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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
Relating Adversarially Robust Generalization to Flat Minima David Stutz Matthias Hein Bernt Schiele OOD 105 67 0 09 Apr 2021
3D Shape Generation and Completion through Point-Voxel Diffusion Linqi Zhou Yilun Du Jiajun Wu DiffM 140 528 0 08 Apr 2021
Creativity and Machine Learning: A Survey Giorgio Franceschelli Mirco Musolesi VLM AI4CE 129 43 0 06 Apr 2021
CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields Michael Niemeyer Andreas Geiger VGen 3DH 87 66 0 31 Mar 2021
DynOcc: Learning Single-View Depth from Dynamic Occlusion Cues Yifan Wang Linjie Luo Xiaohui Shen Xing Mei 42 0 0 30 Mar 2021
Learning Generative Models of Textured 3D Meshes from Real-World Images Dario Pavllo Jonas Köhler Thomas Hofmann Aurelien Lucchi 3DV 3DH 109 51 0 29 Mar 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction Shilin Liu Haoxiang Guo Hao Pan Peng-Shuai Wang Xin Tong Yang Liu 3DPC 3DV 93 100 0 23 Mar 2021
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks Despoina Paschalidou Angelos Katharopoulos Andreas Geiger Sanja Fidler 3DPC 3DV 3DH 60 115 0 18 Mar 2021
MORE: Simultaneous Multi-View 3D Object Recognition and Pose Estimation Tommaso Parisotto Subhaditya Mukherjee Hamidreza Kasaei 45 14 0 17 Mar 2021
Holistic 3D Scene Understanding from a Single Image with Implicit Representation Cheng Zhang Zhaopeng Cui Yinda Zhang B. Zeng Marc Pollefeys Shuaicheng Liu 139 107 0 11 Mar 2021
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis Amin Heyrani Nobari Wei Chen Faez Ahmed GAN AI4CE 46 11 0 10 Mar 2021
Learning to Generate 3D Shapes with Generative Cellular Automata Dongsu Zhang Changwoon Choi Jeonghwan Kim Y. Kim 76 24 0 06 Mar 2021
Mixture of Volumetric Primitives for Efficient Neural Rendering Stephen Lombardi Tomas Simon Gabriel Schwartz Michael Zollhoefer Yaser Sheikh Jason M. Saragih 3DH 126 296 0 02 Mar 2021
DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates Minghua Liu Minhyuk Sung R. Měch Hao Su 3DH 81 36 0 18 Feb 2021
Shelf-Supervised Mesh Prediction in the Wild Yufei Ye Shubham Tulsiani Abhinav Gupta 183 78 0 11 Feb 2021
Synthetic Generation of Three-Dimensional Cancer Cell Models from Histopathological Images Yoav Alon Xiang Yu Huiyu Zhou DiffM 3DV MedIm 49 1 0 26 Jan 2021
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder Hyeonwoo Yu Jean Oh DRL 77 5 0 25 Jan 2021
Influence Estimation for Generative Adversarial Networks Naoyuki Terashita Hiroki Ohashi Yuichi Nonaka T. Kanemaru TDI 111 12 0 20 Jan 2021
Joint Learning of 3D Shape Retrieval and Deformation Mikaela Angelina Uy Vladimir G. Kim Minhyuk Sung Noam Aigerman S. Chaudhuri Leonidas Guibas 3DPC 3DV 100 49 0 19 Jan 2021
Airfoil GAN: Encoding and Synthesizing Airfoils for Aerodynamic Shape Optimization Yuyang Wang K. Shimada A. Farimani 46 31 0 12 Jan 2021
Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation Wei Chen Arun Ramamurthy 76 25 0 07 Jan 2021
DeepSurfels: Learning Online Appearance Fusion Marko Mihajlovic Silvan Weder Marc Pollefeys Martin R. Oswald 76 18 0 28 Dec 2020
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies Pourya Shamsolmoali Masoumeh Zareapoor Eric Granger Huiyu Zhou Ruili Wang M. E. Celebi Jie Yang EGVM 129 142 0 26 Dec 2020
Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis Jianwen Xie Zilong Zheng Ruiqi Gao Wenguan Wang Song-Chun Zhu Ying Nian Wu 3DV 73 50 0 25 Dec 2020
From Points to Multi-Object 3D Reconstruction Francis Engelmann Konstantinos Rematas Bastian Leibe V. Ferrari 3DPC 112 42 0 21 Dec 2020
Learning Compositional Radiance Fields of Dynamic Human Heads Ziyan Wang Timur M. Bagautdinov Stephen Lombardi Tomas Simon Jason M. Saragih Jessica Hodgins Michael Zollhöfer 3DH AI4CE 111 90 0 17 Dec 2020
Neural Radiance Flow for 4D View Synthesis and Video Processing Yilun Du Yinan Zhang Hong-Xing Yu J. Tenenbaum Jiajun Wu AI4CE 116 277 0 17 Dec 2020
Roof-GAN: Learning to Generate Roof Geometry and Relations for Residential Houses Yiming Qian Hao Zhang Yasutaka Furukawa GAN AI4CE 108 18 0 17 Dec 2020
DECOR-GAN: 3D Shape Detailization by Conditional Refinement Zhiqin Chen Vladimir G. Kim Matthew Fisher Noam Aigerman Hao Zhang S. Chaudhuri GAN 3DPC 90 64 0 16 Dec 2020
NeuralQAAD: An Efficient Differentiable Framework for High Resolution Point Cloud Compression Nicolas Wagner Ulrich Schwanecke 3DPC 39 0 0 15 Dec 2020
3D Scattering Tomography by Deep Learning with Architecture Tailored to Cloud Fields Yael Sde-Chen Y. Schechner Vadim Holodovsky Eshkol Eytan 29 0 0 10 Dec 2020
MOLTR: Multiple Object Localisation, Tracking, and Reconstruction from Monocular RGB Videos Kejie Li Hamid Rezatofighi Ian Reid 112 25 0 09 Dec 2020
Vid2CAD: CAD Model Alignment using Multi-View Constraints from Videos Kevis-Kokitsi Maninis S. Popov Matthias Nießner V. Ferrari 3DPC 107 39 0 08 Dec 2020
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis E. R. Chan M. Monteiro Petr Kellnhofer Jiajun Wu Gordon Wetzstein GAN 154 857 0 02 Dec 2020
RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction Y. Nie Ji Hou Xiaoguang Han Matthias Nießner 3DPC 3DV 94 55 0 30 Nov 2020
Deep Implicit Templates for 3D Shape Representation Zerong Zheng Tao Yu Qionghai Dai Yebin Liu 71 117 0 30 Nov 2020
Learning geometry-image representation for 3D point cloud generation Lei Wang Yuchun Huang Pengjie Tao Yaolin Hou Yuxuan Liu 3DPC 39 2 0 29 Nov 2020
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence Yu Deng Jiaolong Yang Xin Tong 102 150 0 27 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 182 967 0 24 Nov 2020
Cycle-consistent Generative Adversarial Networks for Neural Style Transfer using data from ChangÉ-4 J. D. Curtó R. Duvall GAN 34 3 0 23 Nov 2020
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information Fusion Lei Li Suping Wu 53 15 0 21 Nov 2020
Diverse Plausible Shape Completions from Ambiguous Depth Images Brad Saund Dmitry Berenson 3DPC 3DV 28 3 0 18 Nov 2020
A Divide et Impera Approach for 3D Shape Reconstruction from Multiple Views Riccardo Spezialetti D. Tan A. Tonioni Keisuke Tateno Federico Tombari 63 6 0 17 Nov 2020
Fit2Form: 3D Generative Model for Robot Gripper Form Design Huy Ha Shubham Agrawal Shuran Song 54 37 0 12 Nov 2020
Deep Sketch-Based Modeling: Tips and Tricks Yue Zhong Yulia Gryaditskaya Honggang Zhang Yi-Zhe Song 65 34 0 12 Nov 2020
Dynamic Plane Convolutional Occupancy Networks S. Lionar D. Emtsev Dusan Svilarkovic Songyou Peng 3DPC 3DV 48 37 0 11 Nov 2020
Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation E. Stammes Tom F. H. Runia M. Hofmann Mohsen Ghafoorian 72 10 0 09 Nov 2020
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs Xingang Pan Bo Dai Ziwei Liu Chen Change Loy Ping Luo 3DH 114 111 0 02 Nov 2020
Pixel-based Facial Expression Synthesis Arbish Akram Nazar Khan CVBM 22 2 0 27 Oct 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 104 332 0 26 Oct 2020