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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"

50 / 931 papers shown

Title
Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation C. Jiang Dequan Wang Jingwei Huang P. Marcus Matthias Nießner 3DPC 62 16 0 07 Jan 2019
RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou Ali O. Ulusoy Carolin Schmitt Luc van Gool Andreas Geiger 3DV 72 92 0 06 Jan 2019
GeoNet: Deep Geodesic Networks for Point Cloud Analysis Tong He Haibin Huang L. Yi Yuqian Zhou Chihao Wu Jue Wang Stefano Soatto 3DPC 63 39 0 03 Jan 2019
Volumetric Convolution: Automatic Representation Learning in Unit Ball Sameera Ramasinghe Salman Khan Nick Barnes 45 4 0 03 Jan 2019
Extreme Relative Pose Estimation for RGB-D Scans via Scene Completion Zhenpei Yang J. Z. Pan Linjie Luo Xiaowei Zhou Kristen Grauman Qi-Xing Huang 86 48 0 31 Dec 2018
Learning to Reconstruct Shapes from Unseen Classes Xiuming Zhang Zhoutong Zhang Chengkai Zhang J. Tenenbaum Bill Freeman Jiajun Wu 3DV 72 155 0 28 Dec 2018
3D Point Capsule Networks Yongheng Zhao Tolga Birdal Haowen Deng Federico Tombari 3DPC 82 337 0 27 Dec 2018
Latent Variable Modeling for Generative Concept Representations and Deep Generative Models Daniel T. Chang DRL BDL 26 4 0 26 Dec 2018
Non-Adversarial Image Synthesis with Generative Latent Nearest Neighbors Yedid Hoshen Jitendra Malik GAN 65 56 0 21 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 258 2,915 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 204 1,641 0 06 Dec 2018
Visual Object Networks: Image Generation with Disentangled 3D Representation Jun-Yan Zhu Zhoutong Zhang Chengkai Zhang Jiajun Wu Antonio Torralba J. Tenenbaum Bill Freeman DRL CoGe OCL 88 256 0 06 Dec 2018
Domain-Adaptive Single-View 3D Reconstruction Pedro H. O. Pinheiro Negar Rostamzadeh Sungjin Ahn 81 25 0 04 Dec 2018
Single-view Object Shape Reconstruction Using Deep Shape Prior and Silhouette Kejie Li Ravi Garg Mingpeng Cai Ian Reid 3DPC 49 5 0 29 Nov 2018
Unsupervised 3D Shape Learning from Image Collections in the Wild Attila Szabó Paolo Favaro 3DH 3DV 57 6 0 26 Nov 2018
WarpGAN: Automatic Caricature Generation Yichun Shi Debayan Deb Anil K. Jain GAN CVBM PICV 58 79 0 25 Nov 2018
How does Lipschitz Regularization Influence GAN Training? Yipeng Qin Niloy Mitra Peter Wonka AI4CE 71 17 0 23 Nov 2018
MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image Jinglu Wang Bo Sun Yan Lu 3DPC 3DV 82 41 0 23 Nov 2018
Scene Text Detection with Supervised Pyramid Context Network Enze Xie Yuhang Zang Shuai Shao Gang Yu Cong Yao Guangyao Li 73 227 0 21 Nov 2018
Adversarial Autoencoders for Compact Representations of 3D Point Clouds M. Zamorski Maciej Ziȩba Piotr Klukowski R. Nowak Karol Kurach Wojciech Stokowiec Tomasz Trzciñski 3DPC 56 17 0 19 Nov 2018
CompoNet: Learning to Generate the Unseen by Part Synthesis and Composition Nadav Schor Oren Katzir Hao Zhang Daniel Cohen-Or GAN 34 10 0 19 Nov 2018
Hallucinating Point Cloud into 3D Sculptural Object Chun-Liang Li Eunsu Kang Songwei Ge Lingyao Zhang Austin Dill Manzil Zaheer Barnabás Póczós 3DPC 52 2 0 13 Nov 2018
Deep-learning the Latent Space of Light Transport Pedro Hermosilla S. Maisch Tobias Ritschel Timo Ropinski 3DPC 60 23 0 12 Nov 2018
Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data Marco Stricker Olivier Augereau Stephen Moore 3DPC 59 11 0 08 Nov 2018
Robustness of Conditional GANs to Noisy Labels Kerry J. Halupka A. Khetan Zinan Lin Stephen Moore NoLa 84 81 0 08 Nov 2018
View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions Zhizhong Han Mingyang Shang Yu-Shen Liu Matthias Zwicker SSL 3DV GAN 82 134 0 07 Nov 2018
Student's t-Generative Adversarial Networks Jinxuan Sun G. Zhong Yang Chen Yongbin Liu Tao Li Zhongwen Guo GAN 68 1 0 06 Nov 2018
SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection Mohsen Yavartanoo Euyoung Kim Kyoung Mu Lee 3DPC 67 74 0 05 Nov 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 98 120 0 29 Oct 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 103 244 0 22 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 92 212 0 13 Oct 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 89 196 0 12 Oct 2018
Point Cloud Colorization Based on Densely Annotated 3D Shape Dataset Xu Cao K. Nagao 3DH 3DPC 57 19 0 12 Oct 2018
SingleGAN: Image-to-Image Translation by a Single-Generator Network using Multiple Generative Adversarial Learning Xiaoming Yu Xing Cai Zhenqiang Ying Thomas H. Li Ge Li GAN 76 40 0 11 Oct 2018
Dense Object Reconstruction from RGBD Images with Embedded Deep Shape Representations Lan Hu Yuchen Cao Peng Wu L. Kneip 65 4 0 11 Oct 2018
Unpaired High-Resolution and Scalable Style Transfer Using Generative Adversarial Networks Andrej Junginger Markus Hanselmann Thilo Strauss Sebastian Boblest Jens S. Buchner Holger Ulmer GAN 35 10 0 10 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 60 68 0 04 Oct 2018
Learning Bidirectional LSTM Networks for Synthesizing 3D Mesh Animation Sequences Yi-Ling Qiao Lin Gao Yu-Kun Lai Shihong Xia AI4CE 52 12 0 04 Oct 2018
3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image Priyanka Mandikal L. NavaneetK. R. Venkatesh Babu 3DPC 3DV 139 43 0 30 Sep 2018
Superimposition-guided Facial Reconstruction from Skull Celong Liu Xuzhao Li CVBM 3DH 34 7 0 28 Sep 2018
Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes Peng-Shuai Wang Chun-Yu Sun Yang Liu Xin Tong 3DPC 3DV MedIm 79 121 0 21 Sep 2018
Deep Textured 3D Reconstruction of Human Bodies Abbhinav Venkat Sai Sagar Jinka Avinash Sharma 3DH 56 20 0 18 Sep 2018
SCORES: Shape Composition with Recursive Substructure Priors Chenyang Zhu Kai Xu S. Chaudhuri Renjiao Yi Hao Zhang 3DPC 80 80 0 14 Sep 2018
A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM Hyeonwoo Yu Beomhee Lee 74 21 0 14 Sep 2018
Learning Shape Priors for Single-View 3D Completion and Reconstruction Jiajun Wu Chengkai Zhang Xiuming Zhang Zhoutong Zhang William T. Freeman J. Tenenbaum 3DV 88 184 0 13 Sep 2018
Canonical and Compact Point Cloud Representation for Shape Classification Kent Fujiwara Ikuro Sato Mitsuru Ambai Yuichi Yoshida Yoshiaki Sakakura 3DPC 53 3 0 13 Sep 2018
Deep Single-View 3D Object Reconstruction with Visual Hull Embedding Hanqing Wang Jiaolong Yang Wei Liang Xin Tong 3DV 32 25 0 10 Sep 2018
RealPoint3D: Point Cloud Generation from a Single Image with Complex Background Yukang Chen Qian Zhang Lisen Mu Chang Huang Gaofeng Meng Xinggang Wang 3DPC 74 11 0 08 Sep 2018
3D Surface Reconstruction by Pointillism Olivia Wiles Andrew Zisserman 3DV 3DPC 3DH 39 1 0 06 Sep 2018
PPF-FoldNet: Unsupervised Learning of Rotation Invariant 3D Local Descriptors Haowen Deng Tolga Birdal Slobodan Ilic 3DPC 111 392 0 30 Aug 2018