4DContrast: Contrastive Learning with Dynamic Correspondences for 3D
Scene Understanding

4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding

6 December 2021

Matthias Nießner

Papers citing "4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding"

15 / 15 papers shown

Title
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene Understanding Yuchen Rao Stefan Ainetter Sinisa Stekovic Vincent Lepetit Friedrich Fraundorfer 3DPC 3DV 62 0 0 18 Apr 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 42 1 0 03 Jan 2025
P3P: Pseudo-3D Pre-training for Scaling 3D Masked Autoencoders Xuechao Chen Ying Chen Jialin Li Qiang Nie Hanqiu Deng Qixing Huang Yang Li Yang Li 3DPC 43 0 0 19 Aug 2024
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration Yifan Zhang Siyu Ren Junhui Hou Jinjian Wu Guangming Shi Guangming Shi SSL 3DPC 51 3 0 23 Jan 2024
PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm Haoyi Zhu Honghui Yang Xiaoyang Wu Di Huang Sha Zhang ... Hengshuang Zhao Chunhua Shen Yu Qiao Tong He Wanli Ouyang SSL 43 42 0 12 Oct 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 15 18 0 31 May 2023
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 136 154 0 05 Oct 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 106 235 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 128 618 0 21 Jul 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 142 254 0 14 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 229 3,029 0 09 Mar 2020
ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes C. Qi Xinlei Chen Or Litany Leonidas J. Guibas 3DPC 175 239 0 29 Jan 2020
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 104 193 0 18 Oct 2019
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 108 864 0 03 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 210 13,886 0 02 Dec 2016