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Learning a Probabilistic Latent Space of Object Shapes via 3D
  Generative-Adversarial Modeling
v1v2 (latest)

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

24 October 2016
Jiajun Wu
Chengkai Zhang
Tianfan Xue
Bill Freeman
J. Tenenbaum
    GAN
ArXiv (abs)PDFHTML

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

50 / 931 papers shown
Title
A Variational Feature Encoding Method of 3D Object for Probabilistic
  Semantic SLAM
A Variational Feature Encoding Method of 3D Object for Probabilistic Semantic SLAM
Hyeonwoo Yu
Beomhee Lee
3DPC
40
15
0
30 Aug 2018
3D-Aware Scene Manipulation via Inverse Graphics
3D-Aware Scene Manipulation via Inverse Graphics
Shunyu Yao
T. Hsu
Jun-Yan Zhu
Jiajun Wu
Antonio Torralba
William T. Freeman
J. Tenenbaum
3DPC3DV
122
86
0
28 Aug 2018
GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
Hao Tang
Wei Wang
Dan Xu
Yan Yan
N. Sebe
GANSLR
76
88
0
14 Aug 2018
SAGNet:Structure-aware Generative Network for 3D-Shape Modeling
SAGNet:Structure-aware Generative Network for 3D-Shape Modeling
Zhijie Wu
Xiang Wang
Di Lin
Dani Lischinski
Daniel Cohen-Or
Hui Huang
3DPC
62
49
0
12 Aug 2018
3D Shape Perception from Monocular Vision, Touch, and Shape Priors
3D Shape Perception from Monocular Vision, Touch, and Shape Priors
Shaoxiong Wang
Jiajun Wu
Xingyuan Sun
Wenzhen Yuan
William T. Freeman
J. Tenenbaum
Edward H. Adelson
MDE
78
118
0
09 Aug 2018
Paired 3D Model Generation with Conditional Generative Adversarial
  Networks
Paired 3D Model Generation with Conditional Generative Adversarial Networks
Cihan Ongun
A. Temi̇zel
GAN
57
14
0
09 Aug 2018
Deep Generative Modeling for Scene Synthesis via Hybrid Representations
Deep Generative Modeling for Scene Synthesis via Hybrid Representations
Zaiwei Zhang
Zhenpei Yang
Chongyang Ma
Linjie Luo
Alexander G. Huth
E. Vouga
Qi-Xing Huang
GAN3DPC
74
129
0
06 Aug 2018
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks
Rongtian Ye
Fangyu Liu
Liqiang Zhang
MDE
48
46
0
05 Aug 2018
A survey on Deep Learning Advances on Different 3D Data Representations
A survey on Deep Learning Advances on Different 3D Data Representations
Eman Ahmed
Alexandre Saint
Abd El Rahman Shabayek
K. Cherenkova
Rig Das
Gleb Gusev
Djamila Aouada
Björn E. Ottersten
AI4TS3DPC
63
95
0
04 Aug 2018
Structure-Aware Shape Synthesis
Structure-Aware Shape Synthesis
Elena Balashova
Vivek Singh
Jiangping Wang
Brian Teixeira
Terrence Chen
Thomas Funkhouser
75
21
0
04 Aug 2018
Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision
Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision
Paul Henderson
Vittorio Ferrari
3DV
73
81
0
24 Jul 2018
GRAINS: Generative Recursive Autoencoders for INdoor Scenes
GRAINS: Generative Recursive Autoencoders for INdoor Scenes
Manyi Li
A. Patil
Kai Xu
S. Chaudhuri
Owais Khan
Ariel Shamir
Changhe Tu
Baoquan Chen
Daniel Cohen-Or
Hao Zhang
3DVVGen
88
143
0
24 Jul 2018
Peeking Behind Objects: Layered Depth Prediction from a Single Image
Peeking Behind Objects: Layered Depth Prediction from a Single Image
Helisa Dhamo
Keisuke Tateno
Iro Laina
Nassir Navab
Federico Tombari
GAN3DV
107
60
0
23 Jul 2018
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point
  Cloud Reconstruction from a Single Image
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image
Priyanka Mandikal
L. NavaneetK.
Mayank Agarwal
R. Venkatesh Babu
3DV3DPC
70
157
0
20 Jul 2018
Automated Treatment Planning in Radiation Therapy using Generative
  Adversarial Networks
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks
Rafid Mahmood
A. Babier
A. McNiven
Adam Diamant
T. Chan
MedImGAN
60
98
0
17 Jul 2018
Specular-to-Diffuse Translation for Multi-View Reconstruction
Specular-to-Diffuse Translation for Multi-View Reconstruction
Shihao Wu
Hui Huang
Tiziano Portenier
Matan Sela
Danny Cohen-Or
Ron Kimmel
Matthias Zwicker
DiffM
58
24
0
14 Jul 2018
Multiresolution Tree Networks for 3D Point Cloud Processing
Multiresolution Tree Networks for 3D Point Cloud Processing
Matheus Gadelha
Rui Wang
Subhransu Maji
3DV3DPC
73
255
0
10 Jul 2018
Learning Fuzzy Set Representations of Partial Shapes on Dual Embedding
  Spaces
Learning Fuzzy Set Representations of Partial Shapes on Dual Embedding Spaces
Minhyuk Sung
Anastasia Dubrovina
Vladimir G. Kim
Leonidas Guibas
3DPC
62
9
0
04 Jul 2018
Learning Single-Image Depth from Videos using Quality Assessment
  Networks
Learning Single-Image Depth from Videos using Quality Assessment Networks
Weifeng Chen
Shengyi Qian
Jia Deng
77
67
0
25 Jun 2018
Hybrid Bayesian Eigenobjects: Combining Linear Subspace and Deep Network
  Methods for 3D Robot Vision
Hybrid Bayesian Eigenobjects: Combining Linear Subspace and Deep Network Methods for 3D Robot Vision
Benjamin Burchfiel
George Konidaris
91
8
0
20 Jun 2018
Theoretical Analysis of Image-to-Image Translation with Adversarial
  Learning
Theoretical Analysis of Image-to-Image Translation with Adversarial Learning
Xudong Pan
Mi Zhang
Daizong Ding
GAN
55
6
0
19 Jun 2018
Latent Space Representation for Shape Analysis and Learning
Latent Space Representation for Shape Analysis and Learning
Ruqi Huang
Panos Achlioptas
Leonidas Guibas
M. Ovsjanikov
40
3
0
11 Jun 2018
CapsGAN: Using Dynamic Routing for Generative Adversarial Networks
CapsGAN: Using Dynamic Routing for Generative Adversarial Networks
Raeid Saqur
Sal Vivona
GAN
58
24
0
07 Jun 2018
Multi-chart Generative Surface Modeling
Multi-chart Generative Surface Modeling
Heli Ben-Hamu
Haggai Maron
Itay Kezurer
G. Avineri
Y. Lipman
MedIm
77
75
0
06 Jun 2018
Multi-level 3D CNN for Learning Multi-scale Spatial Features
Multi-level 3D CNN for Learning Multi-scale Spatial Features
Sambit Ghadai
Xian Yeow Lee
Aditya Balu
Soumik Sarkar
A. Krishnamurthy
3DV3DPC
37
8
0
30 May 2018
Automatic generation of object shapes with desired functionalities
Automatic generation of object shapes with desired functionalities
Mihai Andries
Atabak Dehban
J. Santos-Victor
29
0
0
30 May 2018
BourGAN: Generative Networks with Metric Embeddings
BourGAN: Generative Networks with Metric Embeddings
Chang Xiao
Peilin Zhong
Changxi Zheng
GAN
90
69
0
19 May 2018
Learning 3D Shape Completion under Weak Supervision
Learning 3D Shape Completion under Weak Supervision
David Stutz
Andreas Geiger
3DPCSSL
101
106
0
18 May 2018
Image-derived generative modeling of pseudo-macromolecular structures -
  towards the statistical assessment of Electron CryoTomography template
  matching
Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching
Kaiwen Wang
Xiangrui Zeng
Xiaodan Liang
Zhiguang Huo
Eric Xing
Min Xu
DiffM
18
5
0
12 May 2018
GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial
  Networks
GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks
Amir Yazdanbakhsh
Hajar Falahati
Philip J. Wolfe
K. Samadi
Nam Sung Kim
H. Esmaeilzadeh
93
74
0
10 May 2018
Active Object Reconstruction Using a Guided View Planner
Active Object Reconstruction Using a Guided View Planner
Xin Yang
Yuanbo Wang
Yaru Wang
Baocai Yin
Qiang Zhang
Xiaopeng Wei
Hongbo Fu
51
17
0
08 May 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers
Stephan R. Richter
Stefan Roth
3DV
72
139
0
29 Apr 2018
SegMap: 3D Segment Mapping using Data-Driven Descriptors
SegMap: 3D Segment Mapping using Data-Driven Descriptors
Renaud Dubé
Andrei Cramariuc
Daniel Dugas
Juan I. Nieto
Roland Siegwart
Cesar Cadena
3DPC
56
158
0
25 Apr 2018
Im2Struct: Recovering 3D Shape Structure from a Single RGB Image
Im2Struct: Recovering 3D Shape Structure from a Single RGB Image
Chengjie Niu
Jun Li
Kai Xu
3DV
61
128
0
16 Apr 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
Xingyuan Sun
Jiajun Wu
Xiuming Zhang
Zhoutong Zhang
Chengkai Zhang
Tianfan Xue
J. Tenenbaum
William T. Freeman
3DV
114
457
0
12 Apr 2018
CubeNet: Equivariance to 3D Rotation and Translation
CubeNet: Equivariance to 3D Rotation and Translation
Daniel E. Worrall
Gabriel J. Brostow
3DPC
93
143
0
12 Apr 2018
Blood Vessel Geometry Synthesis using Generative Adversarial Networks
Blood Vessel Geometry Synthesis using Generative Adversarial Networks
J. Wolterink
T. Leiner
Ivana Isgum
GANMedIm
40
25
0
12 Apr 2018
3D Interpreter Networks for Viewer-Centered Wireframe Modeling
3D Interpreter Networks for Viewer-Centered Wireframe Modeling
Jiajun Wu
Tianfan Xue
Joseph J Lim
Yuandong Tian
J. Tenenbaum
Antonio Torralba
William T. Freeman
3DV
85
27
0
03 Apr 2018
Learning Descriptor Networks for 3D Shape Synthesis and Analysis
Learning Descriptor Networks for 3D Shape Synthesis and Analysis
Jianwen Xie
Zilong Zheng
Ruiqi Gao
Wenguan Wang
Song-Chun Zhu
Ying Nian Wu
GAN3DV
86
145
0
02 Apr 2018
Learning Free-Form Deformations for 3D Object Reconstruction
Learning Free-Form Deformations for 3D Object Reconstruction
Dominic Jack
J. K. Pontes
Sridha Sridharan
Clinton Fookes
S. Shirazi
Frederic Maire
Anders P. Eriksson
3DPC
78
74
0
29 Mar 2018
Correcting differences in multi-site neuroimaging data using Generative
  Adversarial Networks
Correcting differences in multi-site neuroimaging data using Generative Adversarial Networks
H. Nguyen
R. Morris
Anthony W. Harris
Mayuresh S. Korgoankar
F. Ramos
MedIm
32
8
0
26 Mar 2018
Text2Shape: Generating Shapes from Natural Language by Learning Joint
  Embeddings
Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings
Kevin Chen
Chris Choy
Manolis Savva
Angel X. Chang
Thomas Funkhouser
Silvio Savarese
3DV
67
253
0
22 Mar 2018
Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey
Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey
Muzammal Naseer
Salman H Khan
Fatih Porikli
3DPC3DV
78
101
0
09 Mar 2018
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image
  Compositing
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing
Chen-Hsuan Lin
Ersin Yumer
Oliver Wang
Eli Shechtman
Simon Lucey
GAN
84
222
0
05 Mar 2018
NetGAN: Generating Graphs via Random Walks
NetGAN: Generating Graphs via Random Walks
Aleksandar Bojchevski
Oleksandr Shchur
Daniel Zügner
Stephan Günnemann
GANGNN
186
362
0
02 Mar 2018
Latent-space Physics: Towards Learning the Temporal Evolution of Fluid
  Flow
Latent-space Physics: Towards Learning the Temporal Evolution of Fluid Flow
S. Wiewel
M. Becher
N. Thürey
AI4CE
113
276
0
27 Feb 2018
Multi-View Silhouette and Depth Decomposition for High Resolution 3D
  Object Representation
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation
Edward James Smith
Scott Fujimoto
David Meger
SupR
70
53
0
27 Feb 2018
Robust GANs against Dishonest Adversaries
Robust GANs against Dishonest Adversaries
Zhi Xu
Chengtao Li
Stefanie Jegelka
AAML
80
3
0
27 Feb 2018
A Spatial Mapping Algorithm with Applications in Deep Learning-Based
  Structure Classification
A Spatial Mapping Algorithm with Applications in Deep Learning-Based Structure Classification
T. Corcoran
R. Zamora-Resendiz
Xinlian Liu
S. Crivelli
3DPC3DV
40
16
0
07 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View
Dense 3D Object Reconstruction from a Single Depth View
Bo Yang
Stefano Rosa
Andrew Markham
Niki Trigoni
Hongkai Wen
GAN3DV
84
119
0
01 Feb 2018
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