DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

16 January 2019

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

50 / 2,466 papers shown

Title
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion Peng-Shuai Wang Yang Liu Xin Tong 3DPC 25 62 0 06 Jun 2020
Auto-decoding Graphs Sohil Shah V. Koltun GNN 34 4 0 04 Jun 2020
Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning Aditya Sanghi 3DPC SSL 11 101 0 04 Jun 2020
A Deep Learning based Fast Signed Distance Map Generation Zihao Wang C. Vandersteen T. Demarcy D. Gnansia C. Raffaelli N. Guevara H. Delingette MedIm 19 4 0 26 May 2020
Deep Implicit Volume Compression Danhang Tang Saurabh Singh P. Chou Christian Haene Mingsong Dou ... Yinda Zhang Shahram Izadi Andrea Tagliasacchi Sofien Bouaziz Cem Keskin 9 40 0 18 May 2020
FroDO: From Detections to 3D Objects Kejie Li Martin Rünz Meng Tang Lingni Ma Chen Kong ... Ian Reid Lourdes Agapito Julian Straub S. Lovegrove Richard Newcombe 3DPC 22 72 0 11 May 2020
A Simple and Scalable Shape Representation for 3D Reconstruction Mateusz Michalkiewicz Eugene Belilovsky Mahsa Baktash Anders P. Eriksson 3DV 25 10 0 10 May 2020
SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving Zhenpei Yang Yuning Chai Dragomir Anguelov Yin Zhou Pei Sun D. Erhan Sean M. Rafferty Henrik Kretzschmar 29 100 0 08 May 2020
Multi-Resolution POMDP Planning for Multi-Object Search in 3D Kaiyu Zheng Yoonchang Sung George Konidaris Stefanie Tellex 14 23 0 06 May 2020
CoReNet: Coherent 3D scene reconstruction from a single RGB image S. Popov Pablo Bauszat V. Ferrari 3DPC 3DV 25 71 0 27 Apr 2020
DPDist : Comparing Point Clouds Using Deep Point Cloud Distance Dahlia Urbach Yizhak Ben-Shabat M. Lindenbaum 3DPC 14 36 0 24 Apr 2020
Semantic Correspondence via 2D-3D-2D Cycle Yang You Chengkun Li Yujing Lou Zhoujun Cheng Lizhuang Ma Cewu Lu Weiming Wang 3DPC 14 6 0 20 Apr 2020
Extending DeepSDF for automatic 3D shape retrieval and similarity transform estimation Oladapo Afolabi An Yang S. Shankar Sastry 8 3 0 20 Apr 2020
PointTriNet: Learned Triangulation of 3D Point Sets Nicholas Sharp M. Ovsjanikov 3DPC 53 46 0 19 Apr 2020
Pulsar: Efficient Sphere-based Neural Rendering Christoph Lassner Michael Zollhofer 3DGS 24 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 27 25 0 14 Apr 2020
NodeSLAM: Neural Object Descriptors for Multi-View Shape Reconstruction Edgar Sucar Kentaro Wada Andrew J. Davison OCL 3DH 3DV 25 113 0 09 Apr 2020
Deep Manifold Prior Matheus Gadelha Rui Wang Subhransu Maji 3DPC AI4CE 11 16 0 08 Apr 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 30 329 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 39 466 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 19 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 27 112 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 34 107 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 35 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 22 737 0 01 Apr 2020
In-Hand Object-Dynamics Inference using Tactile Fingertips Balakumar Sundaralingam Tucker Hermans 11 31 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 15 141 0 28 Mar 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised Training Amit Kohli Vincent Sitzmann Gordon Wetzstein 3DPC 25 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 20 91 0 27 Mar 2020
Learning Implicit Surface Light Fields Michael Oechsle Michael Niemeyer L. Mescheder Thilo Strauss Andreas Geiger 3DH 3DV 37 43 0 27 Mar 2020
LIMP: Learning Latent Shape Representations with Metric Preservation Priors Luca Cosmo Antonio Norelli Oshri Halimi Ron Kimmel Emanuele Rodolà 39 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 29 462 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 42 260 0 23 Mar 2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations Berk Kaya Radu Timofte 19 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 16 15 0 22 Mar 2020
Learning 3D Part Assembly from a Single Image Yichen Li Kaichun Mo Lin Shao Minhyuk Sung Leonidas J. Guibas 19 68 0 21 Mar 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 240 558 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 49 2,604 0 19 Mar 2020
Multimodal Shape Completion via Conditional Generative Adversarial Networks Rundi Wu Xuelin Chen Yixin Zhuang Baoquan Chen 3DPC 22 85 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 25 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 54 32 0 12 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 232 973 0 10 Mar 2020
Implicitly Defined Layers in Neural Networks Qianggong Zhang Yanyang Gu Mateusz Michalkiewicz Mahsa Baktash Anders P. Eriksson AI4CE 14 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 30 30 0 03 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 55 492 0 03 Mar 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning Xi Yang Ding Xia Taichi Kin Takeo Igarashi 17 71 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 17 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 27 202 0 27 Feb 2020
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 60 852 0 24 Feb 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 14 256 0 23 Feb 2020