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1604.03755
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VConv-DAE: Deep Volumetric Shape Learning Without Object Labels
13 April 2016
Abhishek Sharma
O. Grau
Mario Fritz
3DPC
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Papers citing
"VConv-DAE: Deep Volumetric Shape Learning Without Object Labels"
50 / 130 papers shown
Weakly Supervised Deep Functional Map for Shape Matching
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M. Ovsjanikov
3DPC
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134
14
0
28 Sep 2020
Self-supervised Learning of Point Clouds via Orientation Estimation
International Conference on 3D Vision (3DV), 2020
Omid Poursaeed
Tianxing Jiang
Quintessa Qiao
N. Xu
Vladimir G. Kim
3DPC
SSL
269
140
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
110
3
0
27 Jul 2020
Progressive Point Cloud Deconvolution Generation Network
European Conference on Computer Vision (ECCV), 2020
Le Hui
Rui Xu
Jin Xie
J. Qian
Zhiqiang Wang
3DPC
116
80
0
10 Jul 2020
Unsupervised Learning of 3D Point Set Registration
Lingjing Wang
Xiang Li
Yi Fang
3DPC
133
10
0
11 Jun 2020
GRNet: Gridding Residual Network for Dense Point Cloud Completion
Haozhe Xie
Huanjin Yao
Shangchen Zhou
Jiageng Mao
Shengping Zhang
Wenxiu Sun
3DPC
420
399
0
06 Jun 2020
Self-supervised Modal and View Invariant Feature Learning
Longlong Jing
Yucheng Chen
Ling Zhang
Mingyi He
Yingli Tian
3DPC
SSL
152
31
0
28 May 2020
Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences
Longlong Jing
Yucheng Chen
Ling Zhang
Mingyi He
Yingli Tian
3DPC
SSL
152
41
0
13 Apr 2020
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification
Computer Vision and Pattern Recognition (CVPR), 2020
Jianwen Xie
Yifei Xu
Zilong Zheng
Song-Chun Zhu
Ying Nian Wu
3DPC
410
88
0
02 Apr 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions
European Conference on Computer Vision (ECCV), 2020
Matheus Gadelha
Aruni RoyChowdhury
Gopal Sharma
E. Kalogerakis
Liangliang Cao
Erik Learned-Miller
Rui Wang
Subhransu Maji
3DPC
227
47
0
30 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2020
Yongming Rao
Jiwen Lu
Jie Zhou
3DPC
152
145
0
29 Mar 2020
Multimodal Shape Completion via Conditional Generative Adversarial Networks
European Conference on Computer Vision (ECCV), 2020
Rundi Wu
Xuelin Chen
Yixin Zhuang
Baoquan Chen
3DPC
294
96
0
17 Mar 2020
Energy-Based Processes for Exchangeable Data
International Conference on Machine Learning (ICML), 2020
Mengjiao Yang
Bo Dai
H. Dai
Dale Schuurmans
217
13
0
17 Mar 2020
A Survey on Deep Geometry Learning: From a Representation Perspective
Computational Visual Media (CVM), 2020
Yun-Peng Xiao
Yu-Kun Lai
Fang-Lue Zhang
Chunpeng Li
Lin Gao
3DH
AI4TS
225
116
0
19 Feb 2020
Deep-learning-based classification and retrieval of components of a process plant from segmented point clouds
Hyungki Kim
D. Mun
3DPC
3DV
54
1
0
13 Dec 2019
Spectral-GANs for High-Resolution 3D Point-cloud Generation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019
Sameera Ramasinghe
Salman Khan
Nick Barnes
Stephen Gould
3DPC
306
41
0
04 Dec 2019
GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise Transformations
Computer Vision and Pattern Recognition (CVPR), 2019
Yantao Du
Wei Hu
Guo-Jun Qi
3DPC
226
47
0
19 Nov 2019
Unsupervised Multi-Task Feature Learning on Point Clouds
IEEE International Conference on Computer Vision (ICCV), 2019
Kaveh Hassani
Mike Haley
SSL
3DPC
281
201
0
18 Oct 2019
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware Capsules
IEEE Transactions on Image Processing (TIP), 2019
Xin Wen
Zhizhong Han
Xinhai Liu
Yu-Shen Liu
3DPC
230
41
0
29 Aug 2019
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction
IEEE International Conference on Computer Vision (ICCV), 2019
Zhizhong Han
Xiyang Wang
Yu-Shen Liu
Matthias Zwicker
3DPC
226
153
0
30 Jul 2019
Going Deeper with Lean Point Networks
Eric-Tuan Lê
Iasonas Kokkinos
Niloy J. Mitra
3DPC
96
7
0
01 Jul 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows
IEEE International Conference on Computer Vision (ICCV), 2019
Guandao Yang
Xun Huang
Jinwei Gu
Ming-Yuan Liu
Serge J. Belongie
Bharath Hariharan
3DPC
525
758
0
28 Jun 2019
Unsupervised Primitive Discovery for Improved 3D Generative Modeling
Computer Vision and Pattern Recognition (CVPR), 2019
Salman H. Khan
Yulan Guo
Munawar Hayat
Nick Barnes
111
38
0
09 Jun 2019
Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point Set Registration
Lingjing Wang
Xiang Li
Jianchun Chen
Yi Fang
3DPC
248
28
0
07 Jun 2019
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019
Pulak Purkait
Christopher Zach
Ian Reid
SSeg
134
29
0
07 Jun 2019
Rank3DGAN: Semantic mesh generation using relative attributes
AAAI Conference on Artificial Intelligence (AAAI), 2019
Y. Saquil
Qun-Ce Xu
Yong-Liang Yang
P. Hall
GAN
175
5
0
24 May 2019
Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Zhizhong Han
Xinhai Liu
Yu-Shen Liu
Matthias Zwicker
3DPC
258
43
0
18 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering
IEEE Transactions on Image Processing (TIP), 2019
Siheng Chen
Chaojing Duan
Yaoqing Yang
Duanshun Li
Chen Feng
Dong Tian
3DPC
333
82
0
11 May 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation
IEEE International Conference on Computer Vision (ICCV), 2019
Giorgos Bouritsas
Sergiy Bokhnyak
Stylianos Ploumpis
M. Bronstein
Stefanos Zafeiriou
MedIm
3DH
296
179
0
08 May 2019
Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network
Ling Zhang
Zhigang Zhu
3DPC
SSL
156
15
0
28 Apr 2019
Recovery of Superquadrics from Range Images using Deep Learning: A Preliminary Study
T. Oblak
Klemen Grm
A. Jaklič
Peter Peer
Vitomir Štruc
F. Solina
279
5
0
13 Apr 2019
Non-Rigid Point Set Registration Networks
Lingjing Wang
Jianchun Chen
Xiang Li
Yi Fang
3DPC
120
45
0
02 Apr 2019
3D Organ Shape Reconstruction from Topogram Images
Elena Balashova
Jiangping Wang
V. Singh
Bogdan Georgescu
Brian Teixeira
Ankur Kapoor
MedIm
114
4
0
29 Mar 2019
Unpaired Point Cloud Completion on Real Scans using Adversarial Training
Xuelin Chen
Baoquan Chen
Niloy J. Mitra
3DPC
438
140
0
29 Mar 2019
Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image
Xiaoguang Han
Zhaoxuan Zhang
Dong Du
Mingdai Yang
Jingming Yu
Pan Pan
Xin Yang
Ligang Liu
Zixiang Xiong
Shuguang Cui
3DPC
255
54
0
10 Mar 2019
X-Section: Cross-Section Prediction for Enhanced RGBD Fusion
IEEE International Conference on Computer Vision (ICCV), 2019
Andrea Nicastro
R. Clark
Stefan Leutenegger
3DPC
202
14
0
03 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey
Longlong Jing
Yingli Tian
SSL
427
1,917
0
16 Feb 2019
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space
Jonathan Sauder
Bjarne Sievers
3DPC
207
19
0
24 Jan 2019
Multiview Based 3D Scene Understanding On Partial Point Sets
Ye Zhu
S. Shepstone
Pablo Martínez-Nuevo
M. S. Kristoffersen
Fabien Moutarde
Zhuang Fu
3DPC
91
4
0
30 Nov 2018
Foreground Clustering for Joint Segmentation and Localization in Videos and Images
Neural Information Processing Systems (NeurIPS), 2018
Abhishek Sharma
157
4
0
26 Nov 2018
View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions
AAAI Conference on Artificial Intelligence (AAAI), 2018
Zhizhong Han
Mingyang Shang
Yu-Shen Liu
Matthias Zwicker
SSL
3DV
GAN
143
142
0
07 Nov 2018
SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection
Mohsen Yavartanoo
Euyoung Kim
Kyoung Mu Lee
3DPC
124
78
0
05 Nov 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention
Yongbin Sun
Yue Wang
Ziwei Liu
J. Siegel
Sanjay E. Sarma
3DPC
259
216
0
12 Oct 2018
Real-time Dynamic Object Detection for Autonomous Driving using Prior 3D-Maps
Ravi Kiran
Luis Rold˜ao
Be˜nat Irastorza
R. Verastegui
Sebastian S¨uß
S. Yogamani
V. Talpaert
A. Lepoutre
Guillaume Trehard
3DPC
195
64
0
28 Sep 2018
Deep Single-View 3D Object Reconstruction with Visual Hull Embedding
Hanqing Wang
Jiaolong Yang
Wei Liang
Xin Tong
3DV
142
26
0
10 Sep 2018
A survey on Deep Learning Advances on Different 3D Data Representations
Eman Ahmed
Alexandre Saint
Abd El Rahman Shabayek
K. Cherenkova
Rig Das
Gleb Gusev
Djamila Aouada
Björn E. Ottersten
AI4TS
3DPC
265
108
0
04 Aug 2018
PCN: Point Completion Network
Wentao Yuan
Tejas Khot
David Held
Christoph Mertz
M. Hebert
3DPC
3DV
611
980
0
02 Aug 2018
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image
British Machine Vision Conference (BMVC), 2018
Priyanka Mandikal
L. NavaneetK.
Mayank Agarwal
R. Venkatesh Babu
3DV
3DPC
254
169
0
20 Jul 2018
Multiresolution Tree Networks for 3D Point Cloud Processing
Matheus Gadelha
Rui Wang
Subhransu Maji
3DV
3DPC
235
268
0
10 Jul 2018
Volumetric performance capture from minimal camera viewpoints
European Conference on Computer Vision (ECCV), 2018
Andrew Gilbert
M. Volino
John Collomosse
A. Hilton
202
51
0
05 Jul 2018
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