Multi-Head Attention for Multi-Modal Joint Vehicle Motion Forecasting

Multi-Head Attention for Multi-Modal Joint Vehicle Motion Forecasting

8 October 2019

Jean Pierre Mercat

Guillermo Pita Gil

Papers citing "Multi-Head Attention for Multi-Modal Joint Vehicle Motion Forecasting"

16 / 16 papers shown

Title
Future-Aware Interaction Network For Motion Forecasting Shijie Li Xun Xu S. Yeo Xulei Yang Mamba 88 0 0 09 Mar 2025
Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving Xi Chen Rahul Bhadani Larry Head 66 0 0 01 Aug 2024
FutureNet-LOF: Joint Trajectory Prediction and Lane Occupancy Field Prediction with Future Context Encoding Mingkun Wang Xiaoguang Ren Ruochun Jin Minglong Li Xiaochuan Zhang Changqian Yu Mingxu Wang Wenjing Yang 35 1 0 20 Jun 2024
An Integrating Comprehensive Trajectory Prediction with Risk Potential Field Method for Autonomous Driving Kailu Wu Xing Liu Feiyu Bian Yizhai Zhang Panfeng Huang 19 1 0 01 Apr 2024
Machine Learning for Autonomous Vehicle's Trajectory Prediction: A comprehensive survey, Challenges, and Future Research Directions Vibha Bharilya Neetesh Kumar 13 46 0 12 Jul 2023
WOMD-LiDAR: Raw Sensor Dataset Benchmark for Motion Forecasting K. Chen Runzhou Ge Hang Qiu Rami Ai-Rfou C. Qi ... Mustafa A. Mustafa Ivan Bogun Weiyue Wang Mingxing Tan Drago Anguelov 21 20 0 07 Apr 2023
Hierarchical Model-Based Imitation Learning for Planning in Autonomous Driving Eli Bronstein Mark Palatucci Dominik Notz Brandyn White Alex Kuefler ... Punit Shah Evan Racah Benjamin Frenkel Shimon Whiteson Drago Anguelov 22 57 0 18 Oct 2022
RAP: Risk-Aware Prediction for Robust Planning Haruki Nishimura Jean-Pierre Mercat Blake Wulfe R. McAllister Adrien Gaidon OOD 26 17 0 04 Oct 2022
Wayformer: Motion Forecasting via Simple & Efficient Attention Networks Nigamaa Nayakanti Rami Al-Rfou Aurick Zhou Kratarth Goel Khaled S. Refaat Benjamin Sapp AI4TS 25 233 0 12 Jul 2022
An efficient Deep Spatio-Temporal Context Aware decision Network (DST-CAN) for Predictive Manoeuvre Planning Jayabrata Chowdhury Suresh Sundaram Nishanth Rao N. Sundararajan 6 2 0 20 May 2022
Bootstrap Motion Forecasting With Self-Consistent Constraints Maosheng Ye Jiamiao Xu Xun Xu Tengfei Wang Tongyi Cao Qifeng Chen 25 19 0 12 Apr 2022
Deep Interactive Motion Prediction and Planning: Playing Games with Motion Prediction Models J. Vázquez Alexander Liniger Wilko Schwarting Daniela Rus Luc Van Gool 19 45 0 05 Apr 2022
A Scenario-Based Platform for Testing Autonomous Vehicle Behavior Prediction Models in Simulation Francis Indaheng Edward Kim Kesav Viswanadha Jay Shenoy Jinkyu Kim Daniel J. Fremont S. Seshia 14 9 0 28 Oct 2021
GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation Thomas Gilles S. Sabatini D. Tsishkou B. Stanciulescu Fabien Moutarde 3DH 27 228 0 04 Sep 2021
Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty B. Ivanovic Kuan-Hui Lee P. Tokmakov Blake Wulfe R. McAllister Adrien Gaidon Marco Pavone 17 35 0 26 Apr 2021
LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting Wenyuan Zeng Ming Liang Renjie Liao R. Urtasun GNN 20 176 0 17 Jan 2021