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2010.01089
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Unsupervised Point Cloud Pre-Training via Occlusion Completion
IEEE International Conference on Computer Vision (ICCV), 2020
2 October 2020
Hanchen Wang
Qi Liu
Xiangyu Yue
Joan Lasenby
Matt J. Kusner
3DPC
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Papers citing
"Unsupervised Point Cloud Pre-Training via Occlusion Completion"
50 / 167 papers shown
Self-Supervised Learning for Point Clouds Data: A Survey
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Wei Wang
A. Nguyen
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3DPC
209
0
0
09 May 2023
Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding
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Li Jiang
Zetong Yang
Shaoshuai Shi
Vladislav Golyanik
Dengxin Dai
Bernt Schiele
3DPC
250
13
0
08 May 2023
Self-supervised Learning for Pre-Training 3D Point Clouds: A Survey
Ben Fei
Weidong Yang
Liwen Liu
Tian-jian Luo
Rui Zhang
Shouqing Yang
Ying He
3DPC
241
26
0
08 May 2023
MAPConNet: Self-supervised 3D Pose Transfer with Mesh and Point Contrastive Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Jiaze Sun
Zhixiang Chen
Tae-Kyun Kim
3DPC
3DH
SSL
227
1
0
26 Apr 2023
PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel Clustering
IEEE International Conference on Computer Vision (ICCV), 2023
Zisheng Chen
Hongbin Xu
Weitao Chen
Zhipeng Zhou
Haihong Xiao
Baigui Sun
Xuansong Xie
Wenxiong Kang
3DPC
273
15
0
18 Apr 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models
IEEE International Conference on Computer Vision (ICCV), 2023
Yaohua Zha
Jinpeng Wang
Tao Dai
Bin Chen
Zhi Wang
Shutao Xia
VLM
298
72
0
14 Apr 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
International Conference on Learning Representations (ICLR), 2023
Siming Yan
Yu-Qi Yang
Yu-Xiao Guo
Hao Pan
Peng-shuai Wang
Xin Tong
Yang Liu
Qi-Xing Huang
3DPC
255
21
0
14 Apr 2023
STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2023
Xiaoyu Zhu
Po-Yao (Bernie) Huang
Junwei Liang
Celso M. de Melo
Alexander G. Hauptmann
180
14
0
31 Mar 2023
Point2Vec for Self-Supervised Representation Learning on Point Clouds
Karim Abou Zeid
Jonas Schult
Alexander Hermans
Bastian Leibe
3DPC
195
44
0
29 Mar 2023
ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud Understanding
IEEE International Conference on Robotics and Automation (ICRA), 2023
Hongyu Sun
Yongcai Wang
Xudong Cai
Xuewei Bai
Deying Li
ViT
3DPC
287
8
0
25 Mar 2023
PointGame: Geometrically and Adaptively Masked Auto-Encoder on Point Clouds
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Yun-Hai Liu
Xu Yan
Zhilei Chen
Zhiqi Li
Zeyong Wei
Mingqiang Wei
3DPC
169
6
0
23 Mar 2023
CLIP
2
^2
2
: Contrastive Language-Image-Point Pretraining from Real-World Point Cloud Data
Computer Vision and Pattern Recognition (CVPR), 2023
Yi Zeng
Chenhan Jiang
Jiageng Mao
Jianhua Han
Chao Ye
Qingqiu Huang
Dit-Yan Yeung
Zhen Yang
Xiaodan Liang
Hang Xu
3DPC
VLM
CLIP
246
99
0
22 Mar 2023
PointPatchMix: Point Cloud Mixing with Patch Scoring
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yi Wang
Jiaze Wang
Jinpeng Li
Zixu Zhao
Guangyong Chen
Anfeng Liu
Pheng-Ann Heng
3DPC
167
9
0
12 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view Images
Computer Vision and Pattern Recognition (CVPR), 2023
Xianggang Yu
Mutian Xu
Yidan Zhang
Haolin Liu
Chongjie Ye
...
Zhangyang Xiong
Tianyou Liang
Guanying Chen
Shuguang Cui
Xiaoguang Han
3DV
274
229
0
10 Mar 2023
Applying Plain Transformers to Real-World Point Clouds
Lanxiao Li
M. Heizmann
3DPC
ViT
370
3
0
28 Feb 2023
Sampled Transformer for Point Sets
Shidi Li
Christian J. Walder
Alexander Soen
Lexing Xie
Miaomiao Liu
3DPC
177
1
0
28 Feb 2023
CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping
Srikanth Malla
Yi-Ting Chen
3DPC
173
4
0
28 Feb 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Ziyu Guo
Renrui Zhang
Longtian Qiu
Xianzhi Li
Pheng-Ann Heng
3DPC
311
75
0
27 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining
International Conference on Machine Learning (ICML), 2023
Zekun Qi
Runpei Dong
Guo Fan
Zheng Ge
Xiangyu Zhang
Kaisheng Ma
Li Yi
402
188
0
05 Feb 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual Information
Science China Information Sciences (Sci China Inf Sci), 2023
Xin Li
Mingqiang Wei
Songcan Chen
3DPC
SSL
261
8
0
30 Jan 2023
Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps
IEEE International Conference on Robotics and Automation (ICRA), 2023
Muhammad Ibrahim
Naveed Akhtar
Saeed Anwar
Michael Wise
Lin Wang
ViT
3DPC
199
6
0
21 Jan 2023
Joint Representation Learning for Text and 3D Point Cloud
Pattern Recognition (Pattern Recogn.), 2023
Rui Huang
Xuran Pan
Henry Zheng
Haojun Jiang
Zhifeng Xie
Qing Xiao
Gao Huang
270
26
0
18 Jan 2023
Ponder: Point Cloud Pre-training via Neural Rendering
IEEE International Conference on Computer Vision (ICCV), 2022
Di Huang
Sida Peng
Tong He
Honghui Yang
Xiaowei Zhou
Wanli Ouyang
SSL
3DPC
261
52
0
31 Dec 2022
PointVST: Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Qijian Zhang
Xianqiang Lyu
3DPC
331
16
0
29 Dec 2022
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency
Computer Vision and Pattern Recognition (CVPR), 2022
Mingye Xu
Mutian Xu
Tong He
Wanli Ouyang
Yali Wang
Xiaoguang Han
Yu Qiao
206
14
0
20 Dec 2022
3D Point Cloud Pre-training with Knowledge Distillation from 2D Images
Xingtai Lv
Yuanhan Zhang
Zhen-fei Yin
Jiebo Luo
Wanli Ouyang
Xiaoshui Huang
3DPC
212
11
0
17 Dec 2022
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?
International Conference on Learning Representations (ICLR), 2022
Runpei Dong
Zekun Qi
Linfeng Zhang
Junbo Zhang
Jian‐Yuan Sun
Zheng Ge
Li Yi
Kaisheng Ma
ViT
3DPC
302
137
0
16 Dec 2022
MAELi: Masked Autoencoder for Large-Scale LiDAR Point Clouds
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Georg Krispel
David Schinagl
Christian Fruhwirth-Reisinger
Horst Possegger
Horst Bischof
3DPC
382
26
0
14 Dec 2022
Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders
Computer Vision and Pattern Recognition (CVPR), 2022
Renrui Zhang
Liuhui Wang
Yu Qiao
Shiyang Feng
Jiaming Song
3DPC
283
180
0
13 Dec 2022
ALSO: Automotive Lidar Self-supervision by Occupancy estimation
Computer Vision and Pattern Recognition (CVPR), 2022
Alexandre Boulch
Corentin Sautier
Bjoern Michele
Gilles Puy
Renaud Marlet
SSL
3DPC
395
77
0
12 Dec 2022
Complete-to-Partial 4D Distillation for Self-Supervised Point Cloud Sequence Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Zhuoyang Zhang
Yu Dong
Yunze Liu
Li Yi
3DPC
AI4TS
302
28
0
10 Dec 2022
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder
AAAI Conference on Artificial Intelligence (AAAI), 2022
Xiaoshui Huang
Zhou Huang
Shengjia Li
Wentao Qu
Tong He
Yuenan Hou
Yifan Zuo
Wanli Ouyang
344
26
0
08 Dec 2022
GD-MAE: Generative Decoder for MAE Pre-training on LiDAR Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2022
Honghui Yang
Tong He
Jiaheng Liu
Huaguan Chen
Boxi Wu
Binbin Lin
Xiaofei He
Wanli Ouyang
359
93
0
06 Dec 2022
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models Against Adversarial Examples
AAAI Conference on Artificial Intelligence (AAAI), 2022
Shengshan Hu
Junwei Zhang
Wen Liu
Xianqiang Lyu
Minghui Li
L. Zhang
Hai Jin
Lichao Sun
AAML
3DPC
309
13
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
304
6
0
22 Nov 2022
PartCom: Part Composition Learning for 3D Open-Set Recognition
International Journal of Computer Vision (IJCV), 2022
Tingyu Weng
Junhao Xiao
Haiyong Jiang
3DPC
153
5
0
20 Nov 2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yabin Zhang
Jiehong Lin
Ruihuang Li
Kui Jia
Lei Zhang
3DPC
297
13
0
13 Nov 2022
LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation
European Conference on Computer Vision (ECCV), 2022
Zeyu Hu
Xuyang Bai
Runze Zhang
Xin Wang
Guangyuan Sun
Hongbo Fu
Chiew-Lan Tai
172
23
0
11 Nov 2022
Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds
Graphical Models (GM), 2022
Zhuheng Lu
Yuewei Dai
Weiqing Li
Zhiyong Su
3DPC
180
4
0
02 Nov 2022
Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds
IEEE International Conference on Multimedia and Expo (ICME), 2022
Ziwei Wang
Reza Arablouei
Jiajun Liu
Paulo Borges
G. Bishop-Hurley
Nic Heaney
3DPC
100
3
0
31 Oct 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis
Asian Conference on Computer Vision (ACCV), 2022
Bach Tran
Binh-Son Hua
Anh Tran
Minh Hoai
3DPC
286
12
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SeRP: Self-Supervised Representation Learning Using Perturbed Point Clouds
Siddhant Garg
Mudit Chaudhary
3DPC
182
3
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13 Sep 2022
Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding
International Conference on 3D Vision (3DV), 2022
Guocheng Qian
Abdullah Hamdi
Xingdi Zhang
Guohao Li
3DPC
ViT
228
9
0
25 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting
Neural Information Processing Systems (NeurIPS), 2022
Ziyi Wang
Xumin Yu
Yongming Rao
Jie Zhou
Jiwen Lu
VPVLM
VLM
245
100
0
04 Aug 2022
Boosting Point-BERT by Multi-choice Tokens
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Ming-Dong Yuan
Manning Wang
3DPC
244
13
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27 Jul 2022
Masked Surfel Prediction for Self-Supervised Point Cloud Learning
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Jiehong Lin
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3DPC
197
24
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Evaluating Self-Supervised Learning for Molecular Graph Embeddings
Neural Information Processing Systems (NeurIPS), 2022
Hanchen Wang
Jean Kaddour
Shengchao Liu
Jian Tang
Joan Lasenby
Qi Liu
279
34
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16 Jun 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training
Neural Information Processing Systems (NeurIPS), 2022
Renrui Zhang
Ziyu Guo
Rongyao Fang
Bingyan Zhao
Dong Wang
Yu Qiao
Jiaming Song
Shiyang Feng
3DPC
867
347
0
28 May 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives
Computer Vision and Pattern Recognition (CVPR), 2022
Xinke Li
Henghui Ding
Zekun Tong
Yuwei Wu
Yeow Meng Chee
DD
190
5
0
25 May 2022
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion
International Journal of Computer Vision (IJCV), 2022
Yida Wang
D. Tan
Nassir Navab
F. Tombari
3DPC
121
21
0
08 May 2022
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