PiP: Planning-informed Trajectory Prediction for Autonomous Driving

25 March 2020

Wenchao Ding

Shaojie Shen

Papers citing "PiP: Planning-informed Trajectory Prediction for Autonomous Driving"

29 / 29 papers shown

Title
AI2-Active Safety: AI-enabled Interaction-aware Active Safety Analysis with Vehicle Dynamics Keshu Wu Zehan Li Sixu Li Xinyue Ye Dominique Lord Yang Zhou 32 0 0 01 May 2025
Learning Dynamics of a Ball with Differentiable Factor Graph and Roto-Translational Invariant Representations Qingyu Xiao Zixuan Wu Matthew C. Gombolay 94 1 0 24 Feb 2025
C2F-TP: A Coarse-to-Fine Denoising Framework for Uncertainty-Aware Trajectory Prediction Zichen Wang Hao Miao Senzhang Wang Renzhi Wang Jianxin Wang Jian Zhang 85 0 0 17 Dec 2024
Multi-scale Temporal Fusion Transformer for Incomplete Vehicle Trajectory Prediction Zhanwen Liu Chao Li Yang Wang Nan Yang Xing Fan Jiaqi Ma Xiangmo Zhao 32 2 0 02 Sep 2024
MSTF: Multiscale Transformer for Incomplete Trajectory Prediction Zhanwen Liu Chao Li Nan Yang Yang Wang Jiaqi Ma Guangliang Cheng Xiangmo Zhao 35 2 0 08 Jul 2024
Egocentric Scene-aware Human Trajectory Prediction Weizhuo Wang Chenxi Liu Monroe Kennedy 46 0 0 27 Mar 2024
Pioneering SE(2)-Equivariant Trajectory Planning for Automated Driving Steffen Hagedorn Marcel Milich A. P. Condurache 50 4 0 17 Mar 2024
Tractable Joint Prediction and Planning over Discrete Behavior Modes for Urban Driving Adam R. Villaflor Brian Yang Huangyuan Su Katerina Fragkiadaki John M. Dolan Jeff Schneider 47 0 0 12 Mar 2024
Learning Online Belief Prediction for Efficient POMDP Planning in Autonomous Driving Zhiyu Huang Chen Tang Chen Lv Masayoshi Tomizuka Wei Zhan 40 5 0 27 Jan 2024
S-T CRF: Spatial-Temporal Conditional Random Field for Human Trajectory Prediction Pengqian Han Jiamou Liu Jialing He Zeyu Zhang Song Yang Yanni Tang P. Roop 19 1 0 30 Nov 2023
InteRACT: Transformer Models for Human Intent Prediction Conditioned on Robot Actions Kushal Kedia Atiksh Bhardwaj Prithwish Dan Sanjiban Choudhury 32 9 0 21 Nov 2023
Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks Keshu Wu Yang Zhou Haotian Shi Xiaopeng Li Bin Ran 26 14 0 05 Sep 2023
Learning Interaction-aware Motion Prediction Model for Decision-making in Autonomous Driving Zhiyu Huang Haochen Liu Jingda Wu Wenhui Huang Chen Lv 31 17 0 08 Feb 2023
JFP: Joint Future Prediction with Interactive Multi-Agent Modeling for Autonomous Driving Wenjie Luo C. Park Andre Cornman Benjamin Sapp Drago Anguelov 20 37 0 16 Dec 2022
Efficient Speed Planning for Autonomous Driving in Dynamic Environment with Interaction Point Model Yingbing Chen Ren Xin Jie-Zhi Cheng Qingwen Zhang Xiaodong Mei Ming-Yu Liu Lujia Wang 20 13 0 19 Sep 2022
Differentiable Integrated Motion Prediction and Planning with Learnable Cost Function for Autonomous Driving Zhiyu Huang Haochen Liu Jingda Wu Chen Lv 37 92 0 21 Jul 2022
Vehicle Trajectory Prediction on Highways Using Bird Eye View Representations and Deep Learning R. Izquierdo Álvaro Quintanar David Fernández Llorca Iván García Daza N. Hernández Ignacio Parra Miguel Ángel Sotelo 28 22 0 04 Jul 2022
Deep Interactive Motion Prediction and Planning: Playing Games with Motion Prediction Models J. Vázquez Alexander Liniger Wilko Schwarting Daniela Rus Luc Van Gool 24 45 0 05 Apr 2022
Flash: Fast and Light Motion Prediction for Autonomous Driving with Bayesian Inverse Planning and Learned Motion Profiles Morris Antonello M. Dobre Stefano V. Albrecht John Redford S. Ramamoorthy 3DV 37 10 0 15 Mar 2022
Grounding Linguistic Commands to Navigable Regions N. Rufus Kanishk Jain U. R. Nair Vineet Gandhi K. M. Krishna LM&Ro 23 11 0 24 Dec 2021
A Survey on Deep-Learning Approaches for Vehicle Trajectory Prediction in Autonomous Driving Jianbang Liu Xinyu Mao Yuqi Fang Delong Zhu Max Q.-H. Meng 27 57 0 20 Oct 2021
TIP: Task-Informed Motion Prediction for Intelligent Vehicles Xin Huang Guy Rosman A. Jasour Stephen G. McGill J. Leonard B. Williams 40 15 0 17 Oct 2021
Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving Xuanchi Ren Tao Yang Erran L. Li Alexandre Alahi Qifeng Chen 30 24 0 03 Sep 2021
EPSILON: An Efficient Planning System for Automated Vehicles in Highly Interactive Environments Wenchao Ding Lu Zhang Jing Chen Shaojie Shen 27 72 0 18 Aug 2021
Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers Apratim Bhattacharyya Daniel Olmeda Reino Mario Fritz Bernt Schiele 21 25 0 22 Jun 2021
End-to-End Interactive Prediction and Planning with Optical Flow Distillation for Autonomous Driving Hengli Wang Peide Cai Rui Fan Yuxiang Sun Ming-Yu Liu 40 23 0 18 Apr 2021
Learning to Predict Vehicle Trajectories with Model-based Planning Haoran Song Di Luan Wenchao Ding M. Y. Wang Qifeng Chen 24 118 0 06 Mar 2021
Deep Structured Reactive Planning Jerry Liu Wenyuan Zeng R. Urtasun Ersin Yumer 74 30 0 18 Jan 2021
LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting Wenyuan Zeng Ming Liang Renjie Liao R. Urtasun GNN 28 176 0 17 Jan 2021