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Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling

24 October 2016

Jiajun Wu

Papers citing "Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling"

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Title
3D Semantic Scene Completion from a Single Depth Image using Adversarial Training Yueh-Tung Chen Martin Garbade Juergen Gall 3DPC GAN 45 20 0 15 May 2019
Can NetGAN be improved on short random walks? Amir Jalilifard Vinicius Fernandes Caridá Alex F. Mansano Rogers Cristo 25 3 0 13 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 101 73 0 11 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 59 428 0 09 May 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation Giorgos Bouritsas Sergiy Bokhnyak Stylianos Ploumpis M. Bronstein Stefanos Zafeiriou MedIm 3DH 87 165 0 08 May 2019
Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network Ling Zhang Zhigang Zhu 3DPC SSL 63 15 0 28 Apr 2019
IsMo-GAN: Adversarial Learning for Monocular Non-Rigid 3D Reconstruction Soshi Shimada Vladislav Golyanik Christian Theobalt D. Stricker GAN 3DH 3DV 57 38 0 27 Apr 2019
LBS Autoencoder: Self-supervised Fitting of Articulated Meshes to Point Clouds Chun-Liang Li Tomas Simon Jason M. Saragih Barnabás Póczós Yaser Sheikh 3DPC 74 40 0 22 Apr 2019
Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids Despoina Paschalidou Ali O. Ulusoy Andreas Geiger 70 195 0 22 Apr 2019
Fashion++: Minimal Edits for Outfit Improvement Wei-Lin Hsiao Isay Katsman Chao-Yuan Wu Devi Parikh Kristen Grauman 99 67 0 19 Apr 2019
Graph-Based Method for Anomaly Prediction in Brain Network Jalal Mirakhorli H. Amindavar Mojgan Mirakhorli MedIm 52 1 0 15 Apr 2019
Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction Yi Wei Shaohui Liu Wang Zhao Jiwen Lu Jie Zhou 3DV 70 31 0 14 Apr 2019
Transformable Bottleneck Networks Kyle Olszewski Sergey Tulyakov Oliver J. Woodford Hao Li Linjie Luo 78 77 0 13 Apr 2019
Learning Shape Templates with Structured Implicit Functions Kyle Genova Forrester Cole Daniel Vlasic Aaron Sarna William T. Freeman Thomas Funkhouser 3DV 125 385 0 12 Apr 2019
Predicting Novel Views Using Generative Adversarial Query Network Phong Nguyen-Ha Lam Huynh Esa Rahtu J. Heikkilä GAN 35 7 0 10 Apr 2019
Real-time Soft Body 3D Proprioception via Deep Vision-based Sensing Ruoyu Wang Shiheng Wang Songyu Du Erdong Xiao Wenzhen Yuan Chen Feng 3DH 77 38 0 08 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 87 78 0 06 Apr 2019
Monocular 3D Object Detection Leveraging Accurate Proposals and Shape Reconstruction Jason Ku Alex D. Pon Steven L. Waslander 3DPC 100 254 0 02 Apr 2019
3D Organ Shape Reconstruction from Topogram Images Elena Balashova Jiangping Wang V. Singh Bogdan Georgescu Brian Teixeira Ankur Kapoor MedIm 33 4 0 29 Mar 2019
Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles Siddharth Srivastava F. Jurie Gaurav Sharma 3DPC 77 41 0 27 Mar 2019
Learning Quadrangulated Patches For 3D Shape Processing Kripasindhu Sarkar Kiran Varanasi D. Stricker 3DV 30 0 0 25 Mar 2019
MeshGAN: Non-linear 3D Morphable Models of Faces Shiyang Cheng M. Bronstein Yuxiang Zhou I. Kotsia Maja Pantic Stefanos Zafeiriou CVBM 3DH GAN 72 81 0 25 Mar 2019
Functional Generative Design of Mechanisms with Recurrent Neural Networks and Novelty Search Cameron R. Wolfe C. Tutum Risto Miikkulainen AI4CE 76 3 0 25 Mar 2019
SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding Ilke Demir Camilla Hahn Kathryn Leonard Géraldine Morin Dana Rahbani A. Panotopoulou Amélie Fondevilla Elena Balashova Bastien Durix Adam Kortylewski 3DPC 62 32 0 21 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 40 15 0 16 Mar 2019
Generate What You Can't See - a View-dependent Image Generation K. Piaskowski Rafal Staszak D. Belter GAN 32 3 0 15 Mar 2019
A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images Jiapeng Tang Xiaoguang Han J. Pan Kui Jia Xin Tong 3DH 3DV 62 86 0 12 Mar 2019
Deep Generative Models: Deterministic Prediction with an Application in Inverse Rendering S. Kamyab Rasool Sabzi Z. Azimifar DRL 29 0 0 11 Mar 2019
Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes Vedant Singh Manan Oza H. Vaghela Pratik Kanani 3DPC AI4CE GAN 3DV 16 5 0 08 Mar 2019
Towards a Uniform Architecture for the Efficient Implementation of 2D and 3D Deconvolutional Neural Networks on FPGAs Deguang Wang Junzhong Shen M. Wen Chunyuan Zhang 25 8 0 06 Mar 2019
X-Section: Cross-Section Prediction for Enhanced RGBD Fusion Andrea Nicastro R. Clark Stefan Leutenegger 3DPC 58 13 0 03 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 226 1,705 0 16 Feb 2019
Learning Generative Models of Structured Signals from Their Superposition Using GANs with Application to Denoising and Demixing Mohammadreza Soltani Swayambhoo Jain Abhinav V. Sambasivan GAN DiffM 40 2 0 12 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving Michal Uřičář P. Krízek David Hurych Ibrahim Sobh S. Yogamani Patrick Denny GAN 99 58 0 09 Feb 2019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects Edward James Smith Scott Fujimoto Adriana Romero David Meger 67 91 0 31 Jan 2019
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images Haozhe Xie Huanjin Yao Xiaoshuai Sun Shangchen Zhou Shengping Zhang 76 317 0 31 Jan 2019
DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals C. Jiang Dana Lynn Ona Lansigan P. Marcus Matthias Nießner 52 11 0 30 Jan 2019
Reconstruction of 3D Porous Media From 2D Slices Denis Volkhonskiy E. Muravleva O. Sudakov D. Orlov B. Belozerov Evgeny Burnaev D. Koroteev AI4CE 36 12 0 29 Jan 2019
Generative Adversarial Networks for geometric surfaces prediction in injection molding Pierre Nagorny Thomas Lacombe H. Favrelière Maurice Pillet É. Pairel R. Goff Marlène Wali Jérôme Loureaux Patrice Kiener GAN AI4CE 19 2 0 29 Jan 2019
NeuralSampler: Euclidean Point Cloud Auto-Encoder and Sampler Edoardo Remelli Pierre Baqué Pascal Fua 3DPC 45 15 0 27 Jan 2019
Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network Priyanka Mandikal R. Venkatesh Babu 3DPC 67 117 0 25 Jan 2019
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space Jonathan Sauder Bjarne Sievers 3DPC 90 18 0 24 Jan 2019
Deep Adversarial Learning in Intrusion Detection: A Data Augmentation Enhanced Framework He Zhang Xingrui Yu Peng Ren Chunbo Luo Geyong Min AAML 32 47 0 23 Jan 2019
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators Jianan Li Jimei Yang Aaron Hertzmann Jianming Zhang Tingfa Xu GAN 73 231 0 21 Jan 2019
Synthesizing facial photometries and corresponding geometries using generative adversarial networks Gil Shamai Ron Slossberg Ron Kimmel GAN 3DH 78 31 0 19 Jan 2019
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading Paul Henderson V. Ferrari 3DV 89 127 0 19 Jan 2019
MRI to CT Translation with GANs B. Kaiser Shadi Albarqouni MedIm 13 13 0 16 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 171 3,718 0 16 Jan 2019
RNN-based Generative Model for Fine-Grained Sketching A. Jenal Nikolay Savinov Torsten Sattler G. Chaurasia GAN 32 4 0 13 Jan 2019
Composite Shape Modeling via Latent Space Factorization Anastasia Dubrovina Fei Xia Panos Achlioptas Mira Shalah Raphael Groscot Leonidas Guibas 3DV 130 64 0 09 Jan 2019