3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds

26 March 2022

Papers citing "3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds"

22 / 22 papers shown

Title
Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation Takeshi Noda C. L. P. Chen Junsheng Zhou Weiqi Zhang Yu-Shen Liu Zhizhong Han 3DPC 50 3 0 31 Mar 2025
3D-WAG: Hierarchical Wavelet-Guided Autoregressive Generation for High-Fidelity 3D Shapes Tejaswini Medi Arianna Rampini Pradyumna Reddy P. Jayaraman M. Keuper DiffM 84 0 0 28 Nov 2024
DiffGS: Functional Gaussian Splatting Diffusion Junsheng Zhou Weiqi Zhang Yu-Shen Liu 3DGS 34 15 0 25 Oct 2024
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis Liang Han Junsheng Zhou Yu-Shen Liu Zhizhong Han 3DGS 35 12 0 24 Oct 2024
Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly Junsheng Zhou Yu-Shen Liu Zhizhong Han ViT 32 9 0 21 Oct 2024
Generative AI Agents in Autonomous Machines: A Safety Perspective Jason J. Jabbour Vijay Janapa Reddi AI4CE 43 4 0 20 Oct 2024
3D-JEPA: A Joint Embedding Predictive Architecture for 3D Self-Supervised Representation Learning Naiwen Hu Haozhe Cheng Yifan Xie Shiqi Li Jihua Zhu AI4TS 3DV 29 0 0 24 Sep 2024
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 44 9 0 04 Jul 2024
UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion Junsheng Zhou Weiqi Zhang Baorui Ma Kanle Shi Yu-Shen Liu Zhizhong Han 45 18 0 10 Apr 2024
NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views Han Huang Yulun Wu Junsheng Zhou G. Gao M. Gu Yu-Shen Liu 30 23 0 21 Dec 2023
Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching Junsheng Zhou Baorui Ma Wenyuan Zhang Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 15 27 0 07 Dec 2023
Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Zhizhong Han 40 36 0 22 Aug 2023
Self-supervised adversarial masking for 3D point cloud representation learning Michal Szachniewicz Wojciech Kozlowski Michal Stypulkowski Maciej Ziȩba 3DPC 16 2 0 11 Jul 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 28 23 0 02 Jun 2023
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds Tianyang Li Xin Wen Yu-Shen Liu Huapeng Su Zhizhong Han 3DPC 55 52 0 26 Mar 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
Dual Transformer for Point Cloud Analysis Xian-Feng Han Yi-Fei Jin Hui Cheng Guoqiang Xiao ViT 36 73 0 27 Apr 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
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 152 768 0 30 Mar 2018
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
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