UniScene: Multi-Camera Unified Pre-training via 3D Scene Reconstruction
for Autonomous Driving

UniScene: Multi-Camera Unified Pre-training via 3D Scene Reconstruction for Autonomous Driving

30 May 2023

Papers citing "UniScene: Multi-Camera Unified Pre-training via 3D Scene Reconstruction for Autonomous Driving"

12 / 12 papers shown

Title
GEOcc: Geometrically Enhanced 3D Occupancy Network with Implicit-Explicit Depth Fusion and Contextual Self-Supervision Xin Tan Wenbin Wu Zhiwei Zhang Chaojie Fan Yong Peng Zhizhong Zhang Yuan Xie Lizhuang Ma 47 9 0 17 May 2024
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko Alexandre Boulch Spyros Gidaris Andrei Bursuc Antonín Vobecký Patrick Pérez Renaud Marlet 3DPC 25 7 0 22 Apr 2024
Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving Xiaoyu Tian Tao Jiang Longfei Yun Yucheng Mao Huitong Yang Yue Wang Yilun Wang Hang Zhao 3DPC 3DV 60 200 0 27 Apr 2023
Exploring Recurrent Long-term Temporal Fusion for Multi-view 3D Perception Chunrui Han Jinrong Yang Jian‐Yuan Sun Zheng Ge Runpei Dong Hongyu Zhou Weixin Mao Yuang Peng Xiangyu Zhang 42 57 0 10 Mar 2023
OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception Xiaofeng Wang Zhengbiao Zhu Wenbo Xu Yunpeng Zhang Yi Wei Xu Chi Yun Ye Dalong Du Jiwen Lu Xingang Wang 58 147 0 07 Mar 2023
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review Yining Shi Kun Jiang Jiusi Li Zelin Qian Jun Wen Mengmeng Yang Ke Wang Diange Yang 61 25 0 02 Mar 2023
Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection Jinhyung D. Park Chenfeng Xu Shijia Yang Kurt Keutzer Kris M. Kitani M. Tomizuka Wei Zhan 76 153 0 05 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 66 110 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 88 91 0 12 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network Zizhuang Wei Qingtian Zhu Chen Min Yisong Chen Guoping Wang 3DV 85 113 0 09 Aug 2021
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection Benjin Zhu Zhengkai Jiang Xiangxin Zhou Zeming Li Gang Yu 3DPC 155 482 0 26 Aug 2019