AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation

15 February 2018

Papers citing "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation"

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Title
Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics Oier Mees Maxim Tatarchenko Thomas Brox Wolfram Burgard 11 22 0 17 Oct 2019
Higher Order Function Networks for View Planning and Multi-View Reconstruction Selim Engin Eric Mitchell Dongkyu Choi Volkan Isler Daniel D. Lee 3DV OffRL 9 5 0 04 Oct 2019
Learning an Effective Equivariant 3D Descriptor Without Supervision Riccardo Spezialetti Samuele Salti Luigi Di Stefano SSL 25 40 0 15 Sep 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 39 252 0 12 Sep 2019
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors Bram Wallace B. Hariharan 3DV 25 41 0 03 Sep 2019
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks J. Pan Xiaoguang Han Weikai Chen Jiapeng Tang Kui Jia 108 190 0 01 Sep 2019
Developing Creative AI to Generate Sculptural Objects Songwei Ge Austin Dill Eunsu Kang Chun-Liang Li Lingyao Zhang Manzil Zaheer Barnabás Póczós 3DPC 18 8 0 20 Aug 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image Roman Klokov Jakob Verbeek Edmond Boyer 3DV 33 15 0 20 Aug 2019
Geometric Disentanglement for Generative Latent Shape Models Tristan Aumentado-Armstrong Stavros Tsogkas Allan D. Jepson Sven J. Dickinson DRL 30 54 0 18 Aug 2019
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua D. Rosen Sai-Kit Yeung 3DPC 27 167 0 17 Aug 2019
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 36 347 0 17 Aug 2019
Deep Meta Functionals for Shape Representation G. Littwin Lior Wolf 3DPC 13 80 0 17 Aug 2019
Learning elementary structures for 3D shape generation and matching Theo Deprelle Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 18 187 0 13 Aug 2019
SDM-NET: Deep Generative Network for Structured Deformable Mesh Lin Gao Jie Yang Tong Wu Yu-Jie Yuan Hongbo Fu Yu-Kun Lai Hao Zhang 3DV 30 195 0 13 Aug 2019
StructureNet: Hierarchical Graph Networks for 3D Shape Generation Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas J. Guibas 3DPC 33 133 0 01 Aug 2019
Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images Valentin Gabeur Jean-Sébastien Franco Xavier Martin Cordelia Schmid Grégory Rogez 3DH 21 134 0 01 Aug 2019
Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling Jia Zheng Junfei Zhang Jing Li Rui Tang Shenghua Gao Zihan Zhou 3DV 22 262 0 01 Aug 2019
Silhouette Guided Point Cloud Reconstruction beyond Occlusion Chuhang Zou Derek Hoiem 3DPC 3DH 3DV 20 11 0 29 Jul 2019
Higher-Order Function Networks for Learning Composable 3D Object Representations E. Mitchell Kazim Selim Engin Volkan Isler Daniel D. Lee AI4CE 3DPC 21 22 0 24 Jul 2019
Deep-SLAM++: Object-level RGBD SLAM based on class-specific deep shape priors Lan Hu Wanting Xu Kun Huang L. Kneip 24 15 0 23 Jul 2019
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction Fangqiao Hu Jin Zhao Yong Huang Hui Li 3DV 25 7 0 08 Jul 2019
Unsupervised cycle-consistent deformation for shape matching Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 19 42 0 06 Jul 2019
Multiview Aggregation for Learning Category-Specific Shape Reconstruction Srinath Sridhar Davis Rempe Julien P. C. Valentin Sofien Bouaziz Leonidas J. Guibas 3DV 19 31 0 01 Jul 2019
Learning Manifold Patch-Based Representations of Man-Made Shapes Dmitriy Smirnov Mikhail Bessmeltsev Justin Solomon SSL 3DPC 23 18 0 28 Jun 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming Liu Serge J. Belongie Bharath Hariharan 3DPC 40 660 0 28 Jun 2019
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization I. Lim Moritz Ibing Leif Kobbelt 3DPC 3DV 27 15 0 27 Jun 2019
Large-scale 3D point cloud representations via graph inception networks with applications to autonomous driving Siheng Chen Sufeng Niu Tian Lan Baoan Liu GNN 3DPC 11 31 0 26 Jun 2019
Learning Part Generation and Assembly for Structure-aware Shape Synthesis Jun Li Chengjie Niu Kai Xu 3DPC 22 74 0 16 Jun 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 30 347 0 15 Jun 2019
Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects Yang Xiao Xuchong Qiu Pierre-Alain Langlois Mathieu Aubry Renaud Marlet 3DPC 27 67 0 12 Jun 2019
Inferring 3D Shapes from Image Collections using Adversarial Networks Matheus Gadelha Aartika Rai Subhransu Maji Rui Wang GAN 10 6 0 11 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 80 1,267 0 04 Jun 2019
Controlling Neural Level Sets Matan Atzmon Niv Haim Lior Yariv Ofer Israelov Haggai Maron Y. Lipman AI4CE 22 118 0 28 May 2019
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction Qiangeng Xu Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DH 3DV 61 558 0 26 May 2019
DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects E. Tretschk A. Tewari Michael Zollhöfer Vladislav Golyanik Christian Theobalt AI4CE 3DV 16 42 0 24 May 2019
Rank3DGAN: Semantic mesh generation using relative attributes Y. Saquil Qun-Ce Xu Yong-Liang Yang P. Hall GAN 23 4 0 24 May 2019
Learning to Reconstruct 3D Manhattan Wireframes from a Single Image Yichao Zhou Haozhi Qi Yuexiang Zhai Qi Sun Zhili Chen Li-Yi Wei Yi Ma 3DV 14 63 0 17 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 50 296 0 17 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 87 1,246 0 13 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 31 71 0 11 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
End-to-End Wireframe Parsing Yichao Zhou Haozhi Qi Yi Ma 3DV 8 158 0 08 May 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
Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction Yi Wei Shaohui Liu Wang Zhao Jiwen Lu Jie Zhou 3DV 27 30 0 14 Apr 2019
Transformable Bottleneck Networks Kyle Olszewski Sergey Tulyakov Oliver J. Woodford Hao Li Linjie Luo 37 77 0 13 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
Learning joint reconstruction of hands and manipulated objects Yana Hasson Gül Varol Dimitrios Tzionas Igor Kalevatykh Michael J. Black Ivan Laptev Cordelia Schmid 3DH 11 523 0 11 Apr 2019
Context-aware Human Motion Prediction Enric Corona Albert Pumarola Guillem Alenyà Francesc Moreno-Noguer 3DH 11 139 0 06 Apr 2019
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 3DPC 25 150 0 03 Apr 2019
Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction Chen-Hsuan Lin Oliver Wang Bryan C. Russell Eli Shechtman Vladimir G. Kim Matthew Fisher Simon Lucey 24 66 0 20 Mar 2019