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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
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 139 863 0 24 Feb 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 112 262 0 23 Feb 2020
Assembling Semantically-Disentangled Representations for Predictive-Generative Models via Adaptation from Synthetic Domain B. Donderici Caleb New Chenliang Xu GAN AI4CE 30 1 0 23 Feb 2020
The Automated Inspection of Opaque Liquid Vaccines Gregory Palmer Benjamin Schnieders Rahul Savani K. Tuyls J. Fossel H. Flore MedIm 51 7 0 21 Feb 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 99 101 0 19 Feb 2020
Hypernetwork approach to generating point clouds Przemysław Spurek Sebastian Winczowski Jacek Tabor M. Zamorski Maciej Ziȩba Tomasz Trzciñski 3DPC 111 34 0 10 Feb 2020
Adversarial Generation of Continuous Implicit Shape Representations Marian Kleineberg Matthias Fey F. Weichert 3DPC GAN 82 61 0 02 Feb 2020
Depth Based Semantic Scene Completion with Position Importance Aware Loss Yu Liu Jie Li Xia Yuan Chunxia Zhao Roland Siegwart Ian Reid Cesar Cadena 3DPC 169 56 0 29 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 109 843 0 20 Jan 2020
Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors Lulu Tang Ke Chen Chaozheng Wu Yu Hong Kui Jia Zhixin Yang 3DPC 60 24 0 14 Jan 2020
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 88 45 0 23 Dec 2019
P $^2$ GNet: Pose-Guided Point Cloud Generating Networks for 6-DoF Object Pose Estimation Peiyu Yu Yongming Rao Jiwen Lu Jie Zhou 3DPC 58 5 0 19 Dec 2019
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 125 1,001 0 16 Dec 2019
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 156 80 0 15 Dec 2019
Latent-Space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds Vage Egiazarian Savva Ignatyev Alexey Artemov Oleg Voynov A. Kravchenko Youyi Zheng Luiz Velho Evgeny Burnaev 3DPC 47 8 0 13 Dec 2019
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 85 49 0 12 Dec 2019
Feeding the zombies: Synthesizing brain volumes using a 3D progressive growing GAN Anders Eklund MedIm AI4CE 50 13 0 11 Dec 2019
3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Kohei Yamashita S. Nobuhara Ko Nishino 3DGS 3DV 39 1 0 10 Dec 2019
Spectral-GANs for High-Resolution 3D Point-cloud Generation Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 3DPC 77 37 0 04 Dec 2019
Representation Learning on Unit Ball with 3D Roto-Translational Equivariance Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 64 8 0 30 Nov 2019
DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing Shaohui Liu Yinda Zhang Songyou Peng Boxin Shi Marc Pollefeys Zhaopeng Cui 144 286 0 29 Nov 2019
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild Shangzhe Wu Christian Rupprecht Andrea Vedaldi OCL 112 310 0 25 Nov 2019
StructEdit: Learning Structural Shape Variations Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 69 45 0 25 Nov 2019
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes Rundi Wu Yixin Zhuang Kai Xu Hao Zhang Baoquan Chen 3DPC 3DV 120 169 0 25 Nov 2019
SAL: Sign Agnostic Learning of Shapes from Raw Data Matan Atzmon Y. Lipman 3DPC FedML 170 514 0 23 Nov 2019
Compressing Representations for Embedded Deep Learning Juliano S. Assine Alan Godoy Eduardo Valle 63 3 0 23 Nov 2019
GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise Transformations Xiang Gao Wei Hu Guo-Jun Qi 3DPC 88 44 0 19 Nov 2019
Learning Permutation Invariant Representations using Memory Networks Shivam Kalra Mohammed Adnan Graham W. Taylor Hamid Tizhoosh 68 24 0 18 Nov 2019
BSP-Net: Generating Compact Meshes via Binary Space Partitioning Zhiqin Chen Andrea Tagliasacchi Hao Zhang 161 312 0 16 Nov 2019
GraphX-Convolution for Point Cloud Deformation in 2D-to-3D Conversion Anh-Duc Nguyen Seonghwan Choi Woojae Kim Sanghoon Lee 3DPC 63 32 0 15 Nov 2019
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research Krishna Murthy Jatavallabhula Edward James Smith Jean-Francois Lafleche Clement Fuji-Tsang Artem Rozantsev Wenzheng Chen Tommy Xiang Rev Lebaredian Sanja Fidler 3DPC AI4CE 93 127 0 12 Nov 2019
Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images Talip Uçar 46 0 0 31 Oct 2019
On the Benefit of Adversarial Training for Monocular Depth Estimation R. Groenendijk Sezer Karaoglu Theo Gevers Thomas Mensink GAN MDE 144 29 0 29 Oct 2019
Geometry-Aware Neural Rendering Joshua Tobin OpenAI Pieter Abbeel 3DV 58 23 0 28 Oct 2019
CorrGAN: Sampling Realistic Financial Correlation Matrices Using Generative Adversarial Networks Gautier Marti GAN 86 45 0 21 Oct 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 170 195 0 18 Oct 2019
Conditional Invertible Flow for Point Cloud Generation Michal Stypulkowski M. Zamorski Maciej Ziȩba J. Chorowski 3DPC 41 15 0 16 Oct 2019
PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models Lin Gao Ling-Xiao Zhang Hsien-Yu Meng Yi Ren Yu-kun Lai Leif Kobbelt 3DV 90 47 0 15 Oct 2019
Image Generation and Recognition (Emotions) Hanne Carlsson D. Kollias GAN 42 0 0 13 Oct 2019
Neural Multisensory Scene Inference Jae Hyun Lim Pedro H. O. Pinheiro Negar Rostamzadeh C. Pal Sungjin Ahn 48 10 0 06 Oct 2019
Unsupervised Generative 3D Shape Learning from Natural Images Attila Szabó Givi Meishvili Paolo Favaro GAN 3DH 3DV 69 69 0 01 Oct 2019
SegMap: Segment-based mapping and localization using data-driven descriptors Renaud Dubé Andrei Cramariuc Daniel Dugas H. Sommer Marcin Dymczyk Juan I. Nieto Roland Siegwart Cesar Cadena 70 185 0 27 Sep 2019
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis Atsuhiro Noguchi Tatsuya Harada GAN 81 30 0 27 Sep 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 77 255 0 12 Sep 2019
Learning Priors for Adversarial Autoencoders Hui-Po Wang Wen-Hsiao Peng Wei-Jan Ko GAN 41 17 0 10 Sep 2019
An Acceleration Framework for High Resolution Image Synthesis Jinlin Liu Yuan Yao Jianqiang Ren 62 10 0 09 Sep 2019
Exploring Temporal Differences in 3D Convolutional Neural Networks Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 3DPC AI4TS 34 3 0 07 Sep 2019
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors Bram Wallace B. Hariharan 3DV 67 41 0 03 Sep 2019
ForkNet: Multi-branch Volumetric Semantic Completion from a Single Depth Image Yida Wang D. Tan Nassir Navab Federico Tombari 3DV 3DPC 53 57 0 03 Sep 2019
Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures Jordan Hoffmann Louis Maestrati Yoshihide Sawada Jian Tang Jean Michel D. Sellier Yoshua Bengio DiffM 3DV 96 67 0 03 Sep 2019