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
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 203 1,244 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 41 197 0 22 Jul 2020
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows Kunal Gupta Manmohan Chandraker AI4CE 54 77 0 21 Jul 2020
Points2Surf: Learning Implicit Surfaces from Point Cloud Patches Philipp Erler Paul Guerrero S. Ohrhallinger Michael Wimmer Niloy J. Mitra 3DPC 18 177 0 20 Jul 2020
Object-Centric Multi-View Aggregation Shubham Tulsiani Or Litany C. Qi He Wang Leonidas J. Guibas 24 6 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
Deep Reflectance Volumes: Relightable Reconstructions from Multi-View Photometric Images Sai Bi Zexiang Xu Kalyan Sunkavalli Milovs Havsan Yannick Hold-Geoffroy D. Kriegman R. Ramamoorthi 3DH 9 122 0 20 Jul 2020
Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance Minghua Liu Xiaoshuai Zhang Hao Su 3DPC 33 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 48 907 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
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
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 16 71 0 07 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
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
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
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
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images Haozhe Xie H. Yao Shengping Zhang Shangchen Zhou Wenxiu Sun DRL 23 184 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 2,349 0 18 Jun 2020
Set Distribution Networks: a Generative Model for Sets of Images Shuangfei Zhai Walter A. Talbott Miguel Angel Bautista Carlos Guestrin J. Susskind GAN 32 2 0 18 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 20 93 0 16 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 10 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
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
SALD: Sign Agnostic Learning with Derivatives Matan Atzmon Y. Lipman 24 143 0 09 Jun 2020
MeshSDF: Differentiable Iso-Surface Extraction Edoardo Remelli Artem Lukoianov Stephan R. Richter Benoît Guillard Timur M. Bagautdinov Pierre Baqué Pascal Fua 28 147 0 06 Jun 2020
UCLID-Net: Single View Reconstruction in Object Space Benoît Guillard Edoardo Remelli Pascal Fua 3DV 14 7 0 06 Jun 2020
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
Learning Neural Light Transport Paul Sanzenbacher L. Mescheder Andreas Geiger 27 6 0 05 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
SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view Stereopsis Mengqi Ji Jinzhi Zhang Qionghai Dai Lu Fang 3DV 14 31 0 26 May 2020
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review Ying Li Lingfei Ma Zilong Zhong Fei Liu Dongpu Cao Jonathan Li M. Chapman 3DPC 44 391 0 20 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 33 10 0 10 May 2020
CoReNet: Coherent 3D scene reconstruction from a single RGB image S. Popov Pablo Bauszat V. Ferrari 3DPC 3DV 28 71 0 27 Apr 2020
Reconstruct, Rasterize and Backprop: Dense shape and pose estimation from a single image Aniket Pokale Aditya Aggarwal K. M. Krishna 3DH 3DV 19 1 0 25 Apr 2020
DPDist : Comparing Point Clouds Using Deep Point Cloud Distance Dahlia Urbach Yizhak Ben-Shabat M. Lindenbaum 3DPC 22 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
PointTriNet: Learned Triangulation of 3D Point Sets Nicholas Sharp M. Ovsjanikov 3DPC 53 46 0 19 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