UniSim: A Neural Closed-Loop Sensor Simulator

3 August 2023

Papers citing "UniSim: A Neural Closed-Loop Sensor Simulator"

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Title
Lightning NeRF: Efficient Hybrid Scene Representation for Autonomous Driving Junyi Cao Zhichao Li Naiyan Wang Chao Ma 42 5 0 09 Mar 2024
AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis Tao Tang Guangrun Wang Yixing Lao Peng Chen Jie Liu Liang Lin Kaicheng Yu Xiaodan Liang 38 8 0 27 Feb 2024
Parallelized Spatiotemporal Binding Gautam Singh Yue Wang Jiawei Yang Boris Ivanovic Sungjin Ahn Marco Pavone Tong Che 48 1 0 26 Feb 2024
GaussianPro: 3D Gaussian Splatting with Progressive Propagation Kai-Sheng Cheng Xiaoxiao Long Kaizhi Yang Yao Yao Wei Yin Yuexin Ma Wenping Wang Xuejin Chen 3DGS 58 102 0 22 Feb 2024
Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents Yuxi Wei Zi Wang Yifan Lu Chenxin Xu Chang-rui Liu Hao Zhao Siheng Chen Yanfeng Wang VGen 62 59 0 08 Feb 2024
OASim: an Open and Adaptive Simulator based on Neural Rendering for Autonomous Driving Guohang Yan Jiahao Pi Jianfei Guo Zhaotong Luo Min Dou ... Bo-Wen Zhang Xuemeng Yang Yeqi Bai Hongbin Zhou Botian Shi 17 8 0 06 Feb 2024
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives Sheng Luo Wei Chen Wanxin Tian Rui Liu Luanxuan Hou ... Ling Shao Yi Yang Bojun Gao Qun Li Guobin Wu 51 13 0 05 Feb 2024
S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation Yurui Chen Jingyang Zhang Ziyang Xie Wenye Li Feihu Zhang Jiachen Lu Li Zhang 51 12 0 03 Feb 2024
LimSim++: A Closed-Loop Platform for Deploying Multimodal LLMs in Autonomous Driving Daocheng Fu Wenjie Lei Licheng Wen Pinlong Cai Song Mao Min Dou Botian Shi Yu Qiao 48 27 0 02 Feb 2024
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities Xu Yan Haiming Zhang Yingjie Cai Jingming Guo Weichao Qiu ... Lihui Jiang Wei Zhang Hongbo Zhang Dengxin Dai Bingbing Liu 56 17 0 16 Jan 2024
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects Tianhang Cheng Wei-Chiu Ma Kaiyu Guan Antonio Torralba Shenlong Wang 3DV 43 1 0 10 Jan 2024
Street Gaussians: Modeling Dynamic Urban Scenes with Gaussian Splatting Yunzhi Yan Haotong Lin Chenxu Zhou Weijie Wang Haiyang Sun Kun Zhan Xianpeng Lang Xiaowei Zhou Sida Peng 3DGS 65 57 0 02 Jan 2024
DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes Xiaoyu Zhou Zhiwei Lin Xiaojun Shan Yongtao Wang Deqing Sun Ming-Hsuan Yang 3DGS 42 177 0 13 Dec 2023
LightSim: Neural Lighting Simulation for Urban Scenes Ava Pun Gary Sun Jingkang Wang Yun Chen Ze Yang S. Manivasagam Wei-Chiu Ma R. Urtasun 3DV 28 14 0 11 Dec 2023
Dynamic LiDAR Re-simulation using Compositional Neural Fields Hanfeng Wu Xingxing Zuo Stefan Leutenegger Or Litany Konrad Schindler Shengyu Huang AI4CE 21 7 0 08 Dec 2023
Towards Knowledge-driven Autonomous Driving Xin Li Yeqi Bai Pinlong Cai Licheng Wen Daocheng Fu ... Yikang Li Botian Shi Yong-Jin Liu Liang He Yu Qiao 32 26 0 07 Dec 2023
Evaluating the point cloud of individual trees generated from images based on Neural Radiance fields (NeRF) method Hongyu Huang Guoji Tian Chongcheng Chen 30 3 0 06 Dec 2023
WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation Jiachen Lu Ze Huang Zeyu Yang Jiahui Zhang Li Zhang VGen 22 39 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 39 5 0 04 Dec 2023
Paved2Paradise: Cost-Effective and Scalable LiDAR Simulation by Factoring the Real World Michael A. Alcorn Noah Schwartz 3DV 25 1 0 02 Dec 2023
Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering Yurui Chen Chun Gu Junzhe Jiang Xiatian Zhu Li Zhang 3DGS 35 64 0 30 Nov 2023
UC-NeRF: Neural Radiance Field for Under-Calibrated Multi-view Cameras in Autonomous Driving Kai-Sheng Cheng Xiaoxiao Long Wei Yin Jin Wang Zhiqiang Wu Yuexin Ma Kaixuan Wang Xiaozhi Chen Xuejin Chen 48 20 0 28 Nov 2023
Panacea: Panoramic and Controllable Video Generation for Autonomous Driving Yuqing Wen Yucheng Zhao Yingfei Liu Fan Jia Yanhui Wang Chong Luo Chi Zhang Tiancai Wang Xiaoyan Sun Xiangyu Zhang 72 57 0 28 Nov 2023
DGNR: Density-Guided Neural Point Rendering of Large Driving Scenes Zhuopeng Li Chenming Wu Liangjun Zhang Jian-Zong Zhu 3DV 59 7 0 28 Nov 2023
NeuRAD: Neural Rendering for Autonomous Driving Adam Tonderski Carl Lindström Georg Hess William Ljungbergh Lennart Svensson Christoffer Petersson 37 61 0 26 Nov 2023
Applications of Large Scale Foundation Models for Autonomous Driving Yu Huang Yue Chen Zhu Li ELM AI4CE LRM ALM LM&Ro 61 15 0 20 Nov 2023
Choose Your Simulator Wisely: A Review on Open-source Simulators for Autonomous Driving Yueyuan Li Wei Yuan Songan Zhang Weihao Yan Qiyuan Shen Chunxiang Wang Ming Yang 42 32 0 18 Nov 2023
ASSIST: Interactive Scene Nodes for Scalable and Realistic Indoor Simulation Zhide Zhong Jiakai Cao Songen Gu Sirui Xie Weibo Gao Liyi Luo Zike Yan Hao Zhao Guyue Zhou 29 1 0 10 Nov 2023
Real-Time Neural Rasterization for Large Scenes Jeffrey Yunfan Liu Yun Chen Ze Yang Jingkang Wang S. Manivasagam R. Urtasun AI4TS AI4CE 51 35 0 09 Nov 2023
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision Jiawei Yang Boris Ivanovic Or Litany Xinshuo Weng Seung Wook Kim ... Tong Che Danfei Xu Sanja Fidler Marco Pavone Yue Wang 33 113 0 03 Nov 2023
Adv3D: Generating Safety-Critical 3D Objects through Closed-Loop Simulation Jay Sarva Jingkang Wang James Tu Yuwen Xiong S. Manivasagam R. Urtasun 57 8 0 02 Nov 2023
Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion Lunjun Zhang Yuwen Xiong Ze Yang Sergio Casas Rui Hu R. Urtasun 39 50 0 02 Nov 2023
Data-driven Traffic Simulation: A Comprehensive Review Di Chen Meixin Zhu H. Yang Xuesong Wang Yinhai Wang 26 26 0 24 Oct 2023
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving Honghui Yang Sha Zhang Di Huang Xiaoyang Wu Haoyi Zhu ... Hengshuang Zhao Qibo Qiu Binbin Lin Xiaofei He Wanli Ouyang SSL 33 44 0 12 Oct 2023
Evaluating a VR System for Collecting Safety-Critical Vehicle-Pedestrian Interactions Erica Weng Kenta Mukoya D. Ramanan Kris M. Kitani 24 0 0 09 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 31 18 0 03 Oct 2023
Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering Yasasa Abeysirigoonawardena Kevin Xie Chuhan Chen Salar Hosseini Ruiting Chen Ruiqi Wang Florian Shkurti 36 2 0 27 Sep 2023
ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation Bo-Wen Zhang Xinyu Cai Jiakang Yuan Donglin Yang Jianfei Guo ... Min Dou Tao Chen Si Liu Junchi Yan Yu Qiao 38 10 0 11 Sep 2023
Can you text what is happening? Integrating pre-trained language encoders into trajectory prediction models for autonomous driving Ali Keysan Andreas Look Eitan Kosman Gonca Gürsun Jörg Wagner Yu Yao Barbara Rakitsch 24 29 0 11 Sep 2023
Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception Sishuo Liu Chen Gao Yuan-Hsin Chen Xingyu Peng Xianghao Kong ... Runsheng Xu Wentao Jiang Hao Xiang Jiaqi Ma Miao Wang 40 39 0 31 Aug 2023
Digging into Depth Priors for Outdoor Neural Radiance Fields Chen Wang Jiadai Sun Lina Liu Chenming Wu Zhelun Shen Dayan Wu Yuchao Dai Liangjun Zhang 24 9 0 08 Aug 2023
MARS: An Instance-aware, Modular and Realistic Simulator for Autonomous Driving Zirui Wu Tianyu Liu Liyi Luo Zhide Zhong Jianteng Chen ... Xiaoyu Ye Zike Yan Yongliang Shi Yiyi Liao Hao Zhao 29 121 0 27 Jul 2023
MapNeRF: Incorporating Map Priors into Neural Radiance Fields for Driving View Simulation Chenming Wu Jiadai Sun Zhelun Shen Liangjun Zhang VGen 20 14 0 27 Jul 2023
End-to-end Autonomous Driving: Challenges and Frontiers Li Chen Peng Wu Kashyap Chitta Bernhard Jaeger Andreas Geiger Hongyang Li 3DV 49 264 0 29 Jun 2023
An Overview about Emerging Technologies of Autonomous Driving Yu Huang Yue Chen Zijiang Yang AI4CE 37 6 0 23 Jun 2023
ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling Quanyi Li Zhenghao Peng Lan Feng Zhizheng Liu Chenda Duan Wen-An Mo Bolei Zhou 25 44 0 21 Jun 2023
Neural LiDAR Fields for Novel View Synthesis S. Huang Zan Gojcic Zian Wang Francis Williams Yoni Kasten Sanja Fidler Konrad Schindler Or Litany 72 46 0 02 May 2023
iGibson 2.0: Object-Centric Simulation for Robot Learning of Everyday Household Tasks Chengshu Li Fei Xia Roberto Martín-Martín Michael Lingelbach S. Srivastava ... Karen Liu H. Gweon Jiajun Wu Li Fei-Fei Silvio Savarese LM&Ro 168 223 0 06 Aug 2021
S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling Ze Yang Shenlong Wang S. Manivasagam Zeng Huang Wei-Chiu Ma Xinchen Yan Ersin Yumer R. Urtasun 3DH 75 73 0 17 Jan 2021
TrafficSim: Learning to Simulate Realistic Multi-Agent Behaviors Simon Suo S. Regalado Sergio Casas R. Urtasun 151 224 0 17 Jan 2021