3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud
Pretraining

3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining

14 April 2023

Hao Pan

Peng-shuai Wang

Yang Liu

Papers citing "3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining"

16 / 16 papers shown

Title
Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding Pedro Hermosilla Christian Stippel Leon Sick SSL 3DPC 79 0 0 09 Apr 2025
Uni4D: A Unified Self-Supervised Learning Framework for Point Cloud Videos Zhi Zuo Chenyi Zhuang Zhiqiang Shen Pan Gao Jie Qin 3DPC 32 0 0 07 Apr 2025
Block-to-Scene Pre-training for Point Cloud Hybrid-Domain Masked Autoencoders Yaohua Zha Tao Dai Yanzi Wang Hang Guo Taolin Zhang Zhihao Ouyang Chunlin Fan B. Chen Ke Chen Shu-Tao Xia 3DPC 28 1 0 13 Oct 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-xiong Wang 72 15 0 05 Sep 2024
MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis Takahiko Furuya 3DPC 43 2 0 01 Mar 2024
Swin3D++: Effective Multi-Source Pretraining for 3D Indoor Scene Understanding Yu-Qi Yang Yufeng Guo Yang Liu 3DPC 38 2 0 22 Feb 2024
Instance-aware 3D Semantic Segmentation powered by Shape Generators and Classifiers Bo Sun Qixing Huang Xiangru Huang 3DV 3DPC 30 0 0 21 Nov 2023
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning Dustin Pulver Prithila Angkan Paul Hungler Ali Etemad 32 5 0 01 Aug 2023
Multi-View Representation is What You Need for Point-Cloud Pre-Training Siming Yan Chen Song Youkang Kong Qi-Xing Huang 3DPC 31 2 0 05 Jun 2023
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training Renrui Zhang Ziyu Guo Rongyao Fang Bingyan Zhao Dong Wang Yu Qiao Hongsheng Li Peng Gao 3DPC 178 244 0 28 May 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 43 61 0 03 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 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
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 14,099 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 171 1,940 0 24 Oct 2016