Self-supervised Pre-training with Masked Shape Prediction for 3D Scene
Understanding

Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding

8 May 2023

Vladislav Golyanik

Bernt Schiele

Papers citing "Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding"

17 / 17 papers shown

Title
CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery Chenghao Zhang Lubin Fan Shen Cao Bojian Wu Jieping Ye 81 0 0 13 Feb 2025
ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding Guangda Ji Silvan Weder Francis Engelmann Marc Pollefeys Hermann Blum 3DV 69 4 0 17 Oct 2024
Masked Image Modeling: A Survey Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu N. Sebe 72 6 0 13 Aug 2024
NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields Muhammad Zubair Irshad Sergey Zakahrov Vitor Campagnolo Guizilini Adrien Gaidon Z. Kira Rares Ambrus ViT 45 12 0 01 Apr 2024
Improving Distant 3D Object Detection Using 2D Box Supervision Zetong Yang Zhiding Yu Chris Choy Renhao Wang A. Anandkumar Jose M. Alvarez 32 3 0 14 Mar 2024
Point Cloud Mamba: Point Cloud Learning via State Space Model Tao Zhang Xiangtai Li Haobo Yuan Shunping Ji Shuicheng Yan 37 19 0 01 Mar 2024
Visual Point Cloud Forecasting enables Scalable Autonomous Driving Zetong Yang Li Chen Yanan Sun Hongyang Li 3DPC 27 40 0 29 Dec 2023
Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation Xianghui Xie Bharat Lal Bhatnagar J. E. Lenssen Gerard Pons-Moll 3DH 37 13 0 12 Dec 2023
FATE: Feature-Agnostic Transformer-based Encoder for learning generalized embedding spaces in flow cytometry data Lisa Weijler Florian Kowarsch Michael Reiter Pedro Hermosilla Margarita Maurer-Granofszky Michael N. Dworzak MedIm 19 2 0 06 Nov 2023
BEV-MAE: Bird's Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving Scenarios Zhiwei Lin Yongtao Wang Shengxiang Qi Nan Dong Ming-Hsuan Yang 3DPC 16 13 0 12 Dec 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 308 7,443 0 11 Nov 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 164 154 0 05 Oct 2021
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection Shaoshuai Shi Li Jiang Jiajun Deng Zhe Wang Chaoxu Guo Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 139 407 0 31 Jan 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 126 268 0 07 Jan 2021
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 141 622 0 21 Jul 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 160 256 0 14 Mar 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016