TrafficBots V1.5: Traffic Simulation via Conditional VAEs and Transformers with Relative Pose Encoding

16 June 2024

Papers citing "TrafficBots V1.5: Traffic Simulation via Conditional VAEs and Transformers with Relative Pose Encoding"

10 / 10 papers shown

Title
Highly Accurate and Diverse Traffic Data: The DeepScenario Open 3D Dataset Oussema Dhaouadi Johannes Meier Luca Wahl Jacques Kaiser Luca Scalerandi Nick Wandelburg Zhuolun Zhou Nijanthan Berinpanathan Holger Banzhaf Daniel Cremers 42 1 0 24 Apr 2025
DRoPE: Directional Rotary Position Embedding for Efficient Agent Interaction Modeling Jianbo Zhao Taiyu Ban Zhihao Liu Hangning Zhou Xiyang Wang Qibin Zhou Hailong Qin Mu Yang Lei Liu Bin Li 60 0 0 19 Mar 2025
KiGRAS: Kinematic-Driven Generative Model for Realistic Agent Simulation Jianbo Zhao Jiaheng Zhuang Qibin Zhou Taiyu Ban Ziyao Xu Hangning Zhou Junhe Wang Guoan Wang Zhiheng Li Bin Li VGen 16 4 0 17 Jul 2024
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction Zikang Zhou Haibo Hu Xinhong Chen Jianping Wang Nan Guan Kui Wu Yung-Hui Li Yu-Kai Huang Chun Jason Xue AI4CE 31 17 0 27 May 2024
Learning Realistic Traffic Agents in Closed-loop Chris Zhang James Tu Lunjun Zhang Kelvin Wong Simon Suo R. Urtasun 29 18 0 02 Nov 2023
Multiverse Transformer: 1st Place Solution for Waymo Open Sim Agents Challenge 2023 Yu Wang Tiebiao Zhao Fan Yi 24 22 0 20 Jun 2023
TrafficBots: Towards World Models for Autonomous Driving Simulation and Motion Prediction Zhejun Zhang Alexander Liniger Dengxin Dai F. I. F. Richard Yu Luc Van Gool 74 42 0 07 Mar 2023
TrafficSim: Learning to Simulate Realistic Multi-Agent Behaviors Simon Suo S. Regalado Sergio Casas R. Urtasun 140 224 0 17 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
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 14,047 0 02 Dec 2016