SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks

8 May 2021

Dan Xu

Lei Zhang

Papers citing "SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks"

50 / 64 papers shown

Title
Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation Takeshi Noda C. L. P. Chen Junsheng Zhou Weiqi Zhang Yu-Shen Liu Zhizhong Han 3DPC 45 3 0 31 Mar 2025
Sensing Surface Patches in Volume Rendering for Inferring Signed Distance Functions Sijia Jiang Tong Wu Jing Hua Zhizhong Han 3DV 68 1 0 21 Dec 2024
PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction Yujing Xue Jiaxiang Liu Jiawei Du Joey Tianyi Zhou MDE 74 0 0 10 Dec 2024
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors C. L. P. Chen Yu-Shen Liu Zhizhong Han 45 4 0 25 Oct 2024
Occupancy-Based Dual Contouring Jisung Hwang Minhyuk Sung 29 0 0 20 Sep 2024
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries Amine Ouasfi A. Boukhayma 27 4 0 27 Aug 2024
Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds Shengtao Li G. Gao Yudong Liu M. Gu Yu-Shen Liu 3DPC 35 4 0 18 Jul 2024
SweepNet: Unsupervised Learning Shape Abstraction via Neural Sweepers Mingrui Zhao Yizhi Wang Fenggen Yu Changqing Zou Ali Mahdavi-Amiri 47 0 0 08 Jul 2024
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 44 9 0 04 Jul 2024
PointDreamer: Zero-shot 3D Textured Mesh Reconstruction from Colored Point Cloud Qiao Yu Xianzhi Li Yuan Tang Jinfeng Xu Long Hu Yixue Hao Min Chen 31 0 0 22 Jun 2024
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets Longwen Zhang Ziyu Wang Qixuan Zhang Qiwei Qiu Anqi Pang Haoran Jiang Wei Yang Lan Xu Jingyi Yu DiffM AI4CE VGen 26 116 0 30 May 2024
Diffusing Winding Gradients (DWG): A Parallel and Scalable Method for 3D Reconstruction from Unoriented Point Clouds Weizhou Liu Jiaze Li Xuhui Chen Fei Hou Shiqing Xin Xingce Wang Zhongke Wu Chen Qian Ying He 39 1 0 22 May 2024
NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces by Enforcing Zero Gaussian Curvature Qiujie Dong Rui-Xue Xu Pengfei Wang Shuangmin Chen Shiqing Xin Xiaohong Jia Wenping Wang Changhe Tu 3DV 33 2 0 20 Apr 2024
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation Muer Tie Julong Wei Zhengjun Wang Ke Wu Shansuai Yuan Kaizhao Zhang Jie Jia Jieru Zhao Zhongxue Gan Wenchao Ding 40 7 0 10 Apr 2024
Unsupervised Occupancy Learning from Sparse Point Cloud Amine Ouasfi A. Boukhayma 38 12 0 03 Apr 2024
DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction Jaehyeok Shim Kyungdon Joo 3DPC 3DV 39 1 0 08 Mar 2024
Oriented-grid Encoder for 3D Implicit Representations Arihant Gaur Goncalo Dias Pais Pedro Miraldo 22 0 0 09 Feb 2024
PPSURF: Combining Patches and Point Convolutions for Detailed Surface Reconstruction Philipp Erler Lizeth J. Fuentes Perez Pedro Hermosilla Paul Guerrero Renato Pajarola Michael Wimmer 3DPC 30 0 0 16 Jan 2024
Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking Wei Cao Chang Luo Biao Zhang Matthias Nießner Jiapeng Tang DiffM 56 11 0 12 Jan 2024
GridFormer: Point-Grid Transformer for Surface Reconstruction Shengtao Li G. Gao Yudong Liu Yu-Shen Liu M. Gu 3DPC 23 13 0 04 Jan 2024
Functional Diffusion Biao Zhang Peter Wonka DiffM 89 9 0 26 Nov 2023
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model Amine Ouasfi A. Boukhayma 3DPC OOD 34 9 0 21 Nov 2023
Mixing-Denoising Generalizable Occupancy Networks Amine Ouasfi A. Boukhayma 3DPC AI4CE 3DV 26 8 0 20 Nov 2023
Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors Pengchong Hu Zhizhong Han 33 12 0 17 Oct 2023
Active Implicit Reconstruction Using One-Shot View Planning Hao-Feng Hu Sicong Pan Liren Jin Marija Popović Maren Bennewitz 22 7 0 01 Oct 2023
PHRIT: Parametric Hand Representation with Implicit Template Zhisheng Huang Yujin Chen Di Kang Jinlu Zhang Zhigang Tu 3DH 37 4 0 26 Sep 2023
Neural-Singular-Hessian: Implicit Neural Representation of Unoriented Point Clouds by Enforcing Singular Hessian Zixiong Wang Yunxiao Zhang Rui-Xue Xu Fan Zhang Pengshuai Wang Shuangmin Chen Shiqing Xin Wenping Wang Changhe Tu 25 18 0 04 Sep 2023
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 28 12 0 25 Aug 2023
Coordinate Quantized Neural Implicit Representations for Multi-view Reconstruction Sijia Jiang Jing Hua Zhizhong Han 22 6 0 21 Aug 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 26 23 0 02 Jun 2023
Contextualising Implicit Representations for Semantic Tasks Theo W. Costain Kejie Li V. Prisacariu 16 0 0 22 May 2023
Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment Baorui Ma Junsheng Zhou Yu-Shen Liu Zhizhong Han FedML 21 40 0 19 May 2023
Analysis of Sampling Strategies for Implicit 3D Reconstruction Qiang Liu Xi Yang 3DPC 27 0 0 08 Apr 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 27 28 0 25 Mar 2023
DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis Jiapeng Tang Yinyu Nie Lev Markhasin Angela Dai Justus Thies Matthias Nießner DiffM 58 39 0 24 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 37 2 0 06 Mar 2023
Efficient Implicit Neural Reconstruction Using LiDAR Dongyu Yan Xiaoyang Lyu Jieqi Shi Yi-Tun Lin 3DV 14 12 0 28 Feb 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models Biao Zhang Jiapeng Tang Matthias Niessner Peter Wonka DiffM 25 196 0 26 Jan 2023
Edge Preserving Implicit Surface Representation of Point Clouds Xiaogang Wang Y. Cheng Liang Wang Jiangbo Lu Kai Xu Guoqiang Xiao 3DPC 27 2 0 12 Jan 2023
ARO-Net: Learning Implicit Fields from Anchored Radial Observations Yizhi Wang Zeyu Huang Ariel Shamir Hui Huang Hao Zhang Ruizhen Hu 20 2 0 19 Dec 2022
RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models Jiabao Lei Jiapeng Tang K. Jia DiffM 19 38 0 12 Dec 2022
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction Zhen Wang Shijie Zhou Jeong Joon Park Despoina Paschalidou Suya You Gordon Wetzstein Leonidas J. Guibas A. Kadambi 30 26 0 08 Dec 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 14 19 0 11 Nov 2022
Neural Shape Deformation Priors Jiapeng Tang Lev Markhasin Bi Wang Justus Thies Matthias Nießner 49 27 0 11 Oct 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 30 27 0 18 Jul 2022
PatchComplete: Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen Categories Yuchen Rao Y. Nie Angela Dai 3DPC 3DV 39 19 0 10 Jun 2022
Points2NeRF: Generating Neural Radiance Fields from 3D point cloud D. Zimny Joanna Waczyñska Tomasz Trzciñski P. Spurek 32 18 0 02 Jun 2022
3DILG: Irregular Latent Grids for 3D Generative Modeling Biao Zhang Matthias Nießner Peter Wonka 3DV 30 87 0 27 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren K. Jia 3DV 3DPC 29 60 0 05 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 32 71 0 23 Apr 2022