Learning Representations and Generative Models for 3D Point Clouds

Learning Representations and Generative Models for 3D Point Clouds

8 July 2017

Panos Achlioptas

Ioannis Mitliagkas

Leonidas J. Guibas

Papers citing "Learning Representations and Generative Models for 3D Point Clouds"

15 / 15 papers shown

Title
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 33 7 0 25 Apr 2024
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 19 19 0 02 Mar 2022
Learning Compositional Representation for 4D Captures with Neural ODE Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 11 28 0 15 Mar 2021
Conditional Generative Modeling via Learning the Latent Space Sameera Ramasinghe Kanchana Ranasinghe Salman Khan Nick Barnes Stephen Gould BDL 21 9 0 07 Oct 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 11 45 0 30 Mar 2020
PointHop: An Explainable Machine Learning Method for Point Cloud Classification Min Zhang Haoxuan You Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 9 109 0 30 Jul 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 27 71 0 11 May 2019
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion M. Sarmad H. J. Lee Y. Kim 3DPC 10 180 0 28 Apr 2019
Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks Stefan Milz Martin Simon Kai Fischer Maximilian Pöpperl 3DPC 16 11 0 26 Jan 2019
RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou Ali O. Ulusoy Carolin Schmitt Luc van Gool Andreas Geiger 3DV 11 91 0 06 Jan 2019
MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image Jinglu Wang Bo Sun Yan Lu 3DPC 3DV 14 41 0 23 Nov 2018
Robustness of Conditional GANs to Noisy Labels Kerry J. Halupka A. Khetan Zinan Lin Stephen Moore NoLa 16 79 0 08 Nov 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 15 195 0 12 Oct 2018
Clustering-driven Deep Embedding with Pairwise Constraints Sharon Fogel Hadar Averbuch-Elor Jacob Goldberger Daniel Cohen-Or 3DPC 11 48 0 22 Mar 2018
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 164 1,940 0 24 Oct 2016