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
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 16 116 0 01 Aug 2020
KAPLAN: A 3D Point Descriptor for Shape Completion Audrey Richard Ian Cherabier Martin R. Oswald Marc Pollefeys Konrad Schindler 3DPC 34 9 0 31 Jul 2020
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild Jason Y. Zhang Sam Pepose Hanbyul Joo Deva Ramanan Jitendra Malik Angjoo Kanazawa 18 146 0 30 Jul 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision Nicolai Häni Selim Engin Jun-Jee Chao Volkan Isler 3DV 6 0 0 30 Jul 2020
Monocular Real-Time Volumetric Performance Capture Ruilong Li Yuliang Xiu Shunsuke Saito Zeng Huang Kyle Olszewski Hao Li 3DH 121 93 0 28 Jul 2020
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DPC 26 67 0 26 Jul 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 203 1,246 0 22 Jul 2020
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 44 197 0 22 Jul 2020
Shape and Viewpoint without Keypoints Shubham Goel Angjoo Kanazawa Jitendra Malik 3DV 97 108 0 21 Jul 2020
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows Kunal Gupta Manmohan Chandraker AI4CE 54 77 0 21 Jul 2020
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images Shuailin Li Chuyu Zhang Xuming He 34 350 0 21 Jul 2020
Points2Surf: Learning Implicit Surfaces from Point Cloud Patches Philipp Erler Paul Guerrero S. Ohrhallinger Michael Wimmer Niloy J. Mitra 3DPC 20 177 0 20 Jul 2020
Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling Omid Poursaeed Matthew Fisher Noam Aigerman Vladimir G. Kim 3DV 14 28 0 20 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation Roman Klokov Edmond Boyer Jakob Verbeek 3DPC 31 107 0 20 Jul 2020
Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance Minghua Liu Xiaoshuai Zhang Hao Su 3DPC 38 50 0 17 Jul 2020
Implicit Mesh Reconstruction from Unannotated Image Collections Shubham Tulsiani Nilesh Kulkarni Abhinav Gupta 3DH 3DV 28 61 0 16 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 66 908 0 16 Jul 2020
DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 29 59 0 12 Jul 2020
PIE-NET: Parametric Inference of Point Cloud Edges Xiaogang Wang Yuelang Xu Kai Xu Andrea Tagliasacchi Bin Zhou Ali Mahdavi-Amiri Hao Zhang 3DPC 25 95 0 09 Jul 2020
Point Set Voting for Partial Point Cloud Analysis Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 30 32 0 09 Jul 2020
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction Zerong Zheng Tao Yu Yebin Liu Qionghai Dai 3DH 42 295 0 08 Jul 2020
SofGAN: A Portrait Image Generator with Dynamic Styling Anpei Chen Ruiyang Liu Ling Xie Zhang Chen Hao Su Jingyi Yu GAN 28 76 0 07 Jul 2020
Gradient Origin Networks Sam Bond-Taylor Chris G. Willcocks BDL DRL 15 18 0 06 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 90 864 0 05 Jul 2020
Deep Geometric Texture Synthesis Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or GAN 3DV 22 69 0 30 Jun 2020
On the generalization of learning-based 3D reconstruction Miguel Angel Bautista Walter A. Talbott Shuangfei Zhai Nitish Srivastava J. Susskind 3DV 42 29 0 27 Jun 2020
Meta Deformation Network: Meta Functionals for Shape Correspondence Daohan Lu Yi Fang 3DPC 11 0 0 26 Jun 2020
SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans Angela Dai Yawar Siddiqui Justus Thies Julien P. C. Valentin Matthias Nießner 18 39 0 25 Jun 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 39 136 0 25 Jun 2020
3DMotion-Net: Learning Continuous Flow Function for 3D Motion Prediction Shuaihang Yuan Xiang Li Anthony Tzes Yi Fang 3DPC 27 2 0 24 Jun 2020
DeepTracking-Net: 3D Tracking with Unsupervised Learning of Continuous Flow Shuaihang Yuan Xiang Li Yi Fang 3DPC 28 1 0 24 Jun 2020
Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks Francis Williams Matthew Trager Joan Bruna Denis Zorin 21 67 0 24 Jun 2020
Generative Sparse Detection Networks for 3D Single-shot Object Detection JunYoung Gwak Chris Choy Silvio Savarese 3DPC 30 101 0 22 Jun 2020
Differentiable Rendering: A Survey Hiroharu Kato D. Beker Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DH 3DV 18 175 0 22 Jun 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 60 2,353 0 18 Jun 2020
Towards a Neural Graphics Pipeline for Controllable Image Generation Xuelin Chen Daniel Cohen-Or Baoquan Chen Niloy J. Mitra 22 7 0 18 Jun 2020
TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations Jiahao Pang Duanshun Li Dong Tian 3DPC 13 40 0 17 Jun 2020
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction Yichao Zhou Shichen Liu Yi Ma 3DV 24 7 0 17 Jun 2020
MetaSDF: Meta-learning Signed Distance Functions Vincent Sitzmann E. R. Chan Richard Tucker Noah Snavely Gordon Wetzstein 33 247 0 17 Jun 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 47 2,490 0 17 Jun 2020
UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree Kacper Kania Maciej Ziȩba Tomasz Kajdanowicz 3DV 22 93 0 16 Jun 2020
Analytic Manifold Learning: Unifying and Evaluating Representations for Continuous Control Rika Antonova Maksim Maydanskiy Danica Kragic Sam Devlin Katja Hofmann 24 8 0 15 Jun 2020
HyperFlow: Representing 3D Objects as Surfaces Przemysław Spurek Maciej Ziȩba Jacek Tabor Tomasz Trzciñski 3DPC 3DH 20 9 0 15 Jun 2020
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction Tong He John Collomosse Hailin Jin Stefano Soatto 3DH 37 176 0 15 Jun 2020
ShapeFlow: Learnable Deformations Among 3D Shapes C. Jiang Jingwei Huang Andrea Tagliasacchi Leonidas J. Guibas 3DPC AI4CE 22 44 0 14 Jun 2020
Geodesic-HOF: 3D Reconstruction Without Cutting Corners ZiYun Wang E. Mitchell Volkan Isler Daniel D. Lee 23 2 0 14 Jun 2020
3D Reconstruction of Novel Object Shapes from Single Images Anh Thai Stefan Stojanov V. Upadhya James M. Rehg 3DV 38 30 0 14 Jun 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurelien Lucchi 19 62 0 13 Jun 2020
Equivariant Neural Rendering Emilien Dupont Miguel Angel Bautista Alex Colburn Aditya Sankar Carlos Guestrin J. Susskind Qi Shan 3DH 36 63 0 13 Jun 2020
Rethinking Sampling in 3D Point Cloud Generative Adversarial Networks He Wang Zetian Jiang Li Yi Kaichun Mo Hao Su Leonidas J. Guibas 3DPC 14 19 0 12 Jun 2020