Learning to Infer Implicit Surfaces without 3D Supervision

2 November 2019

Hao Li

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

50 / 65 papers shown

Title
Constraining Gaussian Process Implicit Surfaces for Robot Manipulation via Dataset Refinement Abhinav Kumar Peter Mitrano Dmitry Berenson 32 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 40 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 36 23 0 02 Jun 2023
Template-free Articulated Neural Point Clouds for Reposable View Synthesis Lukas Uzolas E. Eisemann Petr Kellnhofer 3DH 35 9 0 30 May 2023
FastMESH: Fast Surface Reconstruction by Hexagonal Mesh-based Neural Rendering Yisu Zhang Jianke Zhu Lixiang Lin 3DV 3DH 24 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 45 7 0 11 May 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 32 28 0 25 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 43 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 55 232 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 33 12 0 23 Nov 2022
Pruning-based Topology Refinement of 3D Mesh using a 2D Alpha Mask Gaétan Landreau M. Tamaazousti 24 0 0 17 Oct 2022
Controllable Radiance Fields for Dynamic Face Synthesis Peiye Zhuang Liqian Ma Oluwasanmi Koyejo A. Schwing CVBM 3DH 18 11 0 11 Oct 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 56 123 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 29 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 39 1 0 23 Aug 2022
PRIF: Primary Ray-based Implicit Function Brandon Yushan Feng Yinda Zhang Danhang Tang Ruofei Du Amitabh Varshney 14 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 36 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 44 106 0 28 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 28 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 28 54 0 07 Jun 2022
3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies Weikai Chen Cheng Lin Weiyang Li Bo Yang 30 31 0 31 May 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 18 16 0 19 Apr 2022
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction Kalyan Vasudev Alwala Abhinav Gupta Shubham Tulsiani 32 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 24 5 0 04 Apr 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 27 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 30 4 0 12 Mar 2022
PINs: Progressive Implicit Networks for Multi-Scale Neural Representations Zoe Landgraf A. Sorkine-Hornung R. Cabral 27 16 0 09 Feb 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 34 125 0 05 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 43 61 0 03 Jan 2022
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 49 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 43 124 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
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 49 616 0 22 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 65 445 0 10 Nov 2021
NeuralBlox: Real-Time Neural Representation Fusion for Robust Volumetric Mapping S. Lionar L. Schmid Cesar Cadena Roland Siegwart Andrei Cramariuc 21 19 0 18 Oct 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 26 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 37 60 0 23 Sep 2021
Seeing Implicit Neural Representations as Fourier Series Nuri Benbarka Timon Hofer Hamd ul Moqeet Riaz A. Zell AI4CE 34 53 0 01 Sep 2021
SIDER: Single-Image Neural Optimization for Facial Geometric Detail Recovery Aggelina Chatziagapi ShahRukh Athar Francesc Moreno-Noguer Dimitris Samaras 3DH 31 10 0 11 Aug 2021
Differentiable Direct Volume Rendering S. Weiss Rüdiger Westermann 33 29 0 27 Jul 2021
DeepMesh: Differentiable Iso-Surface Extraction Benoît Guillard Edoardo Remelli Artem Lukoianov Stephan R. Richter Timur M. Bagautdinov Pierre Baqué Pascal Fua AI4CE 28 20 0 20 Jun 2021
Editing Conditional Radiance Fields Steven Liu Xiuming Zhang Zhoutong Zhang Richard Y. Zhang Jun-Yan Zhu Bryan C. Russell AI4CE 28 258 0 13 May 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 27 737 0 20 Apr 2021
SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 28 67 0 19 Apr 2021
GNeRF: GAN-based Neural Radiance Field without Posed Camera Quan Meng Anpei Chen Haimin Luo Minye Wu Hao Su Lan Xu Xuming He Jingyi Yu 41 199 0 29 Mar 2021
Shelf-Supervised Mesh Prediction in the Wild Yufei Ye Shubham Tulsiani Abhinav Gupta 146 78 0 11 Feb 2021
Deep Optimized Priors for 3D Shape Modeling and Reconstruction Mingyue Yang Yuxin Wen Weikai Chen Yuxiao Chen Kui Jia 21 32 0 14 Dec 2020
D $^2$ IM-Net: Learning Detail Disentangled Implicit Fields from Single Images Manyi Li Hao Zhang 3DV 28 45 0 11 Dec 2020
Shape From Tracing: Towards Reconstructing 3D Object Geometry and SVBRDF Material from Images via Differentiable Path Tracing Purvi Goel L. Cohen James Guesman Vikas Thamizharasan James Tompkin Daniel E. Ritchie 16 15 0 06 Dec 2020