Point-set Distances for Learning Representations of 3D Point Clouds

Point-set Distances for Learning Representations of 3D Point Clouds

8 February 2021

Quang-Cuong Pham

Tung Pham

Papers citing "Point-set Distances for Learning Representations of 3D Point Clouds"

15 / 15 papers shown

Title
Tree-Sliced Wasserstein Distance with Nonlinear Projection T. Tran Viet-Hoang Tran Thanh T. Chu Trang Pham Laurent El Ghaoui Tam Le T. Nguyen 19 0 0 02 May 2025
LIV-GaussMap: LiDAR-Inertial-Visual Fusion for Real-time 3D Radiance Field Map Rendering Sheng Hong Junjie He Xinhu Zheng Chunran Zheng Shaojie Shen 3DGS 28 29 0 26 Jan 2024
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search Guangyu Meng Ruyu Zhou Liu Liu Peixian Liang Fang Liu Danny Chen M. Niemier X.Sharon Hu 36 0 0 14 Jan 2024
Optimal Transport for Measures with Noisy Tree Metric Tam Le Truyen V. Nguyen Kenji Fukumizu OT 32 4 0 20 Oct 2023
Learning to Shape by Grinding: Cutting-surface-aware Model-based Reinforcement Learning Takumi Hachimine Jun Morimoto Takamitsu Matsubara 21 5 0 04 Aug 2023
Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric Siyu Ren Junhui Hou 20 2 0 01 Jun 2023
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction Tung Le Khai Nguyen Shanlin Sun Kun Han Nhat Ho Xiaohui Xie 32 5 0 27 May 2023
Energy-Based Sliced Wasserstein Distance Khai Nguyen Nhat Ho 25 21 0 26 Apr 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 18 28 0 06 Feb 2023
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction Khai Nguyen Dang Nguyen N. Ho 32 9 0 12 Jan 2023
Hierarchical Sliced Wasserstein Distance Khai Nguyen Tongzheng Ren Huy Nguyen Litu Rout T. Nguyen Nhat Ho 33 19 0 27 Sep 2022
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion Tong Wu Liang Pan Junzhe Zhang Tai Wang Ziwei Liu Dahua Lin 33 123 0 24 Nov 2021
OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary Nikolaos Dionelis Mehrdad Yaghoobi Sotirios A. Tsaftaris OODD 23 6 0 28 Oct 2021
Entropic Gromov-Wasserstein between Gaussian Distributions Khang Le Dung D. Le Huy Nguyen Dat Do Tung Pham Nhat Ho OT 24 18 0 24 Aug 2021
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity Khang Le Huy Nguyen Tung Pham Nhat Ho OT 29 8 0 18 Aug 2021