Occupancy Networks: Learning 3D Reconstruction in Function Space

10 December 2018

Papers citing "Occupancy Networks: Learning 3D Reconstruction in Function Space"

50 / 1,989 papers shown

Title
Deep Manifold Prior Matheus Gadelha Rui Wang Subhransu Maji 3DPC AI4CE 17 16 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
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation Zhe Wang Daeyun Shin Charless C. Fowlkes 18 54 0 07 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 22 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 Pose-invariant 3D Object Reconstruction from Single-view Images Bo Peng Wei Wang Jing Dong Tieniu Tan 3DV 27 12 0 03 Apr 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image Despoina Paschalidou Luc van Gool Andreas Geiger 3DV OCL 36 107 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 31 738 0 01 Apr 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 15 142 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
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 31 462 0 24 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 22 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 2,603 0 19 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 56 32 0 12 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 232 974 0 10 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
Learned Enrichment of Top-View Grid Maps Improves Object Detection Sascha Wirges Ye Yang Sven Richter Haohao Hu Christoph Stiller ObjD 18 2 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 19 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 25 256 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 40 100 0 19 Feb 2020
PeeledHuman: Robust Shape Representation for Textured 3D Human Body Reconstruction Sai Sagar Jinka R. Chacko Avinash Sharma P. J. Narayanan 3DH 27 1 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
Deep Non-Line-of-Sight Reconstruction Javier Grau Chopite M. Hullin Michael Wand Julian Iseringhausen 3DV 33 52 0 24 Jan 2020
RoutedFusion: Learning Real-time Depth Map Fusion Silvan Weder Johannes L. Schonberger Marc Pollefeys Martin R. Oswald 27 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
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 26 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 22 4 0 18 Dec 2019
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 11 887 0 17 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 21 236 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
Neural Cages for Detail-Preserving 3D Deformations Yifan Wang Noam Aigerman Vladimir G. Kim S. Chaudhuri O. Sorkine-Hornung 3DH 30 138 0 13 Dec 2019
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 31 48 0 12 Dec 2019
3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Kohei Yamashita S. Nobuhara Ko Nishino 3DGS 3DV 16 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
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 33 211 0 06 Dec 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