DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

16 January 2019

Papers citing "DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation"

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Title
Semantic Correspondence via 2D-3D-2D Cycle Yang You Chengkun Li Yujing Lou Zhoujun Cheng Lizhuang Ma Cewu Lu Weiming Wang 3DPC 142 6 0 20 Apr 2020
Extending DeepSDF for automatic 3D shape retrieval and similarity transform estimation Oladapo Afolabi An Yang S. Shankar Sastry 57 4 0 20 Apr 2020
PointTriNet: Learned Triangulation of 3D Point Sets Nicholas Sharp M. Ovsjanikov 3DPC 126 47 0 19 Apr 2020
Pulsar: Efficient Sphere-based Neural Rendering Christoph Lassner Michael Zollhofer 3DGS 55 7 0 16 Apr 2020
Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors Mateusz Michalkiewicz Sarah Parisot Stavros Tsogkas Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 69 25 0 14 Apr 2020
NodeSLAM: Neural Object Descriptors for Multi-View Shape Reconstruction Edgar Sucar Kentaro Wada Andrew J. Davison OCL 3DH 3DV 84 114 0 09 Apr 2020
Deep Manifold Prior Matheus Gadelha Rui Wang Subhransu Maji 3DPC AI4CE 32 16 0 08 Apr 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 103 332 0 08 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 128 472 0 08 Apr 2020
Learning Generative Models of Shape Handles Matheus Gadelha Giorgio Gori Duygu Ceylan R. Měch N. Carr T. Boubekeur Rui Wang Subhransu Maji 3DH 3DV 61 33 0 06 Apr 2020
DualSDF: Semantic Shape Manipulation using a Two-Level Representation Jinwei Gu Hadar Averbuch-Elor Noah Snavely Serge J. Belongie 3DPC 65 113 0 06 Apr 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image Despoina Paschalidou Luc van Gool Andreas Geiger 3DV OCL 91 108 0 02 Apr 2020
DOPS: Learning to Detect 3D Objects and Predict their 3D Shapes Mahyar Najibi Guangda Lai Abhijit Kundu Zhichao Lu V. Rathod Thomas Funkhouser C. Pantofaru David A. Ross L. Davis Alireza Fathi 3DPC 92 49 0 02 Apr 2020
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Shunsuke Saito Tomas Simon Jason M. Saragih Hanbyul Joo 3DH 143 749 0 01 Apr 2020
In-Hand Object-Dynamics Inference using Tactile Fingertips Balakumar Sundaralingam Tucker Hermans 65 34 0 30 Mar 2020
Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images Heming Zhu Yu Cao Hang Jin Weikai Chen Dong Du Zhangye Wang Shuguang Cui Xiaoguang Han 3DH 83 145 0 28 Mar 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised Training Amit Kohli Vincent Sitzmann Gordon Wetzstein 3DPC 64 14 0 28 Mar 2020
Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images Sai Bi Zexiang Xu Kalyan Sunkavalli D. Kriegman R. Ramamoorthi 3DV 91 93 0 27 Mar 2020
Learning Implicit Surface Light Fields Michael Oechsle Michael Niemeyer L. Mescheder Thilo Strauss Andreas Geiger 3DH 3DV 107 43 0 27 Mar 2020
LIMP: Learning Latent Shape Representations with Metric Preservation Priors Luca Cosmo Antonio Norelli Oshri Halimi Ron Kimmel Emanuele Rodolà 89 73 0 27 Mar 2020
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction Rohan Chabra J. E. Lenssen Eddy Ilg Tanner Schmidt Julian Straub S. Lovegrove Richard Newcombe 104 469 0 24 Mar 2020
Atlas: End-to-End 3D Scene Reconstruction from Posed Images Zak Murez Tarrence van As James Bartolozzi Ayan Sinha Vijay Badrinarayanan Andrew Rabinovich 3DV 141 269 0 23 Mar 2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations Berk Kaya Radu Timofte 34 7 0 22 Mar 2020
Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance Lior Yariv Yoni Kasten Dror Moran Meirav Galun Matan Atzmon Ronen Basri Y. Lipman 3DV 87 15 0 22 Mar 2020
Learning 3D Part Assembly from a Single Image Yichen Li Kaichun Mo Lin Shao Minhyuk Sung Leonidas Guibas 72 69 0 21 Mar 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 325 564 0 19 Mar 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 144 2,589 0 19 Mar 2020
Multimodal Shape Completion via Conditional Generative Adversarial Networks Rundi Wu Xuelin Chen Yixin Zhuang Baoquan Chen 3DPC 122 86 0 17 Mar 2020
CPS++: Improving Class-level 6D Pose and Shape Estimation From Monocular Images With Self-Supervised Learning Fabian Manhardt Gu Wang Benjamin Busam M. Nickel Sven Meier Luca Minciullo Xiangyang Ji Nassir Navab 62 13 0 12 Mar 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 164 32 0 12 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 367 991 0 10 Mar 2020
Implicitly Defined Layers in Neural Networks Qianggong Zhang Yanyang Gu Mateusz Michalkiewicz Mahsa Baktash Anders P. Eriksson AI4CE 65 12 0 03 Mar 2020
Robotic Grasping through Combined Image-Based Grasp Proposal and 3D Reconstruction Daniel Yang Tarik Tosun Ben Eisner Volkan Isler Daniel D. Lee 3DV 57 31 0 03 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 210 500 0 03 Mar 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning Xi Yang Ding Xia Taichi Kin Takeo Igarashi 89 77 0 02 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 67 54 0 28 Feb 2020
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Y. Nie Xiaoguang Han Shihui Guo Yujian Zheng Jian Chang Jianjun Zhang 3DV 112 208 0 27 Feb 2020
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 139 863 0 24 Feb 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 112 262 0 23 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 99 101 0 19 Feb 2020
Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks Jiabao Lei Kui Jia 68 21 0 16 Feb 2020
Adversarial Generation of Continuous Implicit Shape Representations Marian Kleineberg Matthias Fey F. Weichert 3DPC GAN 82 61 0 02 Feb 2020
AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing Xingzhe He Helen Lu Cao Bo Zhu 3DPC 38 9 0 01 Feb 2020
The Whole Is Greater Than the Sum of Its Nonrigid Parts Oshri Halimi I. Imanuel Or Litany Giovanni Trappolini Emanuele Rodolà Leonidas Guibas Ron Kimmel 3DPC 3DV 92 11 0 27 Jan 2020
RoutedFusion: Learning Real-time Depth Map Fusion Silvan Weder Johannes L. Schonberger Marc Pollefeys Martin R. Oswald 65 79 0 13 Jan 2020
Meshlet Priors for 3D Mesh Reconstruction Abhishek Badki Orazio Gallo Jan Kautz P. Sen 161 46 0 06 Jan 2020
InSphereNet: a Concise Representation and Classification Method for 3D Object H. Cao Haikuan Du Siyu Zhang Shen Cai 3DPC 122 8 0 25 Dec 2019
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 88 45 0 23 Dec 2019
Learning to Generate Dense Point Clouds with Textures on Multiple Categories T. Hu Geng Lin Zhizhong Han Matthias Zwicker 3DPC 3DV 58 12 0 22 Dec 2019
Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks ZiYun Wang Volkan Isler Daniel D. Lee 46 4 0 18 Dec 2019