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652 result(s) for “Autonomous Driving” Page 1 of 14
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A Case Study on LLM-Guided Reinforcement Learning for Decentralized Autonomous Driving AI summary
Timur Anvar, Jeffrey Chen, Yuyan Wang, Rohan Chandra
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A Generalizable Physics-Guided Causal Model for Trajectory Prediction in Autonomous Driving AI summary
Zhenyu Zong, Yuchen Wang, Haohong Lin, Lu Gan, Huajie Shao
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A Synthetic Benchmark for Collaborative 3D Semantic Occupancy Prediction in V2X-Enabled Autonomous Driving AI summary
Hanlin Wu, Pengfei Lin, Ehsan Javanmardi, Naren Bao, Bo Qian, Hao Si, Manabu Tsukada
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AdaThinkDrive: Adaptive Thinking Via Reinforcement Learning for Autonomous Driving AI summary
yuechen luo, Fang LI, Shaoqing Xu, Zhiyi Lai, Lei Yang, Qimao Chen, Ziang Luo, Zixun Xie, Shengyin Jiang, Jiaxin Liu, Long Chen, Bing Wang, Zhi-Xin Yang
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Advancing Off-Road Autonomous Driving: The Large-Scale ORAD-3D Dataset and Comprehensive Benchmarks AI summary
Hanzhang Xue, Hao Fu, Yiming Nie, Qi Zhu, Liang Xiao, Dawei Zhao, Yu Hu
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AttBEV: Enhancing Multi-Modal 3D Object Detection with CBAM Attention in BEVFusion for Autonomous Driving AI summary
Na Zhang, Edmundo Guerra Paradas, Antoni Grau Saldes
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Beyond Scalar Rewards: Distributional Reinforcement Learning with Preordered Objectives for Safe and Reliable Autonomous Driving AI summary
Ahmed Abouelazm, Jonas Michel, Daniel Bogdoll, Philip Schörner, Johann Marius Zöllner
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CAPS: Context-Aware Priority Sampling for Enhanced Imitation Learning in Autonomous Driving AI summary
Hamidreza Mirkhani, Behzad Khamidehi, Ehsan Ahmadi, mohammed elmahgiubi, Weize Zhang, Fazel Arasteh, Umar Rajguru, Kasra Rezaee, Dongfeng Bai
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CoPlanner: An Interactive Motion Planner with Contingency-Aware Diffusion for Autonomous Driving AI summary
Ruiguo Zhong, Ruoyu Yao, Pei Liu, Xiaolong Chen, Rui Yang, Jun Ma
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DRO-EDL-MPC: Evidential Deep Learning-Based Distributionally Robust Model Predictive Control for Safe Autonomous Driving AI summary
Hyeongchan Ham, Heejin Ahn
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DarkDriving: A Real-World Day and Night Aligned Dataset for Autonomous Driving in the Dark Environment AI summary
Wuqi Wang, Haochen Yang, Baolu Li, Jiaqi Sun, Xiangmo Zhao, ZhiGang Xu, Qing Guo, Haigen Min, Tianyun Zhang, Hongkai Yu
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Data Scaling Laws for Imitation Learning-Based End-To-End Autonomous Driving AI summary
Yupeng Zheng, Pengxuan Yang, zhongpu xia, Qichao Zhang, Yuhang Zheng, Ben Lu, Teng Zhang, Chao Han, Weize Li, Songen Gu, Xianpeng Lang, Xiangyuan Lan, Dongbin Zhao
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Drive in Corridors: Enhancing the Safety of End-To-End Autonomous Driving Via Corridor Learning and Planning AI summary
Zhiwei Zhang, Ruichen Yang, Ke Wu, Zijun Xu, Jingchu Liu, Lisen Mu, Zhongxue Gan, Wenchao Ding
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DriveAgent: Multi-Agent Structured Reasoning with LLM and Multimodal Sensor Fusion for Autonomous Driving AI summary
Xinmeng Hou, Wuqi Wang, long yang, Hao Lin, Jinglun Feng, Haigen Min, Xiangmo Zhao
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DriveCritic: Towards Context-Aware, Human-Aligned Evaluation for Autonomous Driving with Vision-Language Models AI summary
Jingyu Song, Zhenxin Li, Shiyi Lan, Xinglong Sun, Nadine Chang, Maying Shen, Jingde Chen, Katherine Skinner, Jose Alvarez
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FASIONAD: Adaptive Uncertainty-Gated Fast�Slow Fusion Framework for Safe Autonomous Driving AI summary
Ziang Luo, Sicong Jiang, Kangan Qian, Zilin Huang, Tianze Zhu, Siwen Jiao, Jinyu Miao, Zheng Fu, Yang Zhong, Yunlong Wang, Hao YE, Mengmeng Yang, Kun Jiang, Diange Yang
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GDP: Enhancing End-To-End Autonomous Driving with Goal-Driven Planner AI summary
Qiming Zhang, Yue Zhao, Yujian Wang, Wei Wang, Zetong Yang, Wei Xu, Yin Zhou, Jun Ma
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GSUC-VLM: Geometrically-Guided Spatial Understanding Chain of Vision Language Model for Autonomous Driving AI summary
Yifan Zhao, Ziyang Zheng, Congjia Chen, Shizhuo Zhang, Huixin Zhang, Wenrui Dai, Fan He, Hongkai Xiong
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GaussianPretrain: A Simple Unified 3D Gaussian Representation for Visual Pre-Training in Autonomous Driving AI summary
Shaoqing Xu, Fang LI, Shengyin Jiang, Ziying Song, Zhi-Xin Yang
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HetroD: A High-Fidelity Drone Dataset and Benchmark for Autonomous Driving in Heterogeneous Traffic AI summary
Yu-Hsiang Chen, Wei-Jer Chang, Christian Kotulla, Thomas Keutgens, Steffen Runde, Tobias Moers, Christoph Klas, Wei Zhan, Masayoshi Tomizuka, Yi-Ting Chen
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Hi-Drive: Hierarchical POMDP Planning for Safe Autonomous Driving in Diverse Urban Environments AI summary
Xuanjin Jin, Chendong Zeng, Shengfa Zhu, Chunxiao Liu, Panpan Cai
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ImagiDrive: A Unified Imagination-And-Planning Framework for Autonomous Driving AI summary
Jingyu Li, Bozhou Zhang, XIN JIN, Jiankang Deng, Xiatian Zhu, Li Zhang
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LSADS-Gaussian: Gaussian Splatting for Large-Scale Autonomous Driving Scene Reconstruction AI summary
Ping Wang, Ben Li, Bo Qian, Chuan Jin, Can Tian, Yusheng Ji
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M3CAD: Towards Generic Cooperative Autonomous Driving Benchmark AI summary
Morui Zhu, Yongqi Zhu, Yihao Zhu, Qi Chen, Deyuan Qu, Song Fu, Qing Yang
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MM-TRELLIS: Point-Cloud Guided Multi-Modal 3D Vehicle Generation in Autonomous Driving AI summary
Xiaoguang Ren, Wenjing Yang, Long Lan
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MMD-OPT : Maximum Mean Discrepancy Based Sample Efficient Collision Risk Minimization for Autonomous Driving AI summary
Basant Sharma, Arun Kumar Singh
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MTRDrive: Memory-Tool Synergistic Reasoning for Robust Autonomous Driving in Corner Cases AI summary
Ziang Luo, Kangan Qian, Jiahua Wang, Jinyu Miao, Zheng Fu, yuechen luo, Yunlong Wang, Sicong Jiang, Zilin Huang, Yifei HU, Yuhao Yang, Hao YE, Mengmeng Yang, Xiaojian Dong, Kun Jiang, Diange Yang
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Mimir: Hierarchical Goal-Driven Diffusion with Uncertainty Propagation for End-To-End Autonomous Driving AI summary
Zebin Xing, Yupeng Zheng, Qichao Zhang, Zhixing Ding, Pengxuan Yang, Songen Gu, zhongpu xia, Dongbin Zhao
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Miniature Testbed for Validating Multi-Agent Cooperative Autonomous Driving AI summary
Hyunchul Bae, Eunjae Lee, Jehyeop Han, Minhee Kang, Jaehyeon Kim, Junggeun Seo, Minkyun Noh, Heejin Ahn
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MoE-Powered Fast VLMs Via Curriculum Learning-Based Knowledge Distillation: Taming Regular and Corner Cases in Autonomous Driving AI summary
Xue Zhao, Zhou Fang
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Nighttime Autonomous Driving Scene Reconstruction with Physically-Based Gaussian Splatting AI summary
Tae-Kyeong Kim, Xingxin Chen, Guile Wu, Chengjie Huang, Dongfeng Bai, Bingbing Liu
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NuRisk: A Visual Question Answering Dataset for Agent-Level Risk Assessment in Autonomous Driving AI summary
Yuan Gao, Mattia Piccinini, Roberto Brusnicki, Yuchen Zhang, Johannes Betz
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Precise and Efficient Collision Prediction under Uncertainty in Autonomous Driving AI summary
Marc Kaufeld, Johannes Betz
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Proactive Risk-Aware Trajectory Planning for Autonomous Driving in Unstructured Environments Via Reinforcement Learning with Adaptive Reward Design AI summary
Jiawei Du, Weiming Qu, Shenghai Yuan, Jia Wang, qifei bai, chengguang li, Xihong Wu, Dingsheng Luo
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SEAL: Towards Safe Autonomous Driving Via Skill-Enabled Adversary Learning for Closed-Loop Scenario Generation AI summary
Benjamin Stoler, Ingrid Navarro, Jonathan Francis, Jean Oh
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SEPT: Standard-Definition Map Enhanced Scene Perception and Topology Reasoning for Autonomous Driving AI summary
Muleilan Pei, Jiayao Shan, Peiliang Li, Jieqi Shi, Jing Huo, Yang Gao, Shaojie Shen
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SRPO: Self-Reflection Policy Optimization for Stable and Robust Autonomous Driving AI summary
Dejin Wang, Seyede Fatemeh Ghoreishi
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STAGE: STyle-Controllable Action GEneration for Personalized Autonomous Driving AI summary
Zihao Liu, Xing Liu, Yizhai Zhang, Panfeng Huang
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SToRM: Supervised Token Reduction for Multi-Modal LLMs Toward Efficient End-To-End Autonomous Driving AI summary
Seo Hyun Kim, Jin Bok Park, Do Yeon Koo, Hogun Park, Il Yong Chun
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Self-Supervised Street Gaussians for Autonomous Driving AI summary
Nan Huang, Xiaobao Wei, Wenzhao Zheng, Pengju An, Ming Lu, Wei Zhan, Masayoshi Tomizuka, Kurt Keutzer, Shanghang Zhang
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Semantic Hierarchy-Guided Adversarial Attack for Autonomous Driving AI summary
Gwangbin Kim, SeungJun Kim
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Semi-SMD: Semi-Supervised Metric Depth Estimation Via Surrounding Cameras for Autonomous Driving AI summary
Yusen Xie, Zhenmin Huang, Shaojie Shen, Jun Ma
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Structured Labeling Enables Faster Vision-Language Models for End-To-End Autonomous Driving AI summary
Hao Jiang, Chuan Hu, Yukang Shi, Yuan He, Ke Wang, Xi Zhang, Zhipeng Zhang
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Trailer-aware End-to-end Autonomous Driving for Tractor-Trailers with Deep Reinforcement Learning AI summary
Congfei Li, Yang Li, Peigen Liu, Rongqi Gu, Zuolei Sun, Yuxiang Sun
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TransDiffuser: Diverse Trajectory Generation with Decorrelated Multi-Modal Representation for End-To-End Autonomous Driving AI summary
Xuefeng Jiang, Yuan Ma, Pengxiang LI, leimeng xu, Xin Wen, Kun Zhan, zhongpu xia, Peng Jia, Xianpeng Lang, Sheng Sun
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Unveiling the Surprising Efficacy of Navigation Understanding in End-To-End Autonomous Driving AI summary
Zhihua Hua, junli Wang, Pengfei Li, Qihao Jin, Bo Zhang, Kehua Sheng, Yilun Chen, Zhongxue Gan, Wenchao Ding
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V2V-GoT: Vehicle-to-Vehicle Cooperative Autonomous Driving with Multimodal Large Language Models and Graph-of-Thoughts AI summary
Hsu-kuang Chiu, Ryo Hachiuma, Chien-Yi Wang, Yu-Chiang Frank Wang, Min-Hung Chen, Stephen F. Smith
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V2V-LLM: Vehicle-To-Vehicle Cooperative Autonomous Driving with Multimodal Large Language Models AI summary
Hsu-kuang Chiu, Ryo Hachiuma, Chien-Yi Wang, Stephen F. Smith, Yu-Chiang Frank Wang, Min-Hung Chen
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VL-DPO: Vision-Language-Guided Finetuning for Preference-Aligned Autonomous Driving AI summary
Zhefan Xu, Ghassen Jerfel, Marina Haliem, Qi Zhao, Jeonhyung Kang, Khaled Refaat
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VLM-E2E: Enhancing End-To-End Autonomous Driving with Multimodal Driver Attention Fusion AI summary
Pei Liu, Haipeng Liu, Haichao Liu, Xin LIU, Jinxin Ni, Jun Ma
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