Learning Shape Abstractions by Assembling Volumetric Primitives

1 December 2016

Papers citing "Learning Shape Abstractions by Assembling Volumetric Primitives"

36 / 236 papers shown

Title
Unsupervised Primitive Discovery for Improved 3D Generative Modeling Salman H. Khan Yulan Guo Munawar Hayat Nick Barnes 19 33 0 09 Jun 2019
Cerberus: A Multi-headed Derenderer Boyang Deng Simon Kornblith Geoffrey E. Hinton 3DH 33 8 0 28 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 18 427 0 09 May 2019
Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids Despoina Paschalidou Ali O. Ulusoy Andreas Geiger 25 193 0 22 Apr 2019
Deep Parametric Shape Predictions using Distance Fields Dmitriy Smirnov Matthew Fisher Vladimir G. Kim Richard Y. Zhang Justin Solomon 22 54 0 18 Apr 2019
Learning Shape Templates with Structured Implicit Functions Kyle Genova Forrester Cole Daniel Vlasic Aaron Sarna William T. Freeman Thomas Funkhouser 3DV 48 381 0 12 Apr 2019
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Ali K. Thabet Humam Alwassel Guohao Li 3DPC 36 28 0 30 Mar 2019
BAE-NET: Branched Autoencoder for Shape Co-Segmentation Zhiqin Chen K. Yin Matthew Fisher S. Chaudhuri Hao Zhang 25 137 0 27 Mar 2019
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading Paul Henderson V. Ferrari 3DV 26 127 0 19 Jan 2019
Primitive-based 3D Building Modeling, Sensor Simulation, and Estimation Xia Li Yen-Liang Lin James V. Miller Alex Cheon Walt Dixon 3DV 9 10 0 16 Jan 2019
Learning to Infer and Execute 3D Shape Programs Yonglong Tian Andrew F. Luo Xingyuan Sun Kevin Ellis William T. Freeman J. Tenenbaum Jiajun Wu 3DV 26 145 0 09 Jan 2019
Unsupervised Image Decomposition in Vector Layers Othman Sbai Camille Couprie Mathieu Aubry 41 8 0 13 Dec 2018
Visual Object Networks: Image Generation with Disentangled 3D Representation Jun-Yan Zhu Zhoutong Zhang Chengkai Zhang Jiajun Wu Antonio Torralba J. Tenenbaum Bill Freeman DRL CoGe OCL 38 253 0 06 Dec 2018
Supervised Fitting of Geometric Primitives to 3D Point Clouds Lingxiao Li Minhyuk Sung Anastasia Dubrovina L. Yi Leonidas J. Guibas 3DPC 10 176 0 22 Nov 2018
VV-Net: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation Hsien-Yu Meng Lin Gao Yu-Kun Lai Tianyi Zhou 3DPC DRL 27 223 0 11 Nov 2018
3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds Adrian Penate-Sanchez Lourdes Agapito 3DV 14 1 0 02 Nov 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 25 244 0 22 Oct 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
Physical Primitive Decomposition Zhijian Liu William T. Freeman J. Tenenbaum Jiajun Wu OCL 30 28 0 13 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 10 86 0 28 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 27 48 0 12 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
Parsing Geometry Using Structure-Aware Shape Templates Vignesh Ganapathi-Subramanian Olga Diamanti Soren Pirk Chengcheng Tang Matthias Niessner Leonidas J. Guibas 3DPC 3DV 16 37 0 03 Aug 2018
Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision Paul Henderson Vittorio Ferrari 3DV 16 81 0 24 Jul 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 36 542 0 06 Jul 2018
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image Chen Liu Jimei Yang Duygu Ceylan Ersin Yumer Yasutaka Furukawa 3DV 34 195 0 17 Apr 2018
Im2Struct: Recovering 3D Shape Structure from a Single RGB Image Chengjie Niu Jun Li Kai Xu 3DV 28 126 0 16 Apr 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 67 1,179 0 15 Feb 2018
CSGNet: Neural Shape Parser for Constructive Solid Geometry Gopal Sharma Rishabh Goyal Difan Liu E. Kalogerakis Subhransu Maji 3DV 12 189 0 22 Dec 2017
Variational Autoencoders for Deforming 3D Mesh Models Qingyang Tan Lin Gao Yu-Kun Lai Shi-hong Xia AI4CE 32 197 0 13 Sep 2017
Mesh-based Autoencoders for Localized Deformation Component Analysis Qingyang Tan Lin Gao Yu-Kun Lai Jie Yang Shi-hong Xia 35 64 0 13 Sep 2017
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks Chuhang Zou Ersin Yumer Jimei Yang Duygu Ceylan Derek Hoiem 3DV 19 207 0 04 Aug 2017
GRASS: Generative Recursive Autoencoders for Shape Structures Jun Li Kai Xu S. Chaudhuri Ersin Yumer Hao Zhang Leonidas J. Guibas 3DV 61 185 0 05 May 2017
Hierarchical Surface Prediction for 3D Object Reconstruction Christian Häne Shubham Tulsiani Jitendra Malik 3DV 22 331 0 03 Apr 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 27 738 0 28 Mar 2017
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression Aaron S. Jackson Adrian Bulat Vasileios Argyriou Georgios Tzimiropoulos 3DH 3DV 31 442 0 22 Mar 2017