Motion Transformer with Global Intention Localization and Local Movement Refinement

27 September 2022

Bernt Schiele

Papers citing "Motion Transformer with Global Intention Localization and Local Movement Refinement"

37 / 37 papers shown

Title
RADE: Learning Risk-Adjustable Driving Environment via Multi-Agent Conditional Diffusion Jiawei Wang Xintao Yan Yao Mu Haowei Sun Zhong Cao Henry X. Liu 50 0 0 06 May 2025
Towards Latency-Aware 3D Streaming Perception for Autonomous Driving Jiaqi Peng Tai Wang Jiangmiao Pang Yuan Shen 33 0 0 27 Apr 2025
Enhancing System Self-Awareness and Trust of AI: A Case Study in Trajectory Prediction and Planning Lars Ullrich Zurab Mujirishvili Knut Graichen 52 0 0 25 Apr 2025
Future-Aware Interaction Network For Motion Forecasting Shijie Li Xun Xu S. Yeo Xulei Yang Mamba 107 0 0 09 Mar 2025
CarPlanner: Consistent Auto-regressive Trajectory Planning for Large-scale Reinforcement Learning in Autonomous Driving Dongkun Zhang Jiaming Liang Ke Guo Sha Lu Qi Wang R. Xiong Zhenwei Miao Yue Wang 61 1 0 27 Feb 2025
Gradient-based Trajectory Optimization with Parallelized Differentiable Traffic Simulation Sanghyun Son L. Zheng Brian Clipp Connor Greenwell Sujin Philip Ming-Chyuan Lin 63 0 0 21 Dec 2024
IGDrivSim: A Benchmark for the Imitation Gap in Autonomous Driving Clémence Grislain Risto Vuorio Cong Lu Shimon Whiteson 24 1 0 07 Nov 2024
Curb Your Attention: Causal Attention Gating for Robust Trajectory Prediction in Autonomous Driving Ehsan Ahmadi Ray Coden Mercurius Soheil Alizadeh K. Rezaee Amir Rasouli AAML 36 0 0 23 Sep 2024
Annealed Winner-Takes-All for Motion Forecasting Yihong Xu Victor Letzelter Mickaël Chen Éloi Zablocki Matthieu Cord 45 1 0 17 Sep 2024
Realistic Extreme Behavior Generation for Improved AV Testing Robert Dyro Matthew Foutter Ruolin Li L. D. Lillo Edward Schmerling Xilin Zhou Marco Pavone AAML 23 1 0 16 Sep 2024
Autonomous Vehicle Controllers From End-to-End Differentiable Simulation Asen Nachkov Danda Pani Paudel Luc Van Gool 19 0 0 12 Sep 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
Think Deep and Fast: Learning Neural Nonlinear Opinion Dynamics from Inverse Dynamic Games for Split-Second Interactions Haimin Hu Jonathan A. DeCastro Deepak Gopinath Guy Rosman Naomi Ehrich Leonard J. F. Fisac 56 5 0 14 Jun 2024
Valeo4Cast: A Modular Approach to End-to-End Forecasting Yihong Xu Éloi Zablocki Alexandre Boulch Gilles Puy Mickaël Chen ... Tuan-Hung Vu Andrei Bursuc Eduardo Valle Renaud Marlet Matthieu Cord 36 1 0 12 Jun 2024
3D Neural Edge Reconstruction Lei Li Songyou Peng Zehao Yu Shaohui Liu Rémi Pautrat Xiaochuan Yin Marc Pollefeys 3DV 26 8 0 29 May 2024
Transfer Learning Study of Motion Transformer-based Trajectory Predictions Lars Ullrich Alex McMaster Knut Graichen 38 3 0 12 Apr 2024
WcDT: World-centric Diffusion Transformer for Traffic Scene Generation Chen Yang Aaron Xuxiang Tian Dong Chen Tianyu Shi Arsalan Heydarian Tianyu Shi Arsalan Heydarian Pei Liu 47 8 0 02 Apr 2024
CMP: Cooperative Motion Prediction with Multi-Agent Communication Zhuoyuan Wu Yuping Wang Hengbo Ma Zhaowei Li Hang Qiu Jiachen Li Jiachen Li 37 8 0 26 Mar 2024
Blending Data-Driven Priors in Dynamic Games Justin Lidard Haimin Hu Asher Hancock Zixu Zhang Albert Gimó Contreras ... Deepak Gopinath Guy Rosman Naomi Ehrich Leonard María Santos J. F. Fisac OffRL 30 5 0 21 Feb 2024
LMDrive: Closed-Loop End-to-End Driving with Large Language Models Hao Shao Yuxuan Hu Letian Wang Steven L. Waslander Yu Liu Hongsheng Li ELM 30 109 0 12 Dec 2023
MGTR: Multi-Granular Transformer for Motion Prediction with LiDAR Yi Gan Hao Xiao Yizhe Zhao Ethan Zhang Zhe Huang Xin Ye Lingting Ge 20 15 0 05 Dec 2023
SceneDM: Scene-level Multi-agent Trajectory Generation with Consistent Diffusion Models Zhiming Guo Xing Gao Jianlan Zhou Xinyu Cai Botian Shi DiffM 16 22 0 27 Nov 2023
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation Haiyang Wang Hao Tang Shaoshuai Shi Aoxue Li Zhenguo Li Bernt Schiele Liwei Wang ViT 25 55 0 15 Aug 2023
RedMotion: Motion Prediction via Redundancy Reduction Royden Wagner Ömer Sahin Tas Marvin Klemp Carlos Fernandez Lopez Christoph Stiller 44 6 0 19 Jun 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 27 20 0 07 Apr 2023
CLiNet: Joint Detection of Road Network Centerlines in 2D and 3D David Paz S. Srinivas Yuan Yao Henrik I. Christensen 8 0 0 04 Feb 2023
Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey Huiyun Cao Wenlong Zou Yinkun Wang Ting Song Mengjun Liu AAML 35 4 0 19 Oct 2022
MTR-A: 1st Place Solution for 2022 Waymo Open Dataset Challenge -- Motion Prediction Shaoshuai Shi Li Jiang Dengxin Dai Bernt Schiele 30 17 0 20 Sep 2022
TENET: Transformer Encoding Network for Effective Temporal Flow on Motion Prediction Yuting Wang Hangning Zhou Zhigang Zhang Chen Feng H. Lin ... Shiyu Zhang Jie-Ru Guo Xuefeng Wang Ziyao Xu Chi Zhang ViT 42 15 0 30 Jun 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang X. Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 138 703 0 28 Jan 2022
Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset Scott Ettinger Shuyang Cheng Benjamin Caine Chenxi Liu Hang Zhao ... Jiquan Ngiam Vijay Vasudevan Alexander McCauley Jonathon Shlens Drago Anguelov 129 528 0 20 Apr 2021
Identifying Driver Interactions via Conditional Behavior Prediction Ekaterina V. Tolstaya R. Mahjourian Carlton Downey Balakrishnan Varadarajan Benjamin Sapp Drago Anguelov 117 71 0 20 Apr 2021
IntentNet: Learning to Predict Intention from Raw Sensor Data Sergio Casas Wenjie Luo R. Urtasun 3DPC 152 362 0 20 Jan 2021
Implicit Latent Variable Model for Scene-Consistent Motion Forecasting Sergio Casas Cole Gulino Simon Suo Katie Z Luo Renjie Liao R. Urtasun 147 155 0 23 Jul 2020
Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding Seonguk Park Gyubok Lee Manoj Bhat Jimin Seo Minseok Kang Jonathan M Francis Ashwin R. Jadhav Paul Pu Liang Louis-Philippe Morency 128 117 0 06 Mar 2020
Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data Sergio Casas Cole Gulino Renjie Liao R. Urtasun AI4CE 160 211 0 18 Oct 2019
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016