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"

50 / 374 papers shown

Title
View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions Zhizhong Han Mingyang Shang Yu-Shen Liu Matthias Zwicker SSL 3DV GAN 19 135 0 07 Nov 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 35 118 0 29 Oct 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 25 244 0 22 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 10 209 0 13 Oct 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 28 195 0 12 Oct 2018
Point Cloud Colorization Based on Densely Annotated 3D Shape Dataset Xu Cao K. Nagao 3DH 3DPC 8 19 0 12 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 11 68 0 04 Oct 2018
3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image Priyanka Mandikal L. NavaneetK. R. Venkatesh Babu 3DPC 3DV 11 43 0 30 Sep 2018
Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes Peng-Shuai Wang Chun-Yu Sun Yang Liu Xin Tong 3DPC 3DV MedIm 22 121 0 21 Sep 2018
Deep Textured 3D Reconstruction of Human Bodies Abbhinav Venkat Sai Sagar Jinka Avinash Sharma 3DH 22 20 0 18 Sep 2018
SCORES: Shape Composition with Recursive Substructure Priors Chenyang Zhu Kai Xu S. Chaudhuri Renjiao Yi Hao Zhang 3DPC 8 76 0 14 Sep 2018
A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM Hyeonwoo Yu Beomhee Lee 41 21 0 14 Sep 2018
Learning Shape Priors for Single-View 3D Completion and Reconstruction Jiajun Wu Chengkai Zhang Xiuming Zhang Zhoutong Zhang William T. Freeman J. Tenenbaum 3DV 21 184 0 13 Sep 2018
Deep Single-View 3D Object Reconstruction with Visual Hull Embedding Hanqing Wang Jiaolong Yang Wei Liang Xin Tong 3DV 13 24 0 10 Sep 2018
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 24 116 0 09 Aug 2018
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 GAN 3DPC 21 125 0 06 Aug 2018
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks Rongtian Ye Fangyu Liu Liqiang Zhang MDE 13 46 0 05 Aug 2018
Structure-Aware Shape Synthesis Elena Balashova Vivek Singh Jiangping Wang Brian Teixeira Terrence Chen Thomas Funkhouser 24 21 0 04 Aug 2018
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 3DV VGen 39 139 0 24 Jul 2018
Peeking Behind Objects: Layered Depth Prediction from a Single Image Helisa Dhamo Keisuke Tateno Iro Laina Nassir Navab Federico Tombari GAN 3DV 32 60 0 23 Jul 2018
Learning Single-Image Depth from Videos using Quality Assessment Networks Weifeng Chen Shengyi Qian Jia Deng 30 67 0 25 Jun 2018
CapsGAN: Using Dynamic Routing for Generative Adversarial Networks Raeid Saqur Sal Vivona GAN 22 24 0 07 Jun 2018
BourGAN: Generative Networks with Metric Embeddings Chang Xiao Peilin Zhong Changxi Zheng GAN 18 69 0 19 May 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 35 106 0 18 May 2018
GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks Amir Yazdanbakhsh Hajar Falahati Philip J. Wolfe K. Samadi N. Kim H. Esmaeilzadeh 24 71 0 10 May 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 20 139 0 29 Apr 2018
Im2Struct: Recovering 3D Shape Structure from a Single RGB Image Chengjie Niu Jun Li Kai Xu 3DV 20 126 0 16 Apr 2018
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 23 451 0 12 Apr 2018
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 18 72 0 29 Mar 2018
Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings Kevin Chen Chris Choy Manolis Savva Angel X. Chang Thomas Funkhouser Silvio Savarese 3DV 32 247 0 22 Mar 2018
Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey Muzammal Naseer Salman H Khan Fatih Porikli 3DPC 3DV 19 100 0 09 Mar 2018
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing Chen-Hsuan Lin Ersin Yumer Oliver Wang Eli Shechtman Simon Lucey GAN 33 222 0 05 Mar 2018
NetGAN: Generating Graphs via Random Walks Aleksandar Bojchevski Oleksandr Shchur Daniel Zügner Stephan Günnemann GAN GNN 29 360 0 02 Mar 2018
Latent-space Physics: Towards Learning the Temporal Evolution of Fluid Flow S. Wiewel M. Becher N. Thürey AI4CE 24 271 0 27 Feb 2018
Robust GANs against Dishonest Adversaries Zhi Xu Chengtao Li Stefanie Jegelka AAML 34 3 0 27 Feb 2018
A Spatial Mapping Algorithm with Applications in Deep Learning-Based Structure Classification T. Corcoran R. Zamora-Resendiz Xinlian Liu S. Crivelli 3DPC 3DV 18 16 0 07 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 19 115 0 01 Feb 2018
FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation Yaoqing Yang Chen Feng Yiru Shen Dong Tian 3DPC 40 75 0 19 Dec 2017
Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene Shubham Tulsiani Saurabh Gupta David Fouhey Alexei A. Efros Jitendra Malik 3DV 37 133 0 05 Dec 2017
Deformable Shape Completion with Graph Convolutional Autoencoders Or Litany A. Bronstein M. Bronstein A. Makadia 23 222 0 01 Dec 2017
Image2Mesh: A Learning Framework for Single Image 3D Reconstruction J. K. Pontes Chen Kong Sridha Sridharan Simon Lucey Anders P. Eriksson Clinton Fookes 3DV 24 126 0 29 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 24 1,038 0 20 Nov 2017
High-resolution Deep Convolutional Generative Adversarial Networks J. Curtò I. Zarza Fernando de la Torre Irwin King Michael R. Lyu GAN 35 35 0 17 Nov 2017
Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks Weiyue Wang Qiangui Huang Suya You Chao Yang Ulrich Neumann GAN 3DPC 44 167 0 17 Nov 2017
3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network Renato Hermoza I. Sipiran GAN 33 55 0 17 Nov 2017
MarrNet: 3D Shape Reconstruction via 2.5D Sketches Jiajun Wu Yifan Wang Tianfan Xue Xingyuan Sun Bill Freeman J. Tenenbaum 3DV 54 418 0 08 Nov 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 57 2,973 0 19 Oct 2017
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55 L. Yi Lin Shao Manolis Savva Haibin Huang Yang Zhou ... Silvio Savarese Pat Hanrahan Thomas Funkhouser Hao Su Leonidas J. Guibas 3DV 25 66 0 17 Oct 2017
Mesh-based Autoencoders for Localized Deformation Component Analysis Qingyang Tan Lin Gao Yu-Kun Lai Jie-jin Yang Shi-hong Xia 29 64 0 13 Sep 2017
3D Object Reconstruction from a Single Depth View with Adversarial Learning Bo Yang Hongkai Wen Sen Wang R. Clark Andrew Markham A. Trigoni GAN 33 198 0 26 Aug 2017