ReasonNet: End-to-End Driving with Temporal and Global Reasoning

17 May 2023

Steven L. Waslander

Papers citing "ReasonNet: End-to-End Driving with Temporal and Global Reasoning"

48 / 48 papers shown

Title
Two Tasks, One Goal: Uniting Motion and Planning for Excellent End To End Autonomous Driving Performance Lin Liu Ziying Song Hongyu Pan Lei Yang Caiyan Jia 28 0 0 17 Apr 2025
AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle Systems Zhuoli Zhuang Cheng-You Lu Yu-Cheng Chang Yu-Kai Wang T. Do Chin-Teng Lin 26 0 0 08 Apr 2025
Unraveling the Effects of Synthetic Data on End-to-End Autonomous Driving Junhao Ge Zuhong Liu Longteng Fan Yifan Jiang Jiaqi Su Yiming Li Zhejun Zhang S. Chen SyDa 72 0 0 23 Mar 2025
SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment Katrin Renz Long Chen Elahe Arani Oleg Sinavski MLLM 62 0 0 12 Mar 2025
DriveTransformer: Unified Transformer for Scalable End-to-End Autonomous Driving Xiaosong Jia Junqi You Zhiyuan Zhang Junchi Yan 42 4 0 07 Mar 2025
BEVDriver: Leveraging BEV Maps in LLMs for Robust Closed-Loop Driving Katharina Winter Mark Azer Fabian B. Flohr 53 0 0 05 Mar 2025
CARLA2Real: a tool for reducing the sim2real gap in CARLA simulator Stefanos Pasios Nikos Nikolaidis 29 1 0 23 Oct 2024
LASER: Script Execution by Autonomous Agents for On-demand Traffic Simulation Hao Gao Jingyue Wang Wenyang Fang Jingwei Xu Yunpeng Huang Taolue Chen Xiaoxing Ma 27 1 0 21 Oct 2024
SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction Yang Zhou Hao Shao Letian Wang Steven L. Waslander Hongsheng Li Yu Liu 32 2 0 11 Oct 2024
DualAD: Dual-Layer Planning for Reasoning in Autonomous Driving Dingrui Wang Marc Kaufeld Johannes Betz 29 0 0 26 Sep 2024
Good Data Is All Imitation Learning Needs Amir Samadi K. Koufos Kurt Debattista M. Dianati OffRL 21 1 0 26 Sep 2024
Mitigating Covariate Shift in Imitation Learning for Autonomous Vehicles Using Latent Space Generative World Models A. Popov Alperen Degirmenci David Wehr Shashank Hegde Ryan Oldja ... David Nistér Urs Muller Ruchi Bhargava Stan Birchfield Nikolai Smolyanskiy 75 9 0 25 Sep 2024
LFP: Efficient and Accurate End-to-End Lane-Level Planning via Camera-LiDAR Fusion Guoliang You Xiaomeng Chu Yifan Duan Xingchen Li Sha Zhang Jianmin Ji Yanyong Zhang 39 0 0 21 Sep 2024
Integrating End-to-End and Modular Driving Approaches for Online Corner Case Detection in Autonomous Driving Gemb Kaljavesi Xiyan Su Frank Diermeyer 25 1 0 02 Sep 2024
Efficient Fusion and Task Guided Embedding for End-to-end Autonomous Driving Yipin Guo Yilin Lang Qinyuan Ren 39 0 0 03 Jul 2024
Solving Motion Planning Tasks with a Scalable Generative Model Yihan Hu Siqi Chai Zhening Yang Jingyu Qian Kun Li Wenxin Shao Haichao Zhang Wei-ping Xu Qiang Liu 36 17 0 03 Jul 2024
NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking D. Dauner Marcel Hallgarten Tianyu Li Xinshuo Weng Zhiyu Huang ... Igor Gilitschenski B. Ivanovic Marco Pavone Andreas Geiger Kashyap Chitta 58 34 0 21 Jun 2024
CarLLaVA: Vision language models for camera-only closed-loop driving Katrin Renz Long Chen Ana-Maria Marcu Jan Hünermann Benoît Hanotte Alice Karnsund Jamie Shotton Elahe Arani Oleg Sinavski VLM 33 17 0 14 Jun 2024
PRIBOOT: A New Data-Driven Expert for Improved Driving Simulations Daniel Coelho Miguel Oliveira Vitor Santos Antonio M. Lopez 24 0 0 12 Jun 2024
Enhancing End-to-End Autonomous Driving with Latent World Model Yingyan Li Lue Fan Jiawei He Yuqi Wang Yuntao Chen Zhaoxiang Zhang Tieniu Tan 67 8 0 12 Jun 2024
Co-driver: VLM-based Autonomous Driving Assistant with Human-like Behavior and Understanding for Complex Road Scenes Ziang Guo Artem Lykov Zakhar Yagudin Mikhail Konenkov Dzmitry Tsetserukou VLM 27 4 0 09 May 2024
Towards Collaborative Autonomous Driving: Simulation Platform and End-to-End System Genjia Liu Yue Hu Chenxin Xu Weibo Mao Junhao Ge ... Yifan Lu Yinda Xu Junkai Xia Yafei Wang Siheng Chen 66 7 0 15 Apr 2024
Can Vehicle Motion Planning Generalize to Realistic Long-tail Scenarios? Marcel Hallgarten Julian Zapata Martin Stoll Katrin Renz Andreas Zell 27 10 0 11 Apr 2024
DriveCoT: Integrating Chain-of-Thought Reasoning with End-to-End Driving Tianqi Wang Enze Xie Ruihang Chu Zhenguo Li Ping Luo LRM 32 15 0 25 Mar 2024
M2DA: Multi-Modal Fusion Transformer Incorporating Driver Attention for Autonomous Driving Dongyang Xu Haokun Li Qingfan Wang Ziying Song Lei Chen Hanming Deng 27 7 0 19 Mar 2024
SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction Yang Zhou Hao Shao Letian Wang Steven L. Waslander Hongsheng Li Yu Liu 36 13 0 18 Mar 2024
Pre-trained Transformer-Enabled Strategies with Human-Guided Fine-Tuning for End-to-end Navigation of Autonomous Vehicles Dong Hu Chao Huang Jingda Wu Hongbo Gao 23 5 0 20 Feb 2024
CARLA-Autoware-Bridge: Facilitating Autonomous Driving Research with a Unified Framework for Simulation and Module Development Gemb Kaljavesi Tobias Kerbl Tobias Betz Kirill Mitkovskii Frank Diermeyer 17 1 0 17 Feb 2024
DriveMLM: Aligning Multi-Modal Large Language Models with Behavioral Planning States for Autonomous Driving Wenhai Wang Jiangwei Xie ChuanYang Hu Haoming Zou Jianan Fan ... Lewei Lu Xizhou Zhu Xiaogang Wang Yu Qiao Jifeng Dai 34 122 0 14 Dec 2023
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
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs Yunsheng Ma Can Cui Xu Cao Wenqian Ye Peiran Liu ... Rohit Gupta Kyungtae Han Aniket Bera James M. Rehg Ziran Wang 21 42 0 07 Dec 2023
Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future Hongyang Li Yang Li Huijie Wang Jia Zeng Huilin Xu ... Kai Yan Beipeng Mu Zhihui Peng Shaoqing Ren Yu Qiao 16 23 0 06 Dec 2023
Object Importance Estimation using Counterfactual Reasoning for Intelligent Driving Pranay Gupta Abhijat Biswas H. Admoni David Held 27 2 0 05 Dec 2023
RiskBench: A Scenario-based Benchmark for Risk Identification Chi-Hsi Kung Chieh-Chi Yang Pang-Yuan Pao Shu-Wei Lu Pin-Lun Chen Hsin-Cheng Lu Yi-Ting Chen 24 5 0 04 Dec 2023
Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes Chi-Hsi Kung Shu-Wei Lu Yi-Hsuan Tsai Yi-Ting Chen 23 6 0 29 Nov 2023
Recent Advancements in End-to-End Autonomous Driving using Deep Learning: A Survey Pranav Singh Chib Pravendra Singh 19 106 0 10 Jul 2023
End-to-end Autonomous Driving: Challenges and Frontiers Li Chen Peng Wu Kashyap Chitta Bernhard Jaeger Andreas Geiger Hongyang Li 3DV 30 260 0 29 Jun 2023
Hidden Biases of End-to-End Driving Models Bernhard Jaeger Kashyap Chitta Andreas Geiger 17 58 0 13 Jun 2023
GeoMIM: Towards Better 3D Knowledge Transfer via Masked Image Modeling for Multi-view 3D Understanding Jihao Liu Tai Wang Boxiao Liu Qihang Zhang Yu Liu Hongsheng Li 25 16 0 20 Mar 2023
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving Kashyap Chitta Aditya Prakash Bernhard Jaeger Zehao Yu Katrin Renz Andreas Geiger ViT 87 291 0 31 May 2022
GRI: General Reinforced Imitation and its Application to Vision-Based Autonomous Driving Raphael Chekroun Marin Toromanoff Sascha Hornauer Fabien Moutarde 23 60 0 16 Nov 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 96 1,289 0 13 Oct 2021
Learning to drive from a world on rails Di Chen V. Koltun Philipp Krahenbuhl 92 116 0 03 May 2021
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras Anthony Hu Zak Murez Nikhil C. Mohan Sofía Dudas Jeffrey Hawke Vijay Badrinarayanan R. Cipolla Alex Kendall 131 254 0 21 Apr 2021
IntentNet: Learning to Predict Intention from Raw Sensor Data Sergio Casas Wenjie Luo R. Urtasun 3DPC 152 362 0 20 Jan 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 208 732 0 07 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi-Xin Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 241 555 0 31 Dec 2020
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