Learning Implicit Fields for Generative Shape Modeling

6 December 2018

Papers citing "Learning Implicit Fields for Generative Shape Modeling"

50 / 1,125 papers shown

Title
Text2Tex: Text-driven Texture Synthesis via Diffusion Models Dave Zhenyu Chen Yawar Siddiqui Hsin-Ying Lee Sergey Tulyakov Matthias Nießner DiffM 41 191 0 20 Mar 2023
FullFormer: Generating Shapes Inside Shapes Tejaswini Medi Jawad Tayyub M. Sarmad Frank Lindseth Margret Keuper 40 0 0 20 Mar 2023
$NeTO:Neural Reconstruction of Transparent Objects with Self-Occlusion Aware Refraction-Tracing$ NeTO:Neural Reconstruction of Transparent Objects with Self-Occlusion Aware Refraction-Tracing Zong-Si Li Xiaoxiao Long Yusen Wang Tuo Cao Wenping Wang Fei Luo Chunxia Xiao 48 14 0 20 Mar 2023
SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations Pu Li Jianwei Guo Xiaopeng Zhang Dongming Yan SSL 3DV 3DPC 49 36 0 19 Mar 2023
StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields Kunhao Liu Fangneng Zhan Yiwen Chen Jiahui Zhang Yingchen Yu Abdulmotaleb El Saddik Shijian Lu Eric Xing 65 57 0 19 Mar 2023
PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision Konstantinos Tertikas Pascalidou Despoina Boxiao Pan Jeong Joon Park Mikaela Angelina Uy Ioannis Emiris Yannis Avrithis Leonidas Guibas 51 28 0 16 Mar 2023
Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis Liangchen Song Zhong Li Xuan Gong Lele Chen Zhaoyu Chen Yinghao Xu Junsong Yuan 88 6 0 15 Mar 2023
MeshDiffusion: Score-based Generative 3D Mesh Modeling Zhen Liu Yao Feng Michael J. Black Derek Nowrouzezahrai Liam Paull Wei-yu Liu DiffM 41 152 0 14 Mar 2023
Controllable Mesh Generation Through Sparse Latent Point Diffusion Models Zhaoyang Lyu Jinyi Wang Yuwei An Ya Zhang Dahua Lin Bo Dai DiffM 69 36 0 14 Mar 2023
Frequency-Modulated Point Cloud Rendering with Easy Editing Yi Zhang Xiaoyang Huang Bingbing Ni Teng Li Wenjun Zhang 41 14 0 14 Mar 2023
GECCO: Geometrically-Conditioned Point Diffusion Models M. Tyszkiewicz Pascal Fua Eduard Trulls DiffM 34 21 0 10 Mar 2023
InFusionSurf: Refining Neural RGB-D Surface Reconstruction Using Per-Frame Intrinsic Refinement and TSDF Fusion Prior Learning Seunghwan Lee Gwanmo Park H. Son Jiwon Ryu H. Chae 46 1 0 08 Mar 2023
Neural Vector Fields: Implicit Representation by Explicit Learning Xianghui Yang Guosheng Lin Zhenghao Chen Luping Zhou AI4CE 54 17 0 08 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 62 2 0 06 Mar 2023
Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly Xianghao Xu Paul Guerrero Matthew Fisher S. Chaudhuri Daniel E. Ritchie 3DV 35 7 0 03 Mar 2023
MiShape: 3D Shape Modelling of Mitochondria in Microscopy Abhinanda R. Punnakkal Suyog Jadhav Alexander Horsch Krishna Agarwal Dilip K. Prasad 42 0 0 02 Mar 2023
Diffusion Probabilistic Fields Peiye Zhuang Samira Abnar Jiatao Gu Alex Schwing Joshua M. Susskind Miguel Angel Bautista DiffM 35 25 0 01 Mar 2023
Efficient Implicit Neural Reconstruction Using LiDAR Dongyu Yan Xiaoyang Lyu Jieqi Shi Yi Lin 3DV 32 12 0 28 Feb 2023
Self-Supervised Category-Level Articulated Object Pose Estimation with Part-Level SE(3) Equivariance Xueyi Liu Ji Zhang Ruizhen Hu Haibin Huang He Wang Li Yi 3DPC 34 21 0 28 Feb 2023
LaplacianFusion: Detailed 3D Clothed-Human Body Reconstruction Hyomin Kim Hyeonseo Nam Jungeon Kim Jaesik Park Seungyong Lee 3DH 35 6 0 28 Feb 2023
Permutation Equivariant Neural Functionals Allan Zhou Kaien Yang Kaylee Burns Adriano Cardace Yiding Jiang Samuel Sokota J. Zico Kolter Chelsea Finn 53 48 0 27 Feb 2023
DisCO: Portrait Distortion Correction with Perspective-Aware 3D GANs Zhixiang Wang Y. Liu Jia-Bin Huang Shiníchi Satoh Sizhuo Ma Gurunandan Krishnan Jian Wang 3DH 70 7 0 23 Feb 2023
Learning Neural Volumetric Representations of Dynamic Humans in Minutes Chen Geng Sida Peng Zhenqi Xu Hujun Bao Xiaowei Zhou 3DH 38 68 0 23 Feb 2023
Variational Autoencoding Neural Operators Jacob H. Seidman Georgios Kissas George J. Pappas P. Perdikaris DRL AI4CE 42 7 0 20 Feb 2023
MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs Seunghyeon Seo D. Han Yeonjin Chang Nojun Kwak 32 45 0 17 Feb 2023
Self-supervised learning of object pose estimation using keypoint prediction Zahra Gharaee Felix Järemo Lawin Per-Erik Forssén 3DPC 42 1 0 14 Feb 2023
Visibility-Aware Pixelwise View Selection for Multi-View Stereo Matching Zhentao Huang Yukun Shi Minglun Gong 3DV 24 1 0 14 Feb 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 42 40 0 14 Feb 2023
Variational Mixture of HyperGenerators for Learning Distributions Over Functions Batuhan Koyuncu Pablo Sánchez-Martín I. Peis Pablo Martínez Olmos Isabel Valera BDL GAN DRL 35 5 0 13 Feb 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 43 47 0 10 Feb 2023
Hyperspectral Image Compression Using Implicit Neural Representation Shima Rezasoltani Faisal Z. Qureshi 25 5 0 08 Feb 2023
NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM Zihan Zhu Songyou Peng Viktor Larsson Zhaopeng Cui Martin R. Oswald Andreas Geiger Marc Pollefeys 3DGS 46 152 0 07 Feb 2023
Factor Fields: A Unified Framework for Neural Fields and Beyond Anpei Chen Zexiang Xu Xinyue Wei Siyu Tang Hao Su Andreas Geiger 48 59 0 02 Feb 2023
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors Zhangyang Xiong Di Kang Derong Jin Weikai Chen Linchao Bao Shuguang Cui Xiaoguang Han 3DH 50 23 0 02 Feb 2023
Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and Manipulation Jingyu Hu Ka-Hei Hui Zhengzhe Liu Ruihui Li Chi-Wing Fu DiffM 36 17 0 01 Feb 2023
A Survey and Benchmark of Automatic Surface Reconstruction from Point Clouds Raphael Sulzer Renaud Marlet Bruno Vallet Loic Landrieu 3DPC 38 25 0 31 Jan 2023
HyperNeRFGAN: Hypernetwork approach to 3D NeRF GAN Adam Kania Artur Kasymov Maciej Ziȩba Przemysław Spurek 47 9 0 27 Jan 2023
D $^2$ CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts Fenggen Yu Qimin Chen Maham Tanveer Ali Mahdavi Amiri Hao Zhang 3DPC 43 26 0 27 Jan 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models Biao Zhang Jiapeng Tang Matthias Niessner Peter Wonka DiffM 57 204 0 26 Jan 2023
InfiniCity: Infinite-Scale City Synthesis C. Lin Hsin-Ying Lee Willi Menapace Menglei Chai Aliaksandr Siarohin Ming-Hsuan Yang Sergey Tulyakov VGen 37 54 0 23 Jan 2023
Versatile Neural Processes for Learning Implicit Neural Representations Zongyu Guo Cuiling Lan Zhizheng Zhang Yan Lu Zhibo Chen 37 13 0 21 Jan 2023
RGB-D-Based Categorical Object Pose and Shape Estimation: Methods, Datasets, and Evaluation Leonard Bruns Patric Jensfelt 63 9 0 19 Jan 2023
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation Tong Wu Jiarui Zhang Xiao Fu Yuxin Wang Jiawei Ren ... Lei Yang Jiaqi Wang Chao Qian Dahua Lin Ziwei Liu 41 216 0 18 Jan 2023
Edge Preserving Implicit Surface Representation of Point Clouds Xiaogang Wang Y. Cheng Liang Wang Jiangbo Lu Kai Xu Guoqiang Xiao 3DPC 40 2 0 12 Jan 2023
Detachable Novel Views Synthesis of Dynamic Scenes Using Distribution-Driven Neural Radiance Fields Boyu Zhang Wenbo Xu Zheng Zhu Guan Huang 50 2 0 01 Jan 2023
Learning Implicit Functions for Dense 3D Shape Correspondence of Generic Objects Feng Liu Xiaoming Liu 3DPC 3DV 46 4 0 29 Dec 2022
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models Jiale Xu Xintao Wang Weihao Cheng Yan-Pei Cao Ying Shan Xiaohu Qie Shenghua Gao 188 163 0 28 Dec 2022
NeRN -- Learning Neural Representations for Neural Networks Maor Ashkenazi Zohar Rimon Ron Vainshtein Shir Levi Elad Richardson Pinchas Mintz Eran Treister 3DH 38 13 0 27 Dec 2022
On the Level Sets and Invariance of Neural Tuning Landscapes Binxu Wang Carlos R. Ponce 26 1 0 26 Dec 2022
FunkNN: Neural Interpolation for Functional Generation AmirEhsan Khorashadizadeh Anadi Chaman Valentin Debarnot Ivan Dokmanić 48 8 0 20 Dec 2022