Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision

24 July 2018

Papers citing "Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision"

20 / 20 papers shown

Title
Shape, Illumination, and Reflectance from Shading Jonathan T. Barron Jitendra Malik 3DV 33 728 0 07 Oct 2020
SilNet : Single- and Multi-View Reconstruction by Learning from Silhouettes Olivia Wiles Andrew Zisserman 3DPC 36 97 0 21 Nov 2017
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks Chuhang Zou Ersin Yumer Jimei Yang Duygu Ceylan Derek Hoiem 3DV 39 208 0 04 Aug 2017
Rethinking Reprojection: Closing the Loop for Pose-aware ShapeReconstruction from a Single Image Rui Zhu Hamed Kiani Galoogahi Chaoyang Wang Simon Lucey 3DV 54 90 0 15 Jul 2017
Weakly supervised 3D Reconstruction with Adversarial Constraint JunYoung Gwak Chris Choy Animesh Garg Manmohan Chandraker Silvio Savarese 3DV GAN 47 119 0 31 May 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 54 559 0 20 Apr 2017
SurfNet: Generating 3D shape surfaces using deep residual networks Ayan Sinha Asim Unmesh Qi-Xing Huang K. Ramani 41 179 0 12 Mar 2017
3D Shape Induction from 2D Views of Multiple Objects Matheus Gadelha Subhransu Maji Rui Wang GAN 52 293 0 18 Dec 2016
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 152 2,223 0 02 Dec 2016
3D Bounding Box Estimation Using Deep Learning and Geometry Arsalan Mousavian Dragomir Anguelov John Flynn Jana Kosecka 3DPC 108 981 0 01 Dec 2016
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas Guibas Alexei A. Efros Jitendra Malik 67 358 0 01 Dec 2016
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision Xinchen Yan Jimei Yang Ersin Yumer Yijie Guo Honglak Lee 3DV 75 590 0 01 Dec 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 252 1,949 0 24 Oct 2016
Unsupervised Learning of 3D Structure from Images Danilo Jimenez Rezende S. M. Ali Eslami S. Mohamed Peter W. Battaglia Max Jaderberg N. Heess 3DV SSL DRL 49 395 0 03 Jul 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 66 1,710 0 02 Apr 2016
Learning a Predictable and Generative Vector Representation for Objects Rohit Girdhar David Fouhey Mikel D. Rodriguez Abhinav Gupta 3DV 55 708 0 29 Mar 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 83 5,482 0 09 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 804 149,474 0 22 Dec 2014
Category-Specific Object Reconstruction from a Single Image Abhishek Kar Shubham Tulsiani João Carreira Jitendra Malik 3DV 42 287 0 22 Nov 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 358 16,962 0 20 Dec 2013