Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud
Analysis

Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis

28 October 2022

Papers citing "Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis"

12 / 12 papers shown

Title
Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence Vencia Herzog Stefan Suwelack 3DPC 21 0 0 12 Oct 2024
Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features Niladri Shekhar Dutt Sanjeev Muralikrishnan Niloy J. Mitra 10 20 0 28 Nov 2023
Point Clouds Are Specialized Images: A Knowledge Transfer Approach for 3D Understanding Jiachen Kang W. Jia Xiangjian He Kin-Man Lam 3DPC 16 2 0 28 Jul 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models You-Chen Liu Lingdong Kong Jun Cen Runnan Chen Wenwei Zhang Liang Pan Kai-xiang Chen Ziwei Liu 9 83 0 15 Jun 2023
Self-Supervised Learning for Point Clouds Data: A Survey Changyu Zeng W. Wang A. Nguyen Yutao Yue 3DPC 14 0 0 09 May 2023
Self-supervised Learning for Pre-Training 3D Point Clouds: A Survey Ben Fei Weidong Yang Liwen Liu Tian-jian Luo Rui Zhang Yixuan Li Ying He 3DPC 13 17 0 08 May 2023
Pri3D: Can 3D Priors Help 2D Representation Learning? Ji Hou Saining Xie Benjamin Graham Angela Dai Matthias Nießner SSL 3DPC MDE 75 76 0 22 Apr 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 120 267 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 136 618 0 21 Jul 2020
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 109 193 0 18 Oct 2019
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
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 161 1,926 0 24 Oct 2016