Local Latent Representation based on Geometric Convolution for Particle
Data Feature Exploration

Local Latent Representation based on Geometric Convolution for Particle Data Feature Exploration

27 May 2021

Han-Wei Shen

Papers citing "Local Latent Representation based on Geometric Convolution for Particle Data Feature Exploration"

16 / 16 papers shown

Title
Exploratory Lagrangian-Based Particle Tracing Using Deep Learning Mengjiao Han Sudhanshu Sane Chris R. Johnson 37 18 0 15 Oct 2021
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 61 1,655 0 27 Dec 2019
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers Jiayi Xu Soumya Dutta Wenbin He J. Moortgat Han-Wei Shen 21 6 0 27 Nov 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 157 194 0 18 Oct 2019
LassoNet: Deep Lasso-Selection of 3D Point Clouds Zhutian Chen Wei Zeng Zhiguang Yang Lingyun Yu Chi-Wing Fu Huamin Qu 3DPC 43 44 0 31 Jul 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 131 2,518 0 18 Apr 2019
Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN Shiyi Lan Ruichi Yu Gang Yu L. Davis 3DPC 47 140 0 19 Nov 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 103 1,552 0 17 Nov 2018
Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds Pedro Hermosilla Tobias Ritschel Pere-Pau Vázquez À. Vinacua Timo Ropinski 3DPC 77 260 0 05 Jun 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 107 9,312 0 09 Feb 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 223 6,076 0 24 Jan 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 198 2,429 0 23 Jan 2018
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 254 11,000 0 07 Jun 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 395 14,191 0 02 Dec 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 290 43,154 0 11 Feb 2015
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 169 12,384 0 24 Jun 2012