory forecasting with heterogeneous data;salzmann;European Conference on Computer Vision,2020

5. Sequence level training with recurrent neural networks;ranzato;ArXiv Preprint,2015

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. MT-CNN: A Lightweight Spatial-Temporal Convolutional Neural Network for Deep Learning of Complex Trajectory Distributions based on Area Partitioning;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

2. T-EnFP: An Efficient Transformer Encoder-Based System for Driving Behavior Classification;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

3. STIGCN: spatial–temporal interaction-aware graph convolution network for pedestrian trajectory prediction;The Journal of Supercomputing;2023-12-30

4. Pose2Trajectory: Using transformers on body pose to predict tennis player’s trajectory;Journal of Visual Communication and Image Representation;2023-12

5. STPOTR: Simultaneous Human Trajectory and Pose Prediction Using a Non-Autoregressive Transformer for Robot Follow-Ahead;2023 IEEE International Conference on Robotics and Automation (ICRA);2023-05-29

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