Linear optimal transport subspaces for point set classification

Linear optimal transport subspaces for point set classification

15 March 2024

M. Shifat-E.-Rabbi

Naqib Sad Pathan

Gustavo K. Rohde

Papers citing "Linear optimal transport subspaces for point set classification"

14 / 14 papers shown

Title
Local Sliced-Wasserstein Feature Sets for Illumination-invariant Face Recognition Zhuang Yan Shiying Li M. Shifat-E.-Rabbi Xuwang Yin A. Rubaiyat Gustavo K. Rohde CVBM 46 8 0 22 Feb 2022
Invariance encoding in sliced-Wasserstein space for image classification with limited training data M. Shifat-E.-Rabbi Yan Zhuang Shiying Li A. Rubaiyat Xuwang Yin Gustavo K. Rohde 70 9 0 09 Jan 2022
SLOSH: Set LOcality Sensitive Hashing via Sliced-Wasserstein Embeddings Yuzhe Lu Xinran Liu Andrea Soltoggio Soheil Kolouri 50 8 0 11 Dec 2021
Linear Optimal Transport Embedding: Provable Wasserstein classification for certain rigid transformations and perturbations Caroline Moosmüller A. Cloninger OT 119 44 0 20 Aug 2020
Partitioning signal classes using transport transforms for data analysis and machine learning Akram Aldroubi Shiying Li Gustavo K. Rohde 20 19 0 08 Aug 2020
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization Qilong Wang Jiangtao Xie W. Zuo Lei Zhang P. Li 60 99 0 15 Apr 2019
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 257 6,144 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 228 2,443 0 23 Jan 2018
Defense against Adversarial Attacks Using High-Level Representation Guided Denoiser Fangzhou Liao Ming Liang Yinpeng Dong Tianyu Pang Xiaolin Hu Jun Zhu 83 886 0 08 Dec 2017
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection Yin Zhou Oncel Tuzel 3DPC 107 3,722 0 17 Nov 2017
Fine-tuning CNN Image Retrieval with No Human Annotation Filip Radenovic Giorgos Tolias Ondřej Chum 84 1,302 0 03 Nov 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 484 14,309 0 02 Dec 2016
Multi-View 3D Object Detection Network for Autonomous Driving Xiaozhi Chen Huimin Ma Ji Wan Bo Li Tian Xia 3DPC 184 2,772 0 23 Nov 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 162 5,524 0 09 Dec 2015