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Unsupervised Learning of 3D Structure from Images

3 July 2016

Danilo Jimenez Rezende

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

25 / 225 papers shown

Title
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction Chen-Hsuan Lin Chen Kong Simon Lucey 3DV 95 427 0 21 Jun 2017
Interactive 3D Modeling with a Generative Adversarial Network Jerry Liu Feng Yu Thomas Funkhouser GAN 74 90 0 16 Jun 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 251 750 0 24 May 2017
Learning a Hierarchical Latent-Variable Model of 3D Shapes Shikun Liu C. Lee Giles Alexander Ororbia 3DV 67 6 0 17 May 2017
Unsupervised Learning of Depth and Ego-Motion from Video Tinghui Zhou Matthew A. Brown Noah Snavely D. Lowe MDE 238 2,582 0 25 Apr 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 184 561 0 20 Apr 2017
Unsupervised Creation of Parameterized Avatars Lior Wolf Yaniv Taigman Adam Polyak GAN 96 53 0 19 Apr 2017
Multi-View Image Generation from a Single-View Bo Zhao Xiao-Jun Wu Zhi-Qi Cheng Hao Liu Zequn Jie Jiashi Feng 3DH GAN 116 185 0 17 Apr 2017
OctNetFusion: Learning Depth Fusion from Data Gernot Riegler Ali O. Ulusoy Horst Bischof Andreas Geiger 3DPC 3DV 135 207 0 04 Apr 2017
Hierarchical Surface Prediction for 3D Object Reconstruction Christian Häne Shubham Tulsiani Jitendra Malik 3DV 152 332 0 03 Apr 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 131 741 0 28 Mar 2017
SurfNet: Generating 3D shape surfaces using deep residual networks Ayan Sinha Asim Unmesh Qi-Xing Huang K. Ramani 91 179 0 12 Mar 2017
Towards CNN Map Compression for camera relocalisation Luis Contreras W. Mayol-Cuevas 39 5 0 02 Mar 2017
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation Chengde Wan Thomas Probst Luc Van Gool Angela Yao GAN 73 150 0 11 Feb 2017
3D Shape Induction from 2D Views of Multiple Objects Matheus Gadelha Subhransu Maji Rui Wang GAN 75 296 0 18 Dec 2016
Following Gaze Across Views Adrià Recasens Carl Vondrick A. Khosla Antonio Torralba 34 7 0 09 Dec 2016
3D Shape Segmentation with Projective Convolutional Networks E. Kalogerakis Melinos Averkiou Subhransu Maji S. Chaudhuri 3DV 3DPC 123 366 0 08 Dec 2016
Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing Chi Li M. Zia Quoc-Huy Tran Xiang Yu Gregory Hager Manmohan Chandraker 3DPC 3DV 116 91 0 08 Dec 2016
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 263 2,248 0 02 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 199 590 0 01 Dec 2016
Deep Variational Inference Without Pixel-Wise Reconstruction Siddharth Agrawal Ambedkar Dukkipati DRL 3DV BDL 85 13 0 16 Nov 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 319 1,483 0 15 Nov 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 492 1,964 0 24 Oct 2016
Deep disentangled representations for volumetric reconstruction Edward Grant Pushmeet Kohli Marcel van Gerven 3DV 50 30 0 12 Oct 2016
VConv-DAE: Deep Volumetric Shape Learning Without Object Labels Abhishek Sharma O. Grau Mario Fritz 3DPC 138 281 0 13 Apr 2016