Learning to Infer Implicit Surfaces without 3D Supervision

2 November 2019

Hao Li

Papers citing "Learning to Infer Implicit Surfaces without 3D Supervision"

46 / 46 papers shown

Title
Constraining Gaussian Process Implicit Surfaces for Robot Manipulation via Dataset Refinement Abhinav Kumar Peter Mitrano Dmitry Berenson 25 0 0 30 Sep 2024
HG3-NeRF: Hierarchical Geometric, Semantic, and Photometric Guided Neural Radiance Fields for Sparse View Inputs Zelin Gao Wei-wei Dai Yu Zhang 28 2 0 22 Jan 2024
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 22 23 0 02 Jun 2023
Template-free Articulated Neural Point Clouds for Reposable View Synthesis Lukas Uzolas E. Eisemann Petr Kellnhofer 3DH 29 9 0 30 May 2023
FastMESH: Fast Surface Reconstruction by Hexagonal Mesh-based Neural Rendering Yisu Zhang Jianke Zhu Lixiang Lin 3DV 3DH 19 2 0 29 May 2023
Virtual Occlusions Through Implicit Depth Jamie Watson Mohamed Sayed Z. Qureshi Gabriel J. Brostow Sara Vicente Oisin Mac Aodha Michael Firman 32 7 0 11 May 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 35 2 0 06 Mar 2023
3D Neural Field Generation using Triplane Diffusion J. Shue E. R. Chan Ryan Po Zachary Ankner Jiajun Wu Gordon Wetzstein DiffM 22 232 0 30 Nov 2022
PANeRF: Pseudo-view Augmentation for Improved Neural Radiance Fields Based on Few-shot Inputs Young Chun Ahn Seokhwan Jang Sungheon Park Ji-Yeon Kim Nahyup Kang 13 12 0 23 Nov 2022
Pruning-based Topology Refinement of 3D Mesh using a 2D Alpha Mask Gaétan Landreau M. Tamaazousti 14 0 0 17 Oct 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 50 122 0 19 Sep 2022
Multi-NeuS: 3D Head Portraits from Single Image with Neural Implicit Functions Egor Burkov Ruslan Rakhimov Aleksandr Safin Evgeny Burnaev Victor Lempitsky 3DH 19 7 0 07 Sep 2022
PIFu for the Real World: A Self-supervised Framework to Reconstruct Dressed Human from Single-view Images Zhangyang Xiong Dong Du Yushuang Wu Jing Dong Di Kang Linchao Bao Xiaoguang Han 3DH 16 1 0 23 Aug 2022
PRIF: Primary Ray-based Implicit Function Brandon Yushan Feng Yinda Zhang Danhang Tang Ruofei Du Amitabh Varshney 8 23 0 12 Aug 2022
Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations Tianlong Chen Peihao Wang Zhiwen Fan Zhangyang Wang 19 55 0 04 Jul 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 38 106 0 28 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 20 14 0 13 Jun 2022
Critical Regularizations for Neural Surface Reconstruction in the Wild Jingyang Zhang Yao Yao Shiwei Li Tian Fang David McKinnon Yanghai Tsin Long Quan 18 53 0 07 Jun 2022
RangeUDF: Semantic Surface Reconstruction from 3D Point Clouds Bing Wang Zheng-Sheng Yu Bo Yang Jie Qin T. Breckon Ling Shao Niki Trigoni Andrew Markham 3DPC 3DV 16 16 0 19 Apr 2022
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction Kalyan Vasudev Alwala Abhinav Gupta Shubham Tulsiani 28 30 0 07 Apr 2022
Exemplar-based Pattern Synthesis with Implicit Periodic Field Network Haiwei Chen Jiayi Liu Weikai Chen Shichen Liu Yajie Zhao 3DV GAN 17 4 0 04 Apr 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 22 23 0 31 Mar 2022
NeILF: Neural Incident Light Field for Physically-based Material Estimation Yao Yao Jingyang Zhang Jingbo Liu Yihang Qu Tian Fang David McKinnon Yanghai Tsin Long Quan 34 87 0 14 Mar 2022
3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations M. Lee Chaeyeon Chung Hojun Cho Minjung Kim Sanghun Jung Jaegul Choo Minhyuk Sung DiffM 25 4 0 12 Mar 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 22 125 0 05 Jan 2022
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 41 57 0 21 Dec 2021
Efficient Neural Radiance Fields for Interactive Free-viewpoint Video Haotong Lin Sida Peng Zhen Xu Yunzhi Yan Qing Shuai Hujun Bao Xiaowei Zhou VGen 25 123 0 02 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 51 579 0 01 Dec 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello J. Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 24 444 0 10 Nov 2021
NeuralBlox: Real-Time Neural Representation Fusion for Robust Volumetric Mapping S. Lionar L. Schmid César Cadena Roland Siegwart Andrei Cramariuc 11 19 0 18 Oct 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 21 17 0 13 Oct 2021
A Skeleton-Driven Neural Occupancy Representation for Articulated Hands Korrawe Karunratanakul Adrian Spurr Zicong Fan Otmar Hilliges Siyu Tang 3DH 25 60 0 23 Sep 2021
Seeing Implicit Neural Representations as Fourier Series Nuri Benbarka Timon Hofer Hamd ul Moqeet Riaz A. Zell AI4CE 21 53 0 01 Sep 2021
Differentiable Direct Volume Rendering S. Weiss Rüdiger Westermann 14 29 0 27 Jul 2021
Editing Conditional Radiance Fields Steven Liu Xiuming Zhang Zhoutong Zhang Richard Y. Zhang Jun-Yan Zhu Bryan C. Russell AI4CE 15 257 0 13 May 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 13 735 0 20 Apr 2021
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 25 153 0 26 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 49 955 0 24 Nov 2020
Dynamic Plane Convolutional Occupancy Networks S. Lionar D. Emtsev Dusan Svilarkovic Songyou Peng 3DPC 3DV 17 36 0 11 Nov 2020
Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence Feng Liu Xiaoming Liu 3DPC 33 36 0 23 Oct 2020
Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images Jiahui Lei Srinath Sridhar Paul Guerrero Minhyuk Sung Niloy Mitra Leonidas J. Guibas 3DV 25 29 0 18 Aug 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 16 2,329 0 18 Jun 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 8 329 0 08 Apr 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 38 32 0 12 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 17 54 0 28 Feb 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 30 99 0 19 Feb 2020