v1v2 (latest)

Unsupervised Learning of 3D Structure from Images

3 July 2016

Danilo Jimenez Rezende

Papers citing "Unsupervised Learning of 3D Structure from Images"

50 / 225 papers shown

Title
Dense Object Reconstruction from RGBD Images with Embedded Deep Shape Representations Lan Hu Yuchen Cao Peng Wu L. Kneip 70 4 0 11 Oct 2018
Taming VAEs Danilo Jimenez Rezende Fabio Viola DRL CML 104 186 0 01 Oct 2018
Sparse-to-Continuous: Enhancing Monocular Depth Estimation using Occupancy Maps N. D. S. Rosa Vitor Campagnolo Guizilini V. Grassi MDE 3DV 49 19 0 24 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 104 184 0 13 Sep 2018
Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers Zhen He Jian Li Daxue Liu Hangen He David Barber VOT 88 54 0 10 Sep 2018
3D Surface Reconstruction by Pointillism Olivia Wiles Andrew Zisserman 3DV 3DPC 3DH 54 1 0 06 Sep 2018
3D-Aware Scene Manipulation via Inverse Graphics Shunyu Yao T. Hsu Jun-Yan Zhu Jiajun Wu Antonio Torralba William T. Freeman J. Tenenbaum 3DPC 3DV 141 86 0 28 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 119 72 0 14 Aug 2018
SAGNet:Structure-aware Generative Network for 3D-Shape Modeling Zhijie Wu Xiang Wang Di Lin Dani Lischinski Daniel Cohen-Or Hui Huang 3DPC 81 49 0 12 Aug 2018
3D Conceptual Design Using Deep Learning Zhangsihao Yang Haoliang Jiang Lan Zou 3DPC 23 3 0 05 Aug 2018
iSPA-Net: Iterative Semantic Pose Alignment Network Jogendra Nath Kundu Aditya Ganeshan V. RahulM. Aditya Prakash R. Venkatesh Babu 52 4 0 03 Aug 2018
Layer-structured 3D Scene Inference via View Synthesis Shubham Tulsiani Richard Tucker Noah Snavely 3DV 68 170 0 26 Jul 2018
Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision Paul Henderson Vittorio Ferrari 3DV 82 81 0 24 Jul 2018
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 3DV 3DPC 85 157 0 20 Jul 2018
Latent Transformations for Object View Points Synthesis Sangpil Kim Nick Winovich Guang Lin K. Ramani ViT 31 1 0 12 Jul 2018
CR-GAN: Learning Complete Representations for Multi-view Generation Yu Tian Xi Peng Long Zhao Shaoting Zhang Dimitris N. Metaxas GAN SSL 81 149 0 28 Jun 2018
RenderNet: A deep convolutional network for differentiable rendering from 3D shapes Thu Nguyen-Phuoc Chuan Li Stephen Balaban Yong-Liang Yang 3DV 144 154 0 18 Jun 2018
View-volume Network for Semantic Scene Completion from a Single Depth Image Yu-Xiao Guo Xin Tong 3DV 3DPC 74 66 0 14 Jun 2018
Generating Sentences Using a Dynamic Canvas Harshil Shah Bowen Zheng David Barber 68 7 0 13 Jun 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 106 106 0 18 May 2018
Recurrent Neural Network for Learning DenseDepth and Ego-Motion from Video Rui Wang Jan-Michael Frahm Stephen M. Pizer 3DV MDE 59 9 0 17 May 2018
Neural Kinematic Networks for Unsupervised Motion Retargetting Ruben Villegas Jimei Yang Duygu Ceylan Honglak Lee GAN 125 220 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 147 457 0 12 Apr 2018
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation Helge Rhodin Mathieu Salzmann Pascal Fua 3DH SSL 69 235 0 03 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 88 74 0 29 Mar 2018
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 195 607 0 20 Mar 2018
Kinematic Morphing Networks for Manipulation Skill Transfer Péter Englert Marc Toussaint 3DPC 33 5 0 05 Mar 2018
Leveraging the Exact Likelihood of Deep Latent Variable Models Pierre-Alexandre Mattei J. Frellsen DRL 114 67 0 13 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 107 119 0 01 Feb 2018
Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 62 205 0 11 Jan 2018
Deep Supervision with Intermediate Concepts Chi Li M. Zia Quoc-Huy Tran Xiang Yu Gregory Hager Manmohan Chandraker 82 75 0 08 Jan 2018
Image2Mesh: A Learning Framework for Single Image 3D Reconstruction J. K. Pontes Chen Kong Sridha Sridharan Simon Lucey Anders P. Eriksson Clinton Fookes 3DV 103 128 0 29 Nov 2017
SilNet : Single- and Multi-View Reconstruction by Learning from Silhouettes Olivia Wiles Andrew Zisserman 3DPC 96 97 0 21 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 172 1,049 0 20 Nov 2017
End-to-end 3D shape inverse rendering of different classes of objects from a single input image S. Kamyab Z. Azimifar 3DPC 3DV 66 2 0 11 Nov 2017
MarrNet: 3D Shape Reconstruction via 2.5D Sketches Jiajun Wu Yifan Wang Tianfan Xue Xingyuan Sun Bill Freeman J. Tenenbaum 3DV 154 421 0 08 Nov 2017
Interpretable Transformations with Encoder-Decoder Networks Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow DRL 74 101 0 19 Oct 2017
Single-image Tomography: 3D Volumes from 2D Cranial X-Rays Philipp Henzler V. Rasche Timo Ropinski Tobias Ritschel MedIm 78 13 0 13 Oct 2017
Towards CNN map representation and compression for camera relocalisation Luis Contreras W. Mayol-Cuevas 58 6 0 15 Sep 2017
Variational Autoencoders for Deforming 3D Mesh Models Qingyang Tan Lin Gao Yu-kun Lai Shi-hong Xia AI4CE 114 201 0 13 Sep 2017
ShapeCodes: Self-Supervised Feature Learning by Lifting Views to Viewgrids Dinesh Jayaraman Ruohan Gao Kristen Grauman SSL 99 5 0 01 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 97 198 0 26 Aug 2017
Learning 6-DOF Grasping Interaction via Deep Geometry-aware 3D Representations Xinchen Yan Jasmine Hsu Mohi Khansari Yunfei Bai Arkanath Pathak Abhinav Gupta James Davidson Honglak Lee 103 8 0 24 Aug 2017
Learning a Multi-View Stereo Machine Abhishek Kar Christian Häne Jitendra Malik 3DV 75 530 0 17 Aug 2017
DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image Andrey Kurenkov Jingwei Ji Animesh Garg Viraj Mehta JunYoung Gwak Chris Choy Silvio Savarese 3DV 73 117 0 11 Aug 2017
Learning to Synthesize a 4D RGBD Light Field from a Single Image Pratul P. Srinivasan Tongzhou Wang Ashwin Sreelal R. Ramamoorthi Ren Ng 3DV 74 239 0 10 Aug 2017
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks Chuhang Zou Ersin Yumer Jimei Yang Duygu Ceylan Derek Hoiem 3DV 87 209 0 04 Aug 2017
Improved Adversarial Systems for 3D Object Generation and Reconstruction Edward James Smith David Meger GAN 111 172 0 29 Jul 2017
Compact Model Representation for 3D Reconstruction J. K. Pontes Chen Kong Anders P. Eriksson Clinton Fookes Sridha Sridharan Simon Lucey 3DV 68 17 0 23 Jul 2017
Shape Generation using Spatially Partitioned Point Clouds Matheus Gadelha Subhransu Maji Rui Wang 3DPC 53 12 0 19 Jul 2017