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Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point
  Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half
  Prediction

Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction

30 July 2019
Zhizhong Han
Xiyang Wang
Yu-Shen Liu
Matthias Zwicker
    3DPC
ArXivPDFHTML

Papers citing "Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction"

50 / 86 papers shown
Title
Random Walks in Self-supervised Learning for Triangular Meshes
Gal Yefet
A. Tal
SSL
65
0
0
02 Mar 2025
Point Cloud Novelty Detection Based on Latent Representations of a
  General Feature Extractor
Point Cloud Novelty Detection Based on Latent Representations of a General Feature Extractor
Shizuka Akahori
S. Iizuka
Ken Mawatari
Kazuhiro Fukui
3DPC
37
1
0
13 Oct 2024
Herd Mentality in Augmentation -- Not a Good Idea! A Robust Multi-stage
  Approach towards Deepfake Detection
Herd Mentality in Augmentation -- Not a Good Idea! A Robust Multi-stage Approach towards Deepfake Detection
Monu
Rohan Raju Dhanakshirur
21
0
0
07 Oct 2024
Curvy: A Parametric Cross-section based Surface Reconstruction
Curvy: A Parametric Cross-section based Surface Reconstruction
Aradhya Neeraj Mathur
Apoorv Khattar
Ojaswa Sharma
21
0
0
01 Sep 2024
Learning Local Pattern Modularization for Point Cloud Reconstruction
  from Unseen Classes
Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes
Chao Chen
Yu-Shen Liu
Zhizhong Han
3DPC
29
3
0
26 Aug 2024
Masked Generative Extractor for Synergistic Representation and 3D
  Generation of Point Clouds
Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds
Hongliang Zeng
Ping Zhang
Fang Li
Jiahua Wang
Tingyu Ye
Pengteng Guo
3DPC
37
0
0
25 Jun 2024
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets
Yang Ye
Shihao Ji
PINN
3DPC
33
0
0
19 Apr 2024
HVDistill: Transferring Knowledge from Images to Point Clouds via
  Unsupervised Hybrid-View Distillation
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation
Sha Zhang
Jiajun Deng
Lei Bai
Houqiang Li
Wanli Ouyang
Yanyong Zhang
3DPC
50
8
0
18 Mar 2024
PillarGen: Enhancing Radar Point Cloud Density and Quality via
  Pillar-based Point Generation Network
PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network
Ji Song Kim
Geonho Bang
Kwangjin Choi
Minjae Seong
Jaechang Yoo
Eunjong Pyo
Jun Won Choi
24
1
0
04 Mar 2024
MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local
  Reference Frames for Rotation-invariant 3D Point Set Analysis
MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis
Takahiko Furuya
3DPC
43
2
0
01 Mar 2024
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point
  Cloud Learning
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning
Jincen Jiang
Lizhi Zhao
Xuequan Lu
Wei Hu
Imran Razzak
Meili Wang
SSL
3DPC
17
8
0
05 Jan 2024
Cross-BERT for Point Cloud Pretraining
Cross-BERT for Point Cloud Pretraining
Xin Li
Peng Li
Zeyong Wei
Zhe Zhu
Mingqiang Wei
Junhui Hou
Liangliang Nan
J. Qin
H. Xie
F. Wang
SSL
3DPC
28
0
0
08 Dec 2023
PointJEM: Self-supervised Point Cloud Understanding for Reducing Feature
  Redundancy via Joint Entropy Maximization
PointJEM: Self-supervised Point Cloud Understanding for Reducing Feature Redundancy via Joint Entropy Maximization
Xin Cao
Huan Xia
Xinxin Han
Yifan Wang
Kang Li
Linzhi Su
3DPC
13
1
0
06 Dec 2023
Variational Autoencoding of Dental Point Clouds
Variational Autoencoding of Dental Point Clouds
J. Z. Ye
Thomas Orkild
P. Søndergaard
Søren Hauberg
3DPC
21
0
0
20 Jul 2023
Self-supervised adversarial masking for 3D point cloud representation
  learning
Self-supervised adversarial masking for 3D point cloud representation learning
Michal Szachniewicz
Wojciech Kozlowski
Michal Stypulkowski
Maciej Ziȩba
3DPC
16
2
0
11 Jul 2023
D-Net: Learning for Distinctive Point Clouds by Self-Attentive Point
  Searching and Learnable Feature Fusion
D-Net: Learning for Distinctive Point Clouds by Self-Attentive Point Searching and Learnable Feature Fusion
Xinhai Liu
Zhizhong Han
S. Lee
Yannan Cao
Yu-Shen Liu
3DPC
18
1
0
10 May 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud
  Pretraining
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
Siming Yan
Yu-Qi Yang
Yu-Xiao Guo
Hao Pan
Peng-shuai Wang
Xin Tong
Yang Liu
Qi-Xing Huang
3DPC
31
15
0
14 Apr 2023
CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and
  Feature Mapping
CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping
Srikanth Malla
Yi-Ting Chen
3DPC
17
1
0
28 Feb 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual
  Information
PointSmile: Point Self-supervised Learning via Curriculum Mutual Information
Xin Li
Mingqiang Wei
Songcan Chen
3DPC
SSL
29
3
0
30 Jan 2023
PointVST: Self-Supervised Pre-training for 3D Point Clouds via
  View-Specific Point-to-Image Translation
PointVST: Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation
Qijian Zhang
Junhui Hou
3DPC
22
9
0
29 Dec 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding
Honggu Zhou
Xiaogang Peng
Jiawei Mao
Zizhao Wu
Ming Zeng
3DPC
14
3
0
22 Nov 2022
Joint Data and Feature Augmentation for Self-Supervised Representation
  Learning on Point Clouds
Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds
Zhuheng Lu
Yuewei Dai
Weiqing Li
Zhiyong Su
3DPC
22
4
0
02 Nov 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud
  Analysis
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis
Bach Tran
Binh-Son Hua
Anh Tran
Minh Hoai
3DPC
31
7
0
28 Oct 2022
APSNet: Attention Based Point Cloud Sampling
APSNet: Attention Based Point Cloud Sampling
Yang Ye
Xiulong Yang
Shihao Ji
3DPC
29
6
0
11 Oct 2022
Data Augmentation-free Unsupervised Learning for 3D Point Cloud
  Understanding
Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding
Guofeng Mei
Cristiano Saltori
Fabio Poiesi
Jian Andrew Zhang
Elisa Ricci
N. Sebe
Qiang Wu
3DPC
51
5
0
06 Oct 2022
Learning to Generate Realistic LiDAR Point Clouds
Learning to Generate Realistic LiDAR Point Clouds
Vlas Zyrianov
Xiyue Zhu
Shenlong Wang
3DPC
DiffM
74
58
0
08 Sep 2022
Latent Partition Implicit with Surface Codes for 3D Representation
Latent Partition Implicit with Surface Codes for 3D Representation
Chao Chen
Yu-Shen Liu
Zhihong Han
30
26
0
18 Jul 2022
Masked Surfel Prediction for Self-Supervised Point Cloud Learning
Masked Surfel Prediction for Self-Supervised Point Cloud Learning
Yabin Zhang
Jiehong Lin
Chenhang He
Y. Chen
K. Jia
Lei Zhang
3DPC
19
19
0
07 Jul 2022
Masked Autoencoders in 3D Point Cloud Representation Learning
Masked Autoencoders in 3D Point Cloud Representation Learning
Jincen Jiang
Xuequan Lu
Lizhi Zhao
Richard Dazeley
Meili Wang
3DPC
ViT
54
28
0
04 Jul 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud
  Pre-training
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training
Renrui Zhang
Ziyu Guo
Rongyao Fang
Bingyan Zhao
Dong Wang
Yu Qiao
Hongsheng Li
Peng Gao
3DPC
173
244
0
28 May 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled
  Primitives
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives
Xinke Li
Henghui Ding
Zekun Tong
Yuwei Wu
Yeow Meng Chee
DD
29
4
0
25 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context
  Priors
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors
Baorui Ma
Yu-Shen Liu
Matthias Zwicker
Zhizhong Han
3DPC
32
71
0
23 Apr 2022
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors
Baorui Ma
Yu-Shen Liu
Zhizhong Han
18
71
0
22 Apr 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training
POS-BERT: Point Cloud One-Stage BERT Pre-Training
Kexue Fu
Peng Gao
Shaolei Liu
Renrui Zhang
Yu Qiao
Manning Wang
3DPC
22
18
0
03 Apr 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point
  Clouds
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds
Junsheng Zhou
Xin Wen
Baorui Ma
Yu-Shen Liu
Yue Gao
Yi Fang
Zhizhong Han
3DPC
28
17
0
26 Mar 2022
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds
Tianyang Li
Xin Wen
Yu-Shen Liu
Huapeng Su
Zhizhong Han
3DPC
50
52
0
26 Mar 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning
Upsampling Autoencoder for Self-Supervised Point Cloud Learning
Cheng Zhang
Jian Shi
X. Deng
Zizhao Wu
3DPC
27
8
0
21 Mar 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D
  Point Cloud Understanding
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding
Mohamed Afham
Isuru Dissanayake
Dinithi Dissanayake
Amaya Dharmasiri
Kanchana Thilakarathna
Ranga Rodrigo
3DPC
16
249
0
01 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural
  Networks: A Survey
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey
Aoran Xiao
Jiaxing Huang
Dayan Guan
Xiaoqin Zhang
Shijian Lu
Ling Shao
3DPC
18
71
0
28 Feb 2022
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step
  Point Moving Paths
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths
Xin Wen
Peng Xiang
Zhizhong Han
Yaru Cao
Pengfei Wan
Wen Zheng
Yu-Shen Liu
3DPC
22
119
0
19 Feb 2022
Snowflake Point Deconvolution for Point Cloud Completion and Generation
  with Skip-Transformer
Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer
Peng Xiang
Xin Wen
Yu-Shen Liu
Yaru Cao
Pengfei Wan
Wen Zheng
Zhizhong Han
3DPC
33
63
0
18 Feb 2022
Distillation with Contrast is All You Need for Self-Supervised Point
  Cloud Representation Learning
Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning
Kexue Fu
Peng Gao
Renrui Zhang
Hongsheng Li
Yu Qiao
Manning Wang
SSL
3DPC
20
23
0
09 Feb 2022
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting
Guofeng Mei
Litao Yu
Qiang Wu
Jian Andrew Zhang
Mohammed Bennamoun
SSL
3DPC
16
8
0
05 Feb 2022
CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised
  Point Cloud Learning
CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning
Mingye Xu
Yali Wang
Zhipeng Zhou
Hongbin Xu
Yu Qiao
3DPC
13
13
0
20 Jan 2022
Self-Supervised Feature Learning from Partial Point Clouds via Pose
  Disentanglement
Self-Supervised Feature Learning from Partial Point Clouds via Pose Disentanglement
Meng-Shiun Tsai
Pei-Ze Chiang
Yi-Hsuan Tsai
Wei-Chen Chiu
SSL
3DPC
14
3
0
09 Jan 2022
3D Intracranial Aneurysm Classification and Segmentation via
  Unsupervised Dual-branch Learning
3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch Learning
Di Shao
Xuequan Lu
Xiao Liu
3DPC
16
14
0
06 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation
  Learning
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning
Siming Yan
Zhenpei Yang
Haoxiang Li
Chen Song
Li Guan
Hao Kang
G. Hua
Qi-Xing Huang
3DPC
43
61
0
03 Jan 2022
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis
Shuyang Cheng
Xiwu Chen
Xinwei He
Zhe Liu
X. Bai
3DPC
24
135
0
09 Dec 2021
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding
Abdullah Hamdi
Silvio Giancola
Bernard Ghanem
3DPC
25
23
0
30 Nov 2021
KTNet: Knowledge Transfer for Unpaired 3D Shape Completion
KTNet: Knowledge Transfer for Unpaired 3D Shape Completion
Zhenhua Cao
Wenxiao Zhang
Xin Wen
Zhen Dong
Yu-Shen Liu
Xiongwu Xiao
Bisheng Yang
3DPC
3DV
30
9
0
23 Nov 2021
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