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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
I-nteract 2.0: A Cyber-Physical System to Design 3D Models using Mixed Reality Technologies and Deep Learning for Additive Manufacturing Ammar Malik H. Lhachemi Robert Shorten 32 0 0 21 Oct 2020
GAMesh: Guided and Augmented Meshing for Deep Point Networks Nitin Agarwal M. Gopi 3DPC 3DGS 200 4 0 19 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 58 1 0 19 Oct 2020
Cascaded Refinement Network for Point Cloud Completion with Self-supervision Xiaogang Wang M. Ang G. Lee 3DPC 111 33 0 17 Oct 2020
TM-NET: Deep Generative Networks for Textured Meshes Lin Gao Tong Wu Yu-Jie Yuan Ming Lin Yu-kun Lai Hao Zhang GAN 78 19 0 13 Oct 2020
Weakly Supervised Learning of Multi-Object 3D Scene Decompositions Using Deep Shape Priors Cathrin Elich Martin R. Oswald Marc Pollefeys Joerg Stueckler OCL 3DPC 3DV 170 12 0 08 Oct 2020
Representing Point Clouds with Generative Conditional Invertible Flow Networks Michal Stypulkowski Kacper Kania M. Zamorski Maciej Ziȩba Tomasz Trzciñski J. Chorowski 3DPC 92 4 0 07 Oct 2020
Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images H. Uzunova J. Ehrhardt Heinz Handels MedIm 70 45 0 06 Oct 2020
Unsupervised Point Cloud Pre-Training via Occlusion Completion Hanchen Wang Qi Liu Xiangyu Yue Joan Lasenby Matt J. Kusner 3DPC 118 255 0 02 Oct 2020
Self-Supervised Few-Shot Learning on Point Clouds Charu Sharma Manohar Kaul SSL 3DPC 83 98 0 29 Sep 2020
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time G. Takos SSeg 3DV VLM 90 19 0 27 Sep 2020
Deriving Visual Semantics from Spatial Context: An Adaptation of LSA and Word2Vec to generate Object and Scene Embeddings from Images M. Treder Juan Mayor-Torres C. Teufel 15 3 0 20 Sep 2020
Open-Ended Fine-Grained 3D Object Categorization by Combining Shape and Texture Features in Multiple Colorspaces Nils Keunecke S. Kasaei 39 0 0 19 Sep 2020
ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis R. K. Jones Theresa Barton Xianghao Xu Kai Wang Ellen Jiang Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 126 32 0 17 Sep 2020
Unsupervised Partial Point Set Registration via Joint Shape Completion and Registration Xiang Li Lingjing Wang Yi Fang 3DPC 47 7 0 11 Sep 2020
Improved Modeling of 3D Shapes with Multi-view Depth Maps Kamal Gupta Susmija Jabbireddy Ketul Shah Abhinav Shrivastava Matthias Zwicker 3DV 43 5 0 07 Sep 2020
A curvature and density-based generative representation of shapes Zi Ye Nobuyuki Umetani Takeo Igarashi T. Hoffmann 46 5 0 05 Sep 2020
DeformSyncNet: Deformation Transfer via Synchronized Shape Deformation Spaces Minhyuk Sung Zhenyu Jiang Panos Achlioptas Niloy J. Mitra Leonidas Guibas 3DPC 70 9 0 03 Sep 2020
Fed-Sim: Federated Simulation for Medical Imaging Daiqing Li Amlan Kar Nishant Ravikumar Alejandro F Frangi Sanja Fidler FedML MedIm AI4CE 80 22 0 01 Sep 2020
Category Level Object Pose Estimation via Neural Analysis-by-Synthesis Xu Chen Zijian Dong Mingli Song Andreas Geiger Otmar Hilliges 67 129 0 18 Aug 2020
Learning Gradient Fields for Shape Generation Ruojin Cai Guandao Yang Hadar Averbuch-Elor Jinwei Gu Serge J. Belongie Noah Snavely B. Hariharan 3DPC 130 286 0 14 Aug 2020
DTVNet+: A High-Resolution Scenic Dataset for Dynamic Time-lapse Video Generation Jiangning Zhang Chaoxi Xu Yong-Jin Liu Yunliang Jiang DiffM 41 1 0 11 Aug 2020
Attention-based 3D Object Reconstruction from a Single Image A. Salvi Nathan Gavenski E. Pooch Felipe Tasoniero Rodrigo C. Barros 3DV 51 8 0 11 Aug 2020
COALESCE: Component Assembly by Learning to Synthesize Connections K. Yin Zhiqin Chen S. Chaudhuri Matthew Fisher Vladimir G. Kim Hao Zhang 3DPC 122 45 0 05 Aug 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 76 52 0 03 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 91 119 0 01 Aug 2020
3DMaterialGAN: Learning 3D Shape Representation from Latent Space for Materials Science Applications Devendra K. Jangid Neal R. Brodnik Amil Khan M. Echlin Tresa M. Pollock Samantha Daly B. S. Manjunath GAN 3DV 29 3 0 27 Jul 2020
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DPC 80 70 0 26 Jul 2020
MRGAN: Multi-Rooted 3D Shape Generation with Unsupervised Part Disentanglement Rinon Gal Amit H. Bermano Hao Zhang Daniel Cohen-Or 3DPC 65 18 0 25 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation Roman Klokov Edmond Boyer Jakob Verbeek 3DPC 89 107 0 20 Jul 2020
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild Alexander Grabner Yaming Wang Peizhao Zhang Peihong Guo Tong Xiao Peter Vajda P. Roth Vincent Lepetit 3DH 40 11 0 17 Jul 2020
SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design Ari Seff Yaniv Ovadia Wenda Zhou Ryan P. Adams AI4CE 3DV 90 69 0 16 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 155 925 0 16 Jul 2020
Progressive Point Cloud Deconvolution Generation Network Le Hui Rui Xu Jin Xie J. Qian Jian Yang 3DPC 59 72 0 10 Jul 2020
PIE-NET: Parametric Inference of Point Cloud Edges Xiaogang Wang Yuelang Xu Kai Xu Andrea Tagliasacchi Bin Zhou Ali Mahdavi-Amiri Hao Zhang 3DPC 79 99 0 09 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 88 72 0 07 Jul 2020
3D Topology Transformation with Generative Adversarial Networks Luca Stornaiuolo Nima Dehmamy A. Barabási Mauro Martino 38 3 0 07 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 218 879 0 05 Jul 2020
Deep Geometric Texture Synthesis Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or GAN 3DV 110 73 0 30 Jun 2020
Predictive and Generative Neural Networks for Object Functionality Ruizhen Hu Zihao Yan J. Zhang Oliver Matias van Kaick Ariel Shamir Hao Zhang Hui Huang 3DPC 112 30 0 28 Jun 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 108 137 0 25 Jun 2020
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images Haozhe Xie Huanjin Yao Shengping Zhang Shangchen Zhou Wenxiu Sun DRL 89 187 0 22 Jun 2020
Differentiable Rendering: A Survey Hiroharu Kato D. Beker Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DH 3DV 92 175 0 22 Jun 2020
Towards a Neural Graphics Pipeline for Controllable Image Generation Xuelin Chen Daniel Cohen-Or Baoquan Chen Niloy J. Mitra 95 7 0 18 Jun 2020
3D Shape Reconstruction from Free-Hand Sketches Jiayun Wang Jierui Lin Qian Yu Runtao Liu Yubei Chen Stella X. Yu 63 39 0 17 Jun 2020
HyperFlow: Representing 3D Objects as Surfaces Przemysław Spurek Maciej Ziȩba Jacek Tabor Tomasz Trzciñski 3DPC 3DH 90 9 0 15 Jun 2020
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction Tong He John Collomosse Hailin Jin Stefano Soatto 3DH 90 178 0 15 Jun 2020
ShapeFlow: Learnable Deformations Among 3D Shapes C. Jiang Jingwei Huang Andrea Tagliasacchi Leonidas Guibas 3DPC AI4CE 138 44 0 14 Jun 2020
Geodesic-HOF: 3D Reconstruction Without Cutting Corners ZiYun Wang E. Mitchell Volkan Isler Daniel D. Lee 48 2 0 14 Jun 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurelien Lucchi 83 62 0 13 Jun 2020