Towards Better Gradient Consistency for Neural Signed Distance Functions
via Level Set Alignment

Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment

19 May 2023

Papers citing "Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment"

10 / 10 papers shown

Title
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 38 9 0 04 Jul 2024
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 30 36 0 22 Aug 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 19 23 0 02 Jun 2023
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids Albert Pumarola A. Sanakoyeu Lior Yariv Ali K. Thabet Y. Lipman AI4CE 42 22 0 25 Mar 2023
CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Yi Fang Zhizhong Han 3DPC 39 42 0 06 Oct 2022
Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction Qiancheng Fu Qingshan Xu Yew-Soon Ong Wenbing Tao 3DV 73 202 0 31 May 2022
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds Tianyang Li Xin Wen Yu-Shen Liu Huapeng Su Zhizhong Han 3DPC 50 52 0 26 Mar 2022
Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds Wenbin Zhao Jiabao Lei Yuxin Wen Jianguo Zhang K. Jia 3DPC 51 32 0 14 Dec 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 214 556 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 212 968 0 10 Mar 2020