DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

16 January 2019

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

50 / 2,668 papers shown

Title
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single ImageComputer Vision and Pattern Recognition (CVPR), 2020 Y. Nie Xiaoguang Han Shihui Guo Yujian Zheng Jian Chang Jianjun Zhang 3DV 263 232 0 27 Feb 2020
Implicit Geometric Regularization for Learning ShapesInternational Conference on Machine Learning (ICML), 2020 Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 363 959 0 24 Feb 2020
PolyGen: An Autoregressive Generative Model of 3D MeshesInternational Conference on Machine Learning (ICML), 2020 C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 250 305 0 23 Feb 2020
A Survey on Deep Geometry Learning: From a Representation PerspectiveComputational Visual Media (CVM), 2020 Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 191 114 0 19 Feb 2020
Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface NetworksInternational Conference on Machine Learning (ICML), 2020 Jiabao Lei Kui Jia 116 24 0 16 Feb 2020
Adversarial Generation of Continuous Implicit Shape RepresentationsEurographics (EG), 2020 Marian Kleineberg Matthias Fey F. Weichert 3DPC GAN 210 64 0 02 Feb 2020
AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud ProcessingInternational Conference on Learning Representations (ICLR), 2020 Xingzhe He Helen Lu Cao Bo Zhu 3DPC 124 10 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 170 11 0 27 Jan 2020
RoutedFusion: Learning Real-time Depth Map FusionComputer Vision and Pattern Recognition (CVPR), 2020 Silvan Weder Johannes L. Schonberger Marc Pollefeys Martin R. Oswald 127 85 0 13 Jan 2020
Meshlet Priors for 3D Mesh ReconstructionComputer Vision and Pattern Recognition (CVPR), 2020 Abhishek Badki Orazio Gallo Jan Kautz P. Sen 263 46 0 06 Jan 2020
InSphereNet: a Concise Representation and Classification Method for 3D ObjectConference on Multimedia Modeling (MMM), 2019 H. Cao Haikuan Du Siyu Zhang Shen Cai 3DPC 178 9 0 25 Dec 2019
Front2Back: Single View 3D Shape Reconstruction via Front to Back PredictionComputer Vision and Pattern Recognition (CVPR), 2019 Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 197 49 0 23 Dec 2019
Learning to Generate Dense Point Clouds with Textures on Multiple CategoriesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 T. Hu Geng Lin Zhizhong Han Matthias Zwicker 3DPC 3DV 132 13 0 22 Dec 2019
Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function NetworksInternational Conference on Information Photonics (ICIP), 2019 ZiYun Wang Volkan Isler Daniel D. Lee 106 5 0 18 Dec 2019
Learning Regional Attraction for Line Segment DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Nan Xue S. Bai Fudong Wang Guisong Xia Tianfu Wu Liangpei Zhang Juil Sock 149 35 0 18 Dec 2019
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D SupervisionComputer Vision and Pattern Recognition (CVPR), 2019 Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 418 1,061 0 16 Dec 2019
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape OptimizationComputer Vision and Pattern Recognition (CVPR), 2019 Yue Jiang Dantong Ji Zhizhong Han Matthias Zwicker 254 251 0 15 Dec 2019
C-Flow: Conditional Generative Flow Models for Images and 3D Point CloudsComputer Vision and Pattern Recognition (CVPR), 2019 Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 260 87 0 15 Dec 2019
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 227 50 0 12 Dec 2019
3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Kohei Yamashita S. Nobuhara Ko Nishino 3DGS 3DV 117 1 0 10 Dec 2019
Neural Voxel Renderer: Learning an Accurate and Controllable Rendering ToolComputer Vision and Pattern Recognition (CVPR), 2019 Konstantinos Rematas V. Ferrari 3DH 178 42 0 10 Dec 2019
Shape-Aware Organ Segmentation by Predicting Signed Distance MapsAAAI Conference on Artificial Intelligence (AAAI), 2019 Yuan Xue Hui Tang Zhi Qiao G. Gong Yong Yin Zhen Qian Chao Huang Wei Fan Xiaolei Huang MedIm 147 136 0 09 Dec 2019
VoronoiNet: General Functional Approximators with Local Support Francis Williams Daniele Panozzo K. M. Yi Andrea Tagliasacchi 111 18 0 08 Dec 2019
NASA: Neural Articulated Shape ApproximationEuropean Conference on Computer Vision (ECCV), 2019 Boyang Deng J. P. Lewis Timothy Jeruzalski Gerard Pons-Moll Geoffrey E. Hinton Mohammad Norouzi Andrea Tagliasacchi 407 220 0 06 Dec 2019
LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2019 Keunhong Park Arsalan Mousavian Yu Xiang Dieter Fox 403 145 0 01 Dec 2019
Morphing and Sampling Network for Dense Point Cloud CompletionAAAI Conference on Artificial Intelligence (AAAI), 2019 Minghua Liu Lu Sheng Sheng Yang Jing Shao Shimin Hu 3DPC 286 343 0 30 Nov 2019
SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D ScansComputer Vision and Pattern Recognition (CVPR), 2019 Angela Dai Christian Diller Matthias Nießner 3DPC 3DV 348 150 0 29 Nov 2019
DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere TracingComputer Vision and Pattern Recognition (CVPR), 2019 Gangyan Zeng Yinda Zhang Songyou Peng Boxin Shi Marc Pollefeys Zhaopeng Cui 281 304 0 29 Nov 2019
Autolabeling 3D Objects with Differentiable Rendering of SDF Shape PriorsComputer Vision and Pattern Recognition (CVPR), 2019 Sergey Zakharov Wadim Kehl Arjun Bhargava Adrien Gaidon 3DPC 319 123 0 26 Nov 2019
PQ-NET: A Generative Part Seq2Seq Network for 3D ShapesComputer Vision and Pattern Recognition (CVPR), 2019 Rundi Wu Yixin Zhuang Kai Xu Hao Zhang Baoquan Chen 3DPC 3DV 351 184 0 25 Nov 2019
SAL: Sign Agnostic Learning of Shapes from Raw DataComputer Vision and Pattern Recognition (CVPR), 2019 Matan Atzmon Y. Lipman 3DPC FedML 379 566 0 23 Nov 2019
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape ReconstructionEuropean Conference on Computer Vision (ECCV), 2019 Jiongchao Jin A. Patil Z. Xiong Hao Zhang 234 12 0 20 Nov 2019
Self-supervised Learning of 3D Objects from Natural Images Hiroharu Kato Tatsuya Harada 111 7 0 20 Nov 2019
SSRNet: Scalable 3D Surface Reconstruction NetworkComputer Vision and Pattern Recognition (CVPR), 2019 Zhenxing Mi Yimin Luo Wenbing Tao 3DV 3DPC 340 65 0 18 Nov 2019
BSP-Net: Generating Compact Meshes via Binary Space PartitioningComputer Vision and Pattern Recognition (CVPR), 2019 Zhiqin Chen Andrea Tagliasacchi Hao Zhang 498 336 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 232 136 0 12 Nov 2019
Learning to Infer Implicit Surfaces without 3D SupervisionNeural Information Processing Systems (NeurIPS), 2019 Shichen Liu Forrest Iandola Weikai Chen Hao Li 3DV 202 211 0 02 Nov 2019
Addressing the Sim2Real Gap in Robotic 3D Object ClassificationIEEE Robotics and Automation Letters (RA-L), 2019 Jean-Baptiste Weibel T. Patten Markus Vincze 3DPC 122 15 0 28 Oct 2019
Learning Continuous 3D Reconstructions for Geometrically Aware GraspingIEEE International Conference on Robotics and Automation (ICRA), 2019 Mark Van der Merwe Qingkai Lu Balakumar Sundaralingam Martin Matak Tucker Hermans 3DV 219 98 0 02 Oct 2019
kPAM-SC: Generalizable Manipulation Planning using KeyPoint Affordance and Shape CompletionIEEE International Conference on Robotics and Automation (ICRA), 2019 Wei Gao Russ Tedrake 119 56 0 16 Sep 2019
CvxNet: Learnable Convex DecompositionComputer Vision and Pattern Recognition (CVPR), 2019 Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 262 276 0 12 Sep 2019
3D Morphable Face Models -- Past, Present and FutureACM Transactions on Graphics (TOG), 2019 Bernhard Egger W. Smith A. Tewari Stefanie Wuhrer Michael Zollhoefer ... Adam Kortylewski S. Romdhani Christian Theobalt V. Blanz T. Vetter 3DH 246 475 0 03 Sep 2019
Efficient Learning on Point Clouds with Basis Point SetsIEEE International Conference on Computer Vision (ICCV), 2019 Sergey Prokudin Christoph Lassner Javier Romero 3DPC 156 139 0 24 Aug 2019
Deep Meta Functionals for Shape RepresentationIEEE International Conference on Computer Vision (ICCV), 2019 G. Littwin Lior Wolf 3DPC 162 85 0 17 Aug 2019
SDM-NET: Deep Generative Network for Structured Deformable Mesh Lin Gao Jie Yang Tong Wu Yu-Jie Yuan Hongbo Fu Yu-Kun Lai Hao Zhang 3DV 208 212 0 13 Aug 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via DeformationIEEE International Conference on Computer Vision (ICCV), 2019 Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 213 263 0 05 Aug 2019
ShapeCaptioner: Generative Caption Network for 3D Shapes by Learning a Mapping from Parts Detected in Multiple Views to SentencesACM Multimedia (ACM MM), 2019 Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 3DPC 165 49 0 31 Jul 2019
Higher-Order Function Networks for Learning Composable 3D Object RepresentationsInternational Conference on Learning Representations (ICLR), 2019 E. Mitchell Kazim Selim Engin Volkan Isler Daniel D. Lee AI4CE 3DPC 145 22 0 24 Jul 2019
Multiview Aggregation for Learning Category-Specific Shape ReconstructionNeural Information Processing Systems (NeurIPS), 2019 Srinath Sridhar Davis Rempe Julien P. C. Valentin Sofien Bouaziz Leonidas Guibas 3DV 264 35 0 01 Jul 2019
Learning Manifold Patch-Based Representations of Man-Made Shapes Dmitriy Smirnov Mikhail Bessmeltsev Justin Solomon SSL 3DPC 152 19 0 28 Jun 2019