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Learning Implicit Fields for Generative Shape Modeling

6 December 2018

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Papers citing "Learning Implicit Fields for Generative Shape Modeling"

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Title
Variational Autoencoding Neural Operators Jacob H. Seidman Georgios Kissas George J. Pappas P. Perdikaris DRL AI4CE 85 11 0 20 Feb 2023
Self-supervised learning of object pose estimation using keypoint prediction Zahra Gharaee Felix Järemo Lawin Per-Erik Forssén 3DPC 80 1 0 14 Feb 2023
Hyperspectral Image Compression Using Implicit Neural Representation Shima Rezasoltani Faisal Z. Qureshi 50 5 0 08 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 131 23 0 02 Feb 2023
A Survey and Benchmark of Automatic Surface Reconstruction from Point Clouds Raphael Sulzer Renaud Marlet Bruno Vallet Loic Landrieu 3DPC 99 25 0 31 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 107 29 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 166 220 0 26 Jan 2023
Versatile Neural Processes for Learning Implicit Neural Representations Zongyu Guo Cuiling Lan Zhizheng Zhang Yan Lu Zhibo Chen 77 13 0 21 Jan 2023
RGB-D-Based Categorical Object Pose and Shape Estimation: Methods, Datasets, and Evaluation Leonard Bruns Patric Jensfelt 82 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 121 223 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 67 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 75 2 0 01 Jan 2023
Learning Implicit Functions for Dense 3D Shape Correspondence of Generic Objects Feng Liu Xiaoming Liu 3DPC 3DV 82 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 255 165 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 90 13 0 27 Dec 2022
On the Level Sets and Invariance of Neural Tuning Landscapes Binxu Wang Carlos R. Ponce 43 1 0 26 Dec 2022
FunkNN: Neural Interpolation for Functional Generation AmirEhsan Khorashadizadeh Anadi Chaman Valentin Debarnot Ivan Dokmanić 74 8 0 20 Dec 2022
Texture Representation via Analysis and Synthesis with Generative Adversarial Networks Jue-Wen Lin Gaurav Sharma T. Pappas GAN 73 2 0 20 Dec 2022
Correspondence Distillation from NeRF-based GAN Yushi Lan Chen Change Loy Bo Dai 75 9 0 19 Dec 2022
GeoCode: Interpretable Shape Programs Ofek Pearl Itai Lang Yuhua Hu Raymond A. Yeh Rana Hanocka 77 14 0 19 Dec 2022
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis Qijian Zhang Junhui Hou Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 114 28 0 17 Dec 2022
PhoMoH: Implicit Photorealistic 3D Models of Human Heads M. Zanfir Thiemo Alldieck C. Sminchisescu 3DH 102 5 0 14 Dec 2022
ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes Sergey Zakharov Rares Andrei Ambrus Katherine Liu Adrien Gaidon 3DV 103 4 0 12 Dec 2022
RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models Jiabao Lei Jiapeng Tang Kui Jia DiffM 89 38 0 12 Dec 2022
DISCO: Adversarial Defense with Local Implicit Functions Chih-Hui Ho Nuno Vasconcelos AAML 128 39 0 11 Dec 2022
LADIS: Language Disentanglement for 3D Shape Editing Ian Huang Panos Achlioptas Tianyi Zhang Sergey Tulyakov Minhyuk Sung Leonidas Guibas 62 10 0 09 Dec 2022
LoopDraw: a Loop-Based Autoregressive Model for Shape Synthesis and Editing Nam Anh Dinh Haochen Wang G. Shakhnarovich Rana Hanocka 41 2 0 09 Dec 2022
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation Yen-Chi Cheng Hsin-Ying Lee Sergey Tulyakov Alex Schwing Liangyan Gui DiffM 118 255 0 08 Dec 2022
Neural Structure Fields with Application to Crystal Structure Autoencoders Naoya Chiba Yuta Suzuki Tatsunori Taniai Ryo Igarashi Yoshitaka Ushiku Kotaro Saito K. Ono 67 5 0 08 Dec 2022
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution Jingyun Liang Qin Wang Yongqin Xian Yawei Li Bingbing Ni Zhi-peng Pi Peng Sun Yulun Zhang Radu Timofte Luc Van Gool SupR 83 54 0 08 Dec 2022
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction Zhen Wang Shijie Zhou Jeong Joon Park Despoina Paschalidou Suya You Gordon Wetzstein Leonidas Guibas A. Kadambi 88 27 0 08 Dec 2022
Probabilistic Shape Completion by Estimating Canonical Factors with Hierarchical VAE W. Jiang Kostas Daniilidis 3DPC 65 1 0 06 Dec 2022
Diffusion-SDF: Text-to-Shape via Voxelized Diffusion Muheng Li Yueqi Duan Jie Zhou Jiwen Lu DiffM 91 125 0 06 Dec 2022
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields Rohith Agaram Shaurya Dewan Rahul Sajnani A. Poulenard Madhava Krishna Srinath Sridhar 79 6 0 05 Dec 2022
D-TensoRF: Tensorial Radiance Fields for Dynamic Scenes Hankyu Jang Daeyoung Kim 78 24 0 05 Dec 2022
3D-LatentMapper: View Agnostic Single-View Reconstruction of 3D Shapes Alara Dirik Pinar Yanardag 3DV 26 1 0 05 Dec 2022
Neural Fourier Filter Bank Zhijie Wu Yuhe Jin K. M. Yi 65 27 0 04 Dec 2022
3D-LDM: Neural Implicit 3D Shape Generation with Latent Diffusion Models Gimin Nam Mariem Khlifi Andrew Rodriguez Alberto Tono Linqi Zhou Paul Guerrero DiffM 71 68 0 01 Dec 2022
ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields Octave Mariotti Oisin Mac Aodha Hakan Bilen 107 2 0 01 Dec 2022
SinGRAF: Learning a 3D Generative Radiance Field for a Single Scene Minjung Son Jeong Joon Park Leonidas Guibas Gordon Wetzstein 75 12 0 30 Nov 2022
Reconstructing Hand-Held Objects from Monocular Video Di Huang Xiaopeng Ji Xingyi He He Jiaming Sun Tong He Qing Shuai Wanli Ouyang Xiaowei Zhou 3DH 95 25 0 30 Nov 2022
3D Neural Field Generation using Triplane Diffusion J. Shue E. R. Chan Ryan Po Zachary Ankner Jiajun Wu Gordon Wetzstein DiffM 109 243 0 30 Nov 2022
AvatarGen: A 3D Generative Model for Animatable Human Avatars Jianfeng Zhang Zihang Jiang Dingdong Yang Hongyi Xu Yichun Shi Guoxian Song Zhongcong Xu Xinchao Wang Jiashi Feng 3DH 119 77 0 26 Nov 2022
NeuralUDF: Learning Unsigned Distance Fields for Multi-view Reconstruction of Surfaces with Arbitrary Topologies Xiaoxiao Long Chu-Hsing Lin Lingjie Liu Yuan Liu Peng Wang Christian Theobalt Taku Komura Wenping Wang 78 65 0 25 Nov 2022
TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation Nikolai Kalischek T. Peters Jan Dirk Wegner Konrad Schindler DiffM 61 12 0 23 Nov 2022
DeepJoin: Learning a Joint Occupancy, Signed Distance, and Normal Field Function for Shape Repair N. Lamb Sean Banerjee N. Banerjee 3DV 104 8 0 22 Nov 2022
Rethinking Implicit Neural Representations for Vision Learners Yiran Song Qianyu Zhou Lizhuang Ma 85 7 0 22 Nov 2022
An Implicit Parametric Morphable Dental Model Congyi Zhang Mohamed A. Elgharib G. Fox Min Gu Christian Theobalt Wenping Wang 3DH MedIm AI4CE 102 41 0 21 Nov 2022
Magic3D: High-Resolution Text-to-3D Content Creation Chen-Hsuan Lin Jun Gao Luming Tang Towaki Takikawa Fangyin Wei Xun Huang Karsten Kreis Sanja Fidler Ming-Yuan Liu Nayeon Lee 233 1,167 0 18 Nov 2022
CNeRV: Content-adaptive Neural Representation for Visual Data Hao Chen M. Gwilliam Bo He Ser-Nam Lim Abhinav Shrivastava 67 30 1 18 Nov 2022