Papers citing 'VConv-DAE: Deep Volumetric Shape Learning Without Object Labels'

Title
Weakly Supervised Deep Functional Map for Shape Matching Abhishek Sharma M. Ovsjanikov 3DPC OOD 129 14 0 28 Sep 2020
Self-supervised Learning of Point Clouds via Orientation EstimationInternational Conference on 3D Vision (3DV), 2020 Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 217 140 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 78 3 0 27 Jul 2020
Progressive Point Cloud Deconvolution Generation NetworkEuropean Conference on Computer Vision (ECCV), 2020 Le Hui Rui Xu Jin Xie J. Qian Zhiqiang Wang 3DPC 100 80 0 10 Jul 2020
Unsupervised Learning of 3D Point Set Registration Lingjing Wang Xiang Li Yi Fang 3DPC 120 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 339 392 0 06 Jun 2020
Self-supervised Modal and View Invariant Feature Learning Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 145 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 145 41 0 13 Apr 2020
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and ClassificationComputer Vision and Pattern Recognition (CVPR), 2020 Jianwen Xie Yifei Xu Zilong Zheng Song-Chun Zhu Ying Nian Wu 3DPC 343 86 0 02 Apr 2020
Label-Efficient Learning on Point Clouds using Approximate Convex DecompositionsEuropean Conference on Computer Vision (ECCV), 2020 Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 210 47 0 30 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point CloudsComputer Vision and Pattern Recognition (CVPR), 2020 Yongming Rao Jiwen Lu Jie Zhou 3DPC 142 144 0 29 Mar 2020
Multimodal Shape Completion via Conditional Generative Adversarial NetworksEuropean Conference on Computer Vision (ECCV), 2020 Rundi Wu Xuelin Chen Yixin Zhuang Baoquan Chen 3DPC 265 93 0 17 Mar 2020
Energy-Based Processes for Exchangeable DataInternational Conference on Machine Learning (ICML), 2020 Mengjiao Yang Bo Dai H. Dai Dale Schuurmans 199 13 0 17 Mar 2020
A Survey on Deep Geometry Learning: From a Representation PerspectiveComputational Visual Media (CVM), 2020 Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 191 115 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 42 1 0 13 Dec 2019
Spectral-GANs for High-Resolution 3D Point-cloud GenerationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019 Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 3DPC 264 40 0 04 Dec 2019
GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise TransformationsComputer Vision and Pattern Recognition (CVPR), 2019 Yantao Du Wei Hu Guo-Jun Qi 3DPC 213 47 0 19 Nov 2019
Unsupervised Multi-Task Feature Learning on Point CloudsIEEE International Conference on Computer Vision (ICCV), 2019 Kaveh Hassani Mike Haley SSL 3DPC 250 201 0 18 Oct 2019
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware CapsulesIEEE Transactions on Image Processing (TIP), 2019 Xin Wen Zhizhong Han Xinhai Liu Yu-Shen Liu 3DPC 192 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 PredictionIEEE International Conference on Computer Vision (ICCV), 2019 Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 3DPC 201 151 0 30 Jul 2019
Going Deeper with Lean Point Networks Eric-Tuan Lê Iasonas Kokkinos Niloy J. Mitra 3DPC 84 7 0 01 Jul 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing FlowsIEEE International Conference on Computer Vision (ICCV), 2019 Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 458 747 0 28 Jun 2019
Unsupervised Primitive Discovery for Improved 3D Generative ModelingComputer Vision and Pattern Recognition (CVPR), 2019 Salman H. Khan Yulan Guo Munawar Hayat Nick Barnes 106 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 217 28 0 07 Jun 2019
Seeing Behind Things: Extending Semantic Segmentation to Occluded RegionsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019 Pulak Purkait Christopher Zach Ian Reid SSeg 132 29 0 07 Jun 2019
Rank3DGAN: Semantic mesh generation using relative attributesAAAI Conference on Artificial Intelligence (AAAI), 2019 Y. Saquil Qun-Ce Xu Yong-Liang Yang P. Hall GAN 158 5 0 24 May 2019
Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple ViewsInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Zhizhong Han Xinhai Liu Yu-Shen Liu Matthias Zwicker 3DPC 208 41 0 18 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and FilteringIEEE Transactions on Image Processing (TIP), 2019 Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 312 80 0 11 May 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and GenerationIEEE International Conference on Computer Vision (ICCV), 2019 Giorgos Bouritsas Sergiy Bokhnyak Stylianos Ploumpis M. Bronstein Stefanos Zafeiriou MedIm 3DH 232 177 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 123 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 227 5 0 13 Apr 2019
Non-Rigid Point Set Registration Networks Lingjing Wang Jianchun Chen Xiang Li Yi Fang 3DPC 109 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 113 4 0 29 Mar 2019
Unpaired Point Cloud Completion on Real Scans using Adversarial Training Xuelin Chen Baoquan Chen Niloy J. Mitra 3DPC 396 139 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 237 54 0 10 Mar 2019
X-Section: Cross-Section Prediction for Enhanced RGBD FusionIEEE International Conference on Computer Vision (ICCV), 2019 Andrea Nicastro R. Clark Stefan Leutenegger 3DPC 174 14 0 03 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 396 1,892 0 16 Feb 2019
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space Jonathan Sauder Bjarne Sievers 3DPC 174 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 75 4 0 30 Nov 2018
Foreground Clustering for Joint Segmentation and Localization in Videos and ImagesNeural Information Processing Systems (NeurIPS), 2018 Abhishek Sharma 135 4 0 26 Nov 2018
View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View PredictionsAAAI Conference on Artificial Intelligence (AAAI), 2018 Zhizhong Han Mingyang Shang Yu-Shen Liu Matthias Zwicker SSL 3DV GAN 138 141 0 07 Nov 2018
SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection Mohsen Yavartanoo Euyoung Kim Kyoung Mu Lee 3DPC 117 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 244 215 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 171 62 0 28 Sep 2018
Deep Single-View 3D Object Reconstruction with Visual Hull Embedding Hanqing Wang Jiaolong Yang Wei Liang Xin Tong 3DV 138 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 205 108 0 04 Aug 2018
PCN: Point Completion Network Wentao Yuan Tejas Khot David Held Christoph Mertz M. Hebert 3DPC 3DV 514 960 0 02 Aug 2018
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single ImageBritish Machine Vision Conference (BMVC), 2018 Priyanka Mandikal L. NavaneetK. Mayank Agarwal R. Venkatesh Babu 3DV 3DPC 215 169 0 20 Jul 2018
Multiresolution Tree Networks for 3D Point Cloud Processing Matheus Gadelha Rui Wang Subhransu Maji 3DV 3DPC 201 269 0 10 Jul 2018
Volumetric performance capture from minimal camera viewpointsEuropean Conference on Computer Vision (ECCV), 2018 Andrew Gilbert M. Volino John Collomosse A. Hilton 174 51 0 05 Jul 2018