Learning Implicit Fields for Generative Shape Modeling

6 December 2018

Papers citing "Learning Implicit Fields for Generative Shape Modeling"

50 / 1,122 papers shown

Title
Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields Matan Atzmon David Novotny Andrea Vedaldi Y. Lipman AI4CE 14 19 0 19 Aug 2021
3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces Mohsen Yavartanoo Jaeyoung Chung Reyhaneh Neshatavar Kyoung Mu Lee 3DV 34 15 0 19 Aug 2021
3D Shapes Local Geometry Codes Learning with SDF Shun Yao Fei Yang Yongmei Cheng M. Mozerov 3DV 24 15 0 19 Aug 2021
Vis2Mesh: Efficient Mesh Reconstruction from Unstructured Point Clouds of Large Scenes with Learned Virtual View Visibility Shuang Song Zhaopeng Cui R. Qin 3DPC 3DV 29 8 0 18 Aug 2021
ARCH++: Animation-Ready Clothed Human Reconstruction Revisited Tong He Yuanlu Xu Shunsuke Saito Stefano Soatto Tony Tung 3DH 38 194 0 17 Aug 2021
Visual Enhanced 3D Point Cloud Reconstruction from A Single Image Guiju Ping M. A. Esfahani Han Wang 31 3 0 17 Aug 2021
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations Zike Yan Yuxin Tian Xuesong Shi Ping Guo Peng Wang H. Zha CLL 21 45 0 12 Aug 2021
SP-GAN: Sphere-Guided 3D Shape Generation and Manipulation Ruihui Li Xianzhi Li Ka-Hei Hui Chi-Wing Fu 30 37 0 10 Aug 2021
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching Chao Chen Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 30 38 0 08 Aug 2021
Object Wake-up: 3D Object Rigging from a Single Image Ji Yang Wei Ji Sen Wang Zhenbo Yu Xingyu Li Bingbing Ni Minglun Gong Li Cheng 3DH 14 6 0 05 Aug 2021
ELLIPSDF: Joint Object Pose and Shape Optimization with a Bi-level Ellipsoid and Signed Distance Function Description Mo Shan Qiaojun Feng You-Yi Jau Nikolay Atanasov 29 11 0 01 Aug 2021
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction Eduard Ramon G. Triginer Janna Escur Albert Pumarola Jaime García Xavier Giró-i-Nieto Francesc Moreno-Noguer 3DH 27 96 0 26 Jul 2021
A Deep Signed Directional Distance Function for Object Shape Representation Ehsan Zobeidi Nikolay Atanasov 3DV 16 13 0 23 Jul 2021
3D Shape Generation with Grid-based Implicit Functions Moritz Ibing I. Lim Leif Kobbelt 39 59 0 22 Jul 2021
Capturing, Reconstructing, and Simulating: the UrbanScene3D Dataset Liqiang Lin Yilin Liu Yue Hu Xingguang Yan Ke Xie Hui Huang 3DPC 3DV 24 78 0 09 Jul 2021
Depth-supervised NeRF: Fewer Views and Faster Training for Free Kangle Deng Andrew Liu Jun-Yan Zhu Deva Ramanan 34 871 0 06 Jul 2021
Ray-ONet: Efficient 3D Reconstruction From A Single RGB Image Wenjing Bian Zirui Wang Kejie Li V. Prisacariu 3DV 35 12 0 05 Jul 2021
Deep Mesh Prior: Unsupervised Mesh Restoration using Graph Convolutional Networks Shota Hattori Tatsuya Yatagawa Y. Ohtake Hiromasa Suzuki AI4CE 12 6 0 02 Jul 2021
Fast Training of Neural Lumigraph Representations using Meta Learning Alexander W. Bergman Petr Kellnhofer Gordon Wetzstein 27 40 0 28 Jun 2021
Learning Mesh Representations via Binary Space Partitioning Tree Networks Zhiqin Chen Andrea Tagliasacchi Hao Zhang 3DPC 3DV AI4CE 31 7 0 27 Jun 2021
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields Keunhong Park U. Sinha Peter Hedman Jonathan T. Barron Sofien Bouaziz Dan B. Goldman Ricardo Martín Brualla S. M. Seitz 36 226 0 24 Jun 2021
LegoFormer: Transformers for Block-by-Block Multi-view 3D Reconstruction Farid Yagubbayli Yida Wang A. Tonioni Federico Tombari ViT 10 34 0 23 Jun 2021
MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images Shaofei Wang Marko Mihajlovic Qianli Ma Andreas Geiger Siyu Tang 3DH 17 99 0 22 Jun 2021
Neural Marching Cubes Zhiqin Chen Hao Zhang 28 78 0 21 Jun 2021
DiGS : Divergence guided shape implicit neural representation for unoriented point clouds Yizhak Ben-Shabat Chamin Pasidu Hewa Koneputugodage Stephen Gould AI4CE 30 64 0 21 Jun 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
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan Liu Christian Theobalt Taku Komura Wenping Wang 47 1,685 0 20 Jun 2021
Learning and Meshing from Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching Jiabao Lei Kui Jia Yi Ma 15 10 0 18 Jun 2021
Learning Implicit Glyph Shape Representation Ying-Tian Liu Yuanchen Guo Yi-Xiao Li Chen Wang Song-Hai Zhang GAN 3DV 22 12 0 16 Jun 2021
Phase Transitions, Distance Functions, and Implicit Neural Representations Y. Lipman AI4CE 16 38 0 14 Jun 2021
A Multi-Implicit Neural Representation for Fonts P. Reddy Zhifei Zhang Matthew Fisher Hailin Jin Zhaowen Wang Niloy J. Mitra 12 26 0 12 Jun 2021
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction Mateusz Michalkiewicz Stavros Tsogkas Sarah Parisot Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 3DPC 13 2 0 11 Jun 2021
Implicit field learning for unsupervised anomaly detection in medical images Sergio Naval Marimont G. Tarroni 36 27 0 09 Jun 2021
Geometry-Consistent Neural Shape Representation with Implicit Displacement Fields Yifan Wang Lukas Rahmann O. Sorkine-Hornung 27 65 0 09 Jun 2021
Deep Medial Fields Daniel Rebain Ke Li Vincent Sitzmann S. Yazdani K. M. Yi Andrea Tagliasacchi 16 18 0 07 Jun 2021
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering Ruizhi Shao Hongwen Zhang He Zhang Mingjia Chen Yan-Pei Cao Tao Yu Yebin Liu 3DH 22 64 0 07 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 21 233 0 07 Jun 2021
Neural Implicit 3D Shapes from Single Images with Spatial Patterns Yixin Zhuang Yunzhe Liu Yujie Wang Baoquan Chen 3DPC 22 0 0 06 Jun 2021
Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields Peng-Shuai Wang Yang Liu Yu-Qi Yang Xin Tong 3DPC 36 28 0 03 Jun 2021
2nd Place Solution for IJCAI-PRICAI 2020 3D AI Challenge: 3D Object Reconstruction from A Single Image Yichen Cao Yufei Wei Shichao Liu Lin Xu 3DV 28 2 0 28 May 2021
DeepCAD: A Deep Generative Network for Computer-Aided Design Models Rundi Wu Chang Xiao Changxi Zheng 3DPC 35 161 0 20 May 2021
SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction from Video Data Yuan-Ting Hu Jiahong Wang Raymond A. Yeh Alex Schwing 16 37 0 18 May 2021
Sketch2Model: View-Aware 3D Modeling from Single Free-Hand Sketches Song-Hai Zhang Yuanchen Guo Qing-Wen Gu 3DV 21 80 0 14 May 2021
Dynamic View Synthesis from Dynamic Monocular Video Chen Gao Ayush Saraf Johannes Kopf Jia-Bin Huang 32 403 0 13 May 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
Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On I. Santesteban Nils Thuerey M. Otaduy Dan Casas 3DH 19 95 0 13 May 2021
Neural Trajectory Fields for Dynamic Novel View Synthesis Chaoyang Wang Benjamin Eckart Simon Lucey Orazio Gallo 45 73 0 12 May 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks Jiapeng Tang Jiabao Lei Dan Xu Feiying Ma Kui Jia Lei Zhang 3DPC 21 74 0 08 May 2021
ACORN: Adaptive Coordinate Networks for Neural Scene Representation Julien N. P. Martel David B. Lindell Connor Z. Lin E. R. Chan M. Monteiro Gordon Wetzstein 3DPC 27 91 0 06 May 2021
SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 33 67 0 19 Apr 2021