Think Twice before Driving: Towards Scalable Decoders for End-to-End
Autonomous Driving

Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving

10 May 2023

Li Chen

Conghui He

Papers citing "Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving"

19 / 19 papers shown

Title
CaRL: Learning Scalable Planning Policies with Simple Rewards Bernhard Jaeger D. Dauner Jens Beißwenger Simon Gerstenecker Kashyap Chitta Andreas Geiger 54 0 0 24 Apr 2025
Target-driven Self-Distillation for Partial Observed Trajectories Forecasting Pengfei Zhu Peng Shu Mengshi Qi Liang Liu Huadong Ma 76 0 0 28 Jan 2025
METDrive: Multi-modal End-to-end Autonomous Driving with Temporal Guidance Ziang Guo Xinhao Lin Zakhar Yagudin Artem Lykov Yong Wang Yanqiang Li Dzmitry Tsetserukou 35 0 0 19 Sep 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 77 8 0 12 Jun 2024
OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving Lening Wang Wenzhao Zheng Yilong Ren Han Jiang Zhiyong Cui Haiyang Yu Jiwen Lu VGen 40 28 0 30 May 2024
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability Shenyuan Gao Jiazhi Yang Li Chen Kashyap Chitta Yihang Qiu Andreas Geiger Jun Zhang Hongyang Li 68 75 0 27 May 2024
Think2Drive: Efficient Reinforcement Learning by Thinking in Latent World Model for Quasi-Realistic Autonomous Driving (in CARLA-v2) Qifeng Li Xiaosong Jia Shaobo Wang Junchi Yan 33 27 0 26 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 36 124 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 33 112 0 12 Dec 2023
Model-Based Imitation Learning for Urban Driving Anthony Hu Gianluca Corrado Nicolas Griffiths Zak Murez Corina Gurau Hudson Yeo Alex Kendall R. Cipolla Jamie Shotton 112 135 0 14 Oct 2022
Exploring Contextual Representation and Multi-Modality for End-to-End Autonomous Driving Shoaib Azam Farzeen Munir Ville Kyrki M. Jeon Witold Pedrycz 53 1 0 13 Oct 2022
BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo Yinhao Li Han Bao Zheng Ge Jinrong Yang Jian‐Yuan Sun Zeming Li 70 110 0 21 Sep 2022
Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe Hongyang Li Chonghao Sima Jifeng Dai Wenhai Wang Lewei Lu ... Xiaosong Jia Siqian Liu Jianping Shi Dahua Lin Yu Qiao 93 138 0 12 Sep 2022
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving Kashyap Chitta Aditya Prakash Bernhard Jaeger Zehao Yu Katrin Renz Andreas Geiger ViT 104 295 0 31 May 2022
Structured Bird's-Eye-View Traffic Scene Understanding from Onboard Images Y. Can Alexander Liniger D. Paudel Luc Van Gool 97 114 0 05 Oct 2021
Learning to drive from a world on rails Di Chen V. Koltun Philipp Krahenbuhl 98 116 0 03 May 2021
Categorical Depth Distribution Network for Monocular 3D Object Detection Cody Reading Ali Harakeh Julia Chae Steven L. Waslander 3DPC 230 484 0 01 Mar 2021
LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving Alexander Cui Sergio Casas Abbas Sadat Renjie Liao R. Urtasun 111 126 0 16 Jan 2021
Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection Jiajun Deng Shaoshuai Shi Pei-Cian Li Wen-gang Zhou Yanyong Zhang Houqiang Li 3DPC 231 842 0 31 Dec 2020