Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds

26 March 2022

Papers citing "Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds"

44 / 44 papers shown

Title
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 79 3 0 25 Mar 2025
ARC: Anchored Representation Clouds for High-Resolution INR Classification Joost Luijmes Alexander Gielisse Roman Knyazhitskiy J. C. V. Gemert 47 1 0 19 Mar 2025
MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation Shu Wang Yanbo Gao Shuai Li Chong Lv Xun Cai Chuankun Li Hui Yuan J. Zhang 58 0 0 13 Mar 2025
PINGS: Gaussian Splatting Meets Distance Fields within a Point-Based Implicit Neural Map Yue Pan Xingguang Zhong Liren Jin Louis Wiesmann Marija Popović Jens Behley C. Stachniss 3DGS 72 1 0 09 Feb 2025
A Latent Implicit 3D Shape Model for Multiple Levels of Detail Benoît Guillard Marc Habermann Christian Theobalt Pascal Fua 3DV 48 1 0 10 Sep 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
Unsupervised Occupancy Learning from Sparse Point Cloud Amine Ouasfi A. Boukhayma 38 12 0 03 Apr 2024
Surface Reconstruction from Point Clouds via Grid-based Intersection Prediction Hui Tian Kai Xu 3DPC 3DV 39 1 0 21 Mar 2024
Diverse Part Synthesis for 3D Shape Creation Yanran Guan Oliver Matias van Kaick 3DV 24 1 0 17 Jan 2024
PIN-SLAM: LiDAR SLAM Using a Point-Based Implicit Neural Representation for Achieving Global Map Consistency Yue Pan Xingguang Zhong Louis Wiesmann Thorbjörn Posewsky Jens Behley C. Stachniss 3DPC 3DV 39 33 0 17 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
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings A. Kazerouni Reza Azad Alireza Hosseini Dorit Merhof Ulas Bagci AI4CE 23 14 0 28 Oct 2023
Polyhedral Surface: Self-supervised Point Cloud Reconstruction Based on Polyhedral Surface Hui Tian Kai Xu 3DPC 45 0 0 23 Oct 2023
Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors Pengchong Hu Zhizhong Han 33 12 0 17 Oct 2023
Neural Processing of Tri-Plane Hybrid Neural Fields Adriano Cardace Pierluigi Zama Ramirez Francesco Ballerini Allan Zhou Samuele Salti Luigi Di Stefano AI4CE 15 6 0 02 Oct 2023
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions Z. Chen Zhong Li Liangchen Song Lele Chen Jingyi Yu Junsong Yuan Yinghao Xu 28 57 0 27 Sep 2023
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 30 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
SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting Canyu Zhang Qing-Wu Guo Xiaoguang Li Renjie Wan Hongkai Yu Ivor Tsang Song Wang SupR 43 4 0 26 Jul 2023
Adaptive Local Basis Functions for Shape Completion Hui Ying Tianjia Shao He-Nan Wang Y. Yang Kun Zhou 3DPC 42 4 0 17 Jul 2023
Tensorformer: Normalized Matrix Attention Transformer for High-quality Point Cloud Reconstruction Hui Tian Zheng Qin Renjiao Yi Chenyang Zhu Kai Xu ViT 14 4 0 28 Jun 2023
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations Lu Sang Abhishek Saroha Maolin Gao Daniel Cremers 22 0 0 03 Jun 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
Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment Baorui Ma Junsheng Zhou Yu-Shen Liu Zhizhong Han FedML 26 40 0 19 May 2023
Factored Neural Representation for Scene Understanding Yu-Shiang Wong Niloy J. Mitra OCL 28 4 0 21 Apr 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 29 28 0 25 Mar 2023
Explicit3D: Graph Network with Spatial Inference for Single Image 3D Object Detection Yanjun Liu Wenming Yang 3DPC 27 1 0 13 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
NeAF: Learning Neural Angle Fields for Point Normal Estimation Shujuan Li Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 14 46 0 30 Nov 2022
HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces Qing Li Yu-Shen Liu Jin Cheng Cheng Wang Yi Fang Zhizhong Han 3DPC 40 32 0 13 Oct 2022
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 41 42 0 06 Oct 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 30 27 0 18 Jul 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 by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 32 71 0 23 Apr 2022
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors Baorui Ma Yu-Shen Liu Zhizhong Han 18 71 0 22 Apr 2022
3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow Xin Wen Junsheng Zhou Yu-Shen Liu Zhen Dong Zhizhong Han 3DV 3DPC 29 52 0 29 Mar 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 30 17 0 26 Mar 2022
Multiresolution Deep Implicit Functions for 3D Shape Representation Zhang Chen Yinda Zhang Kyle Genova S. Fanello Sofien Bouaziz Christian Haene Ruofei Du Cem Keskin Thomas Funkhouser Danhang Tang 3DV 67 50 0 12 Sep 2021
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 93 9 0 08 Aug 2021
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 237 558 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 229 971 0 10 Mar 2020