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VConv-DAE: Deep Volumetric Shape Learning Without Object Labels

13 April 2016

Mario Fritz

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

50 / 130 papers shown

Title
Radar2Shape: 3D Shape Reconstruction from High-Frequency Radar using Multiresolution Signed Distance Functions Neel Sortur Justin Goodwin Purvik Patel Luis Enrique Martinez Jr Tzofi Klinghoffer Rajmonda S. Caceres Robin Walters 128 0 0 21 Nov 2025
Random Walks in Self-supervised Learning for Triangular Meshes Gal Yefet A. Tal SSL 258 0 0 02 Mar 2025
SPAC-Net: Rethinking Point Cloud Completion with Structural PriorIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024 Zizhao Wu Jian Shi X. Deng Cheng Zhang Genfu Yang Ming Zeng Yunhai Wang 3DPC 147 4 0 22 Nov 2024
SRIF: Semantic Shape Registration Empowered by Diffusion-based Image Morphing and Flow EstimationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Mingze Sun Chen Guo Puhua Jiang Shiwei Mao Yurun Chen Ruqi Huang 361 8 0 18 Sep 2024
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Guofeng Mei Luigi Riz Yiming Wang Fabio Poiesi 3DPC 352 12 0 04 Dec 2023
A Generative Neural Network Approach for 3D Multi-Criteria Design Generation and Optimization of an Engine Mount for an Unmanned Air Vehicle Christoph Petroll Sebastian Eilermann Philipp Hoefer Oliver Niggemann 179 2 0 06 Nov 2023
Representation Learning for Sequential Volumetric Design Tasks Md Ferdous Alam Yi Wang Linh Tran Chin-Yi Cheng Jieliang Luo 3DV 205 2 0 05 Sep 2023
ACL-SPC: Adaptive Closed-Loop system for Self-Supervised Point Cloud CompletionComputer Vision and Pattern Recognition (CVPR), 2023 S. Hong Mohsen Yavartanoo Reyhaneh Neshatavar Kyoung Mu Lee 3DPC 250 18 0 02 Mar 2023
Unsupervised 3D Object Learning through Neuron Activity aware PlasticityInternational Conference on Learning Representations (ICLR), 2023 Beomseok Kang Biswadeep Chakraborty Saibal Mukhopadhyay 154 2 0 22 Feb 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual InformationScience China Information Sciences (Sci China Inf Sci), 2023 Xin Li Mingqiang Wei Songcan Chen 3DPC SSL 240 8 0 30 Jan 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future TrendsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 500 325 0 13 Jan 2023
AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware TransformersIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Xumin Yu Yongming Rao Ziyi Wang Jiwen Lu Jie Zhou ViT 332 106 0 11 Jan 2023
DeepJoin: Learning a Joint Occupancy, Signed Distance, and Normal Field Function for Shape RepairACM Transactions on Graphics (TOG), 2022 N. Lamb Sean Banerjee N. Banerjee 3DV 242 9 0 22 Nov 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou Xiaogang Peng Jiawei Mao Zizhao Wu Ming Zeng 3DPC 259 6 0 22 Nov 2022
3D Reconstruction of Multiple Objects by mmWave Radar on UAVIEEE International Conference on Mobile Adhoc and Sensor Systems (MASS), 2022 Yue Sun Zhuoming Huang Honggang Zhang Xiaohui Liang 86 13 0 03 Nov 2022
Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D ImageIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhaoxuan Zhang Xiaoguang Han B. Dong Tong Li Baocai Yin Xin Yang 3DPC 3DV 163 12 0 12 Oct 2022
DeepMend: Learning Occupancy Functions to Represent Shape for RepairEuropean Conference on Computer Vision (ECCV), 2022 N. Lamb Sean Banerjee N. Banerjee 246 12 0 11 Oct 2022
Data Augmentation-free Unsupervised Learning for 3D Point Cloud UnderstandingBritish Machine Vision Conference (BMVC), 2022 Guofeng Mei Cristiano Saltori Fabio Poiesi Jian Zhang Elisa Ricci Andrii Zadaianchuk Qiang Wu 3DPC 198 10 0 06 Oct 2022
R2P: A Deep Learning Model from mmWave Radar to Point CloudInternational Conference on Artificial Neural Networks (ICANN), 2022 Yue Sun Honggang Zhang Zhuoming Huang Benyuan Liu 3DPC 124 17 0 21 Jul 2022
Improved $α$ -GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning Sanaz Mohammad Jafari Mucahit Cevik Ayse Basar MedIm 91 4 0 13 Jul 2022
SoftPool++: An Encoder-Decoder Network for Point Cloud CompletionInternational Journal of Computer Vision (IJCV), 2022 Yida Wang D. Tan Nassir Navab F. Tombari 3DPC 104 19 0 08 May 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training Kexue Fu Shiyang Feng Shaolei Liu Renrui Zhang Yu Qiao Manning Wang 3DPC 182 22 0 03 Apr 2022
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation Changfeng Ma Yang Yang Jie Guo Chongjun Wang Yan Guo 3DPC 182 4 0 18 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Aoran Xiao Jiaxing Huang Dayan Guan Xiaoqin Zhang Shijian Lu Ling Shao 3DPC 286 110 0 28 Feb 2022
Hierarchical Point Cloud Encoding and Decoding with Lightweight Self-Attention based ModelIEEE Robotics and Automation Letters (RA-L), 2022 En Yen Puang Hao Zhang Hongyuan Zhu Wei Jing 3DPC 181 8 0 13 Feb 2022
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting Guofeng Mei Litao Yu Qiang Wu Jian Zhang Mohammed Bennamoun SSL 3DPC 195 9 0 05 Feb 2022
3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch LearningIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Di Shao Xuequan Lu Xiao Liu 3DPC 152 26 0 06 Jan 2022
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter J. Marescaux Guido Costamagna B. Dallemagne N. Padoy 128 13 0 27 Dec 2021
Joint Symmetry Detection and Shape Matching for Non-Rigid Point Cloud Abhishek Sharma M. Ovsjanikov 3DPC 3DV 139 1 0 05 Dec 2021
Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences Moritz Ibing Gregor Kobsik Leif Kobbelt 199 42 0 24 Nov 2021
TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph Network Prajwal Singh Kaustubh Sadekar Shanmuganathan Raman 3DPC 219 2 0 07 Oct 2021
Learning Canonical Embedding for Non-rigid Shape Matching Abhishek Sharma M. Ovsjanikov 3DV 148 1 0 06 Oct 2021
DeepPoint: A Deep Learning Model for 3D Reconstruction in Point Clouds via mmWave Radar Yue Sun Honggang Zhang Zhuoming Huang Benyuan Liu 3DPC 123 15 0 19 Sep 2021
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Zuyan Liu Jiwen Lu Jie Zhou ViT 230 534 0 19 Aug 2021
ME-PCN: Point Completion Conditioned on Mask Emptiness Bingchen Gong Y. Nie Yiqun Lin Xiaoguang Han Yizhou Yu 3DPC 173 29 0 18 Aug 2021
HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand SkeletonIEEE International Conference on Computer Vision (ICCV), 2021 Wencan Cheng J. Park J. Ko 3DH 144 45 0 12 Aug 2021
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered ViewsACM Multimedia (ACM MM), 2021 Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 209 9 0 08 Aug 2021
3DRIMR: 3D Reconstruction and Imaging via mmWave Radar based on Deep LearningIEEE International Performance, Computing, and Communications Conference (IPCCC), 2021 Yue Sun Zhuoming Huang Honggang Zhang Zhi Cao Deqiang Xu 105 44 0 05 Aug 2021
CarveNet: Carving Point-Block for Complex 3D Shape CompletionIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Qing Guo Zhijie Wang Felix Juefei Xu Di Lin Lei Ma Wei Feng Yang Liu 3DPC 79 6 0 28 Jul 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Yantao Du Wei Hu Xin Li 3DPC SSL 185 95 0 05 Jul 2021
ASFM-Net: Asymmetrical Siamese Feature Matching Network for Point CompletionACM Multimedia (ACM MM), 2021 Yaqi Xia Yan Xia Wei Li Rui Song Kai Cao Uwe Stilla 3DPC 224 102 0 19 Apr 2021
Unsupervised Shape Completion via Deep Prior in the Neural Tangent Kernel PerspectiveACM Transactions on Graphics (TOG), 2021 Lei Chu Hao Pan Wenping Wang 3DPC 161 13 0 19 Apr 2021
3D Semantic Scene Completion: a SurveyInternational Journal of Computer Vision (IJCV), 2021 Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 318 113 0 12 Mar 2021
Points2Vec: Unsupervised Object-level Feature Learning from Point Clouds Joel Bachmann Kenneth Blomqvist Julian Förster Roland Siegwart 3DPC 110 3 0 08 Feb 2021
Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jianwen Xie Zilong Zheng Ruiqi Gao Wenguan Wang Song-Chun Zhu Ying Nian Wu 3DV 133 54 0 25 Dec 2020
NeuralQAAD: An Efficient Differentiable Framework for High Resolution Point Cloud Compression Nicolas Wagner Ulrich Schwanecke 3DPC 107 0 0 15 Dec 2020
Recurrent neural network-based volumetric fluorescence microscopyLight: Science & Applications (Light Sci Appl), 2020 Luzhe Huang Yilin Luo Y. Rivenson Aydogan Ozcan MedIm 3DV 189 35 0 21 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 183 1 0 19 Oct 2020
Conditional Generative Modeling via Learning the Latent Space Sameera Ramasinghe Kanchana Ranasinghe Salman Khan Nick Barnes Stephen Gould BDL 174 9 0 07 Oct 2020
Self-Supervised Few-Shot Learning on Point Clouds Charu Sharma Manohar Kaul SSL 3DPC 201 120 0 29 Sep 2020