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Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling

24 October 2016

Jiajun Wu

Papers citing "Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling"

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Title
Intuitive and Efficient Roof Modeling for Reconstruction and Synthesis Jing Ren Biao Zhang Bojian Wu Jianqiang Huang Lubin Fan M. Ovsjanikov Peter Wonka 63 19 0 16 Sep 2021
Simultaneous Object Reconstruction and Grasp Prediction using a Camera-centric Object Shell Representation Nikhil Chavan-Dafle S. Popovych Shubham Agrawal Daniel D. Lee Volkan Isler 78 9 0 14 Sep 2021
Single Image 3D Object Estimation with Primitive Graph Networks Qian He Desen Zhou Bo Wan Xuming He 3DV 3DPC 88 5 0 09 Sep 2021
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories Wonbong Jang Lourdes Agapito 102 221 0 03 Sep 2021
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 62 8 0 03 Sep 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 166 470 0 01 Sep 2021
Category-Level Metric Scale Object Shape and Pose Estimation Taeyeop Lee Byeong-uk Lee Myungchul Kim In So Kweon 96 53 0 01 Sep 2021
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving Jingzhi Tu Gang Mei F. Piccialli 3DPC 95 2 0 01 Sep 2021
Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds Siyuan Huang Yichen Xie Song-Chun Zhu Yixin Zhu 3DPC 101 211 0 01 Sep 2021
Scene Synthesis via Uncertainty-Driven Attribute Synchronization Haitao Yang Zaiwei Zhang Siming Yan Haibin Huang Chongyang Ma Yi Zheng Minh Nguyen Qi-Xing Huang 3DV 59 33 0 30 Aug 2021
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators Qi-Xing Huang Xiangru Huang Bo Sun Zaiwei Zhang Junfeng Jiang Minh Nguyen 98 36 0 21 Aug 2021
Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DV 3DPC 92 34 0 20 Aug 2021
Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields Matan Atzmon David Novotny Andrea Vedaldi Y. Lipman AI4CE 59 19 0 19 Aug 2021
Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment Reconstruction Fang Zhao Wenhao Wang Tianran Ouyang Ling Shao 3DH 123 51 0 19 Aug 2021
LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies Dominic Roberts Aram Danielyan Hang Chu Mani Golparvar-Fard David A. Forsyth 3DPC 3DV 136 9 0 18 Aug 2021
Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks Yu-Qi Yang Peng-Shuai Wang Yang Liu 3DPC 49 2 0 16 Aug 2021
SP-GAN: Sphere-Guided 3D Shape Generation and Manipulation Ruihui Li Xianzhi Li Ka-Hei Hui Chi-Wing Fu 99 38 0 10 Aug 2021
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 149 9 0 08 Aug 2021
Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models Zhenge Zhao Panpan Xu C. Scheidegger Liu Ren 51 39 0 08 Aug 2021
3DRIMR: 3D Reconstruction and Imaging via mmWave Radar based on Deep Learning Yue Sun Zhuoming Huang Honggang Zhang Zhi Cao Deqiang Xu 41 34 0 05 Aug 2021
Localized Shape Modelling with Global Coherence: An Inverse Spectral Approach Marco Pegoraro Simone Melzi U. Castellani R. Marin Emanuele Rodolà 75 2 0 04 Aug 2021
Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis Fayao Liu Guosheng Lin Chuan-Sheng Foo Chaitanya K. Joshi Jie Lin 3DPC 29 6 0 04 Aug 2021
HyperColor: A HyperNetwork Approach for Synthesizing Auto-colored 3D Models for Game Scenes Population Ivan Kostiuk Przemysław Stachura S. Tadeja Tomasz Trzciñski Przemysław Spurek 102 4 0 03 Aug 2021
Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN Fariborz Taherkhani Veeru Talreja J. Dawson Matthew C. Valenti Nasser M. Nasrabadi GAN CVBM 59 2 0 29 Jul 2021
A Deep Signed Directional Distance Function for Object Shape Representation Ehsan Zobeidi Nikolay Atanasov 3DV 46 13 0 23 Jul 2021
DOVE: Learning Deformable 3D Objects by Watching Videos Shangzhe Wu Tomas Jakab Christian Rupprecht Andrea Vedaldi 3DH 125 65 0 22 Jul 2021
3D Shape Generation with Grid-based Implicit Functions Moritz Ibing I. Lim Leif Kobbelt 80 59 0 22 Jul 2021
A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction Bowen Hu Baiying Lei Yanyan Shen Yong Liu Shuqiang Wang 3DV 3DPC MedIm 49 12 0 21 Jul 2021
Early-Phase Performance-Driven Design using Generative Models Spyridon Ampanavos A. Malkawi AI4CE 21 5 0 19 Jul 2021
Fast and Explicit Neural View Synthesis Pengsheng Guo Miguel Angel Bautista Alex Colburn Liang Yang Daniel Ulbricht J. Susskind Qi Shan 3DV 80 34 0 12 Jul 2021
Staying in Shape: Learning Invariant Shape Representations using Contrastive Learning Jeffrey Gu Serena Yeung 67 5 0 08 Jul 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 79 81 0 05 Jul 2021
HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks J. Malik Soshi Shimada Ahmed Elhayek Sk Aziz Ali Christian Theobalt Vladislav Golyanik D. Stricker 3DH 77 27 0 02 Jul 2021
Adversarial Machine Learning for Cybersecurity and Computer Vision: Current Developments and Challenges B. Xi AAML 44 29 0 30 Jun 2021
Learning Mesh Representations via Binary Space Partitioning Tree Networks Zhiqin Chen Andrea Tagliasacchi Hao Zhang 3DPC 3DV AI4CE 84 7 0 27 Jun 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 120 6 0 24 Jun 2021
Neural Marching Cubes Zhiqin Chen Hao Zhang 110 82 0 21 Jun 2021
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction Mateusz Michalkiewicz Stavros Tsogkas Sarah Parisot Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 3DPC 54 2 0 11 Jun 2021
ViT-Inception-GAN for Image Colourising Tejas Bana Jatan Loya Siddhant Kulkarni ViT 32 1 0 11 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 75 236 0 07 Jun 2021
Neural Implicit 3D Shapes from Single Images with Spatial Patterns Yixin Zhuang Yunzhe Liu Yujie Wang Baoquan Chen 3DPC 31 0 0 06 Jun 2021
Latent Space Exploration Using Generative Kernel PCA David Winant J. Schreurs Johan A. K. Suykens 35 12 0 28 May 2021
DeepCAD: A Deep Generative Network for Computer-Aided Design Models Rundi Wu Chang Xiao Changxi Zheng 3DPC 94 173 0 20 May 2021
Local Aggressive Adversarial Attacks on 3D Point Cloud Yiming Sun F. Chen Zhiyu Chen Mingjie Wang 3DPC AAML 61 16 0 19 May 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks Jiapeng Tang Jiabao Lei Dan Xu Feiying Ma Kui Jia Lei Zhang 3DPC 85 74 0 08 May 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 205 290 0 04 May 2021
D-OccNet: Detailed 3D Reconstruction Using Cross-Domain Learning Minhaj Uddin Ansari Talha Bilal Naeem Akhter 3DV 32 1 0 28 Apr 2021
Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation Kai-Hung Chang Chin-Yi Cheng Jieliang Luo Shingo Murata M. Nourbakhsh Yoshito Tsuji AI4CE 34 34 0 27 Apr 2021
ShapeMOD: Macro Operation Discovery for 3D Shape Programs R. K. Jones David Charatan Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 69 9 0 13 Apr 2021
Neural RGB-D Surface Reconstruction Dejan Azinović Ricardo Martín Brualla Dan B. Goldman Matthias Nießner Justus Thies 3DH 3DV 80 281 0 09 Apr 2021