Fast Learning of Signed Distance Functions from Noisy Point Clouds via
Noise to Noise Mapping

Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping

4 July 2024

Yu-Shen Liu

Zhizhong Han

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Papers citing "Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping"

15 / 15 papers shown

Title
U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching Junsheng Zhou Xingyu Shi Haichuan Song Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 150 1 0 29 Oct 2025
Deep Learning For Point Cloud Denoising: A Survey Chengwei Zhang Xueyi Zhang Mingrui Lao Tao Jiang Xinhao Xu W. Li Fubo Zhang Longyong Chen 3DPC 128 1 0 16 Aug 2025
GAP: Gaussianize Any Point Clouds with Text Guidance Weiqi Zhang Junsheng Zhou Haotian Geng Wenyuan Zhang Yu-Shen Liu 3DGS 185 3 0 07 Aug 2025
SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies Liang Han Xu Zhang Haichuan Song Kanle Shi Yu-Shen Liu Zhizhong Han 175 2 0 01 Aug 2025
NoiseSDF2NoiseSDF: Learning Clean Neural Fields from Noisy Supervision Tengkai Wang Weihao Li Ruikai Cui S. Qiu Nick Barnes 111 0 0 18 Jul 2025
Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid DeformationComputer Vision and Pattern Recognition (CVPR), 2025 Takeshi Noda C. L. P. Chen Junsheng Zhou Weiqi Zhang Yu-Shen Liu Zhizhong Han 3DPC 237 7 0 31 Mar 2025
NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene ReconstructionComputer Vision and Pattern Recognition (CVPR), 2025 Wenyuan Zhang Emily Yue-ting Jia Junsheng Zhou Baorui Ma Kanle Shi Yu-Shen Liu Zhizhong Han 492 9 0 24 Mar 2025
DiffGS: Functional Gaussian Splatting DiffusionNeural Information Processing Systems (NeurIPS), 2024 Junsheng Zhou Weiqi Zhang Yu-Shen Liu 3DGS 463 34 0 25 Oct 2024
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View SynthesisNeural Information Processing Systems (NeurIPS), 2024 Liang Han Junsheng Zhou Yu-Shen Liu Zhizhong Han 3DGS 286 24 0 24 Oct 2024
Zero-Shot Scene Reconstruction from Single Images with Deep Prior AssemblyNeural Information Processing Systems (NeurIPS), 2024 Junsheng Zhou Yu-Shen Liu Zhizhong Han ViT 269 20 0 21 Oct 2024
Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level SetNeural Information Processing Systems (NeurIPS), 2024 Wenyuan Zhang Yu-Shen Liu Zhizhong Han 3DGS 221 37 0 18 Oct 2024
Learning Unsigned Distance Functions from Multi-view Images with Volume Rendering Priors Wenyuan Zhang Kanle Shi Yu-Shen Liu Zhizhong Han 203 15 0 23 Jul 2024
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D CoordinatesEuropean Conference on Computer Vision (ECCV), 2020 Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 415 33 0 12 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and CompletionComputer Vision and Pattern Recognition (CVPR), 2020 Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 421 540 0 03 Mar 2020
SAL: Sign Agnostic Learning of Shapes from Raw DataComputer Vision and Pattern Recognition (CVPR), 2019 Matan Atzmon Y. Lipman 3DPC FedML 391 566 0 23 Nov 2019