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
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 40 100 0 19 Feb 2020
Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks Jiabao Lei Kui Jia 22 21 0 16 Feb 2020
Adversarial Generation of Continuous Implicit Shape Representations Marian Kleineberg Matthias Fey F. Weichert 3DPC GAN 17 60 0 02 Feb 2020
AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing Xingzhe He Helen Lu Cao Bo Zhu 3DPC 21 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 J. Guibas Ron Kimmel 3DPC 3DV 46 11 0 27 Jan 2020
RoutedFusion: Learning Real-time Depth Map Fusion Silvan Weder Johannes L. Schonberger Marc Pollefeys Martin R. Oswald 24 78 0 13 Jan 2020
Meshlet Priors for 3D Mesh Reconstruction Abhishek Badki Orazio Gallo Jan Kautz P. Sen 21 45 0 06 Jan 2020
InSphereNet: a Concise Representation and Classification Method for 3D Object H. Cao Haikuan Du Siyu Zhang Shen Cai 3DPC 18 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 31 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 23 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 14 4 0 18 Dec 2019
Learning Regional Attraction for Line Segment Detection Nan Xue S. Bai Fudong Wang Guisong Xia Tianfu Wu Liangpei Zhang Philip Torr 20 30 0 18 Dec 2019
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 22 984 0 16 Dec 2019
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization Yue Jiang Dantong Ji Zhizhong Han Matthias Zwicker 15 236 0 15 Dec 2019
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 31 80 0 15 Dec 2019
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 25 48 0 12 Dec 2019
3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Kohei Yamashita S. Nobuhara Ko Nishino 3DGS 3DV 14 1 0 10 Dec 2019
Neural Voxel Renderer: Learning an Accurate and Controllable Rendering Tool Konstantinos Rematas V. Ferrari 3DH 33 39 0 10 Dec 2019
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps Yuan Xue Hui Tang Zhi Qiao G. Gong Yong Yin Zhen Qian Chao Huang Wei Fan Xiaolei Huang MedIm 17 127 0 09 Dec 2019
VoronoiNet: General Functional Approximators with Local Support Francis Williams Daniele Panozzo K. M. Yi Andrea Tagliasacchi 24 15 0 08 Dec 2019
NASA: Neural Articulated Shape Approximation Boyang Deng J. P. Lewis Timothy Jeruzalski Gerard Pons-Moll Geoffrey E. Hinton Mohammad Norouzi Andrea Tagliasacchi 30 211 0 06 Dec 2019
LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation Keunhong Park Arsalan Mousavian Yu Xiang Dieter Fox 18 134 0 01 Dec 2019
Morphing and Sampling Network for Dense Point Cloud Completion Minghua Liu Lu Sheng Sheng Yang Jing Shao Shimin Hu 3DPC 19 308 0 30 Nov 2019
SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans Angela Dai Christian Diller Matthias Nießner 3DPC 3DV 27 140 0 29 Nov 2019
DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing Shaohui Liu Yinda Zhang Songyou Peng Boxin Shi Marc Pollefeys Zhaopeng Cui 28 285 0 29 Nov 2019
Autolabeling 3D Objects with Differentiable Rendering of SDF Shape Priors Sergey Zakharov Wadim Kehl Arjun Bhargava Adrien Gaidon 3DPC 11 114 0 26 Nov 2019
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes Rundi Wu Yixin Zhuang Kai Xu Hao Zhang Baoquan Chen 3DPC 3DV 14 163 0 25 Nov 2019
SAL: Sign Agnostic Learning of Shapes from Raw Data Matan Atzmon Y. Lipman 3DPC FedML 34 503 0 23 Nov 2019
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction Jiongchao Jin A. Patil Z. Xiong Hao Zhang 22 12 0 20 Nov 2019
Self-supervised Learning of 3D Objects from Natural Images Hiroharu Kato Tatsuya Harada 28 7 0 20 Nov 2019
SSRNet: Scalable 3D Surface Reconstruction Network Zhenxing Mi Yimin Luo Wenbing Tao 3DV 3DPC 30 56 0 18 Nov 2019
BSP-Net: Generating Compact Meshes via Binary Space Partitioning Zhiqin Chen Andrea Tagliasacchi Hao Zhang 26 309 0 16 Nov 2019
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research Krishna Murthy Jatavallabhula Edward James Smith Jean-Francois Lafleche Clement Fuji-Tsang Artem Rozantsev Wenzheng Chen Tommy Xiang Rev Lebaredian Sanja Fidler 3DPC AI4CE 19 124 0 12 Nov 2019
Learning to Infer Implicit Surfaces without 3D Supervision Shichen Liu Shunsuke Saito Weikai Chen Hao Li 3DV 24 197 0 02 Nov 2019
Addressing the Sim2Real Gap in Robotic 3D Object Classification Jean-Baptiste Weibel T. Patten Markus Vincze 3DPC 11 13 0 28 Oct 2019
Learning Continuous 3D Reconstructions for Geometrically Aware Grasping Mark Van der Merwe Qingkai Lu Balakumar Sundaralingam Martin Matak Tucker Hermans 3DV 15 88 0 02 Oct 2019
kPAM-SC: Generalizable Manipulation Planning using KeyPoint Affordance and Shape Completion Wei Gao Russ Tedrake 17 50 0 16 Sep 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 39 252 0 12 Sep 2019
3D Morphable Face Models -- Past, Present and Future Bernhard Egger W. Smith A. Tewari Stefanie Wuhrer Michael Zollhoefer ... Adam Kortylewski S. Romdhani Christian Theobalt V. Blanz T. Vetter 3DH 18 415 0 03 Sep 2019
Efficient Learning on Point Clouds with Basis Point Sets Sergey Prokudin Christoph Lassner Javier Romero 3DPC 18 117 0 24 Aug 2019
Deep Meta Functionals for Shape Representation G. Littwin Lior Wolf 3DPC 13 80 0 17 Aug 2019
SDM-NET: Deep Generative Network for Structured Deformable Mesh Lin Gao Jie-jin Yang Tong Wu Yu-Jie Yuan Hongbo Fu Yu-Kun Lai Hao Zhang 3DV 30 195 0 13 Aug 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 24 237 0 05 Aug 2019
ShapeCaptioner: Generative Caption Network for 3D Shapes by Learning a Mapping from Parts Detected in Multiple Views to Sentences Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 3DPC 27 46 0 31 Jul 2019
Higher-Order Function Networks for Learning Composable 3D Object Representations E. Mitchell Kazim Selim Engin Volkan Isler Daniel D. Lee AI4CE 3DPC 21 22 0 24 Jul 2019
Multiview Aggregation for Learning Category-Specific Shape Reconstruction Srinath Sridhar Davis Rempe Julien P. C. Valentin Sofien Bouaziz Leonidas J. Guibas 3DV 14 31 0 01 Jul 2019
Learning Manifold Patch-Based Representations of Man-Made Shapes Dmitriy Smirnov Mikhail Bessmeltsev Justin Solomon SSL 3DPC 23 18 0 28 Jun 2019
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization I. Lim Moritz Ibing Leif Kobbelt 3DPC 3DV 27 15 0 27 Jun 2019
Learning Part Generation and Assembly for Structure-aware Shape Synthesis Jun Li Chengjie Niu Kai Xu 3DPC 19 74 0 16 Jun 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 30 347 0 15 Jun 2019