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2105.01288
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Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis
IEEE International Conference on Computer Vision (ICCV), 2021
4 May 2021
Tiange Xiang
Chaoyi Zhang
Yang Song
Jianhui Yu
Weidong (Tom) Cai
3DPC
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Papers citing
"Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis"
48 / 148 papers shown
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chaoqi Chen
Yushuang Wu
Qiyuan Dai
Hong-Yu Zhou
Mutian Xu
Sibei Yang
Xiaoguang Han
Yizhou Yu
ViT
MedIm
AI4CE
379
130
0
27 Sep 2022
Rethinking the compositionality of point clouds through regularization in the hyperbolic space
Neural Information Processing Systems (NeurIPS), 2022
Antonio Montanaro
D. Valsesia
E. Magli
3DPC
197
40
0
21 Sep 2022
Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation
Neurocomputing (Neurocomputing), 2022
H. Xiu
Xin Liu
Weimin Wang
Kyoung-Sook Kim
T. Shinohara
Qiong Chang
M. Matsuoka
3DPC
321
14
0
20 Sep 2022
PointCAT: Contrastive Adversarial Training for Robust Point Cloud Recognition
IEEE Transactions on Image Processing (IEEE TIP), 2022
Qidong Huang
Xiaoyi Dong
DongDong Chen
Hang Zhou
Weiming Zhang
Kui Zhang
Gang Hua
Nenghai Yu
3DPC
284
18
0
16 Sep 2022
PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition
Jiachen Sun
Weili Nie
Zhiding Yu
Z. Morley Mao
Chaowei Xiao
DiffM
143
28
0
21 Aug 2022
PointTree: Transformation-Robust Point Cloud Encoder with Relaxed K-D Trees
European Conference on Computer Vision (ECCV), 2022
Jun-Kun Chen
Yu-Xiong Wang
3DPC
247
4
0
11 Aug 2022
3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds
Neural Information Processing Systems (NeurIPS), 2022
A. Alliegro
Francesco Cappio Borlino
Tatiana Tommasi
3DPC
3DV
294
12
0
23 Jul 2022
PointNorm: Dual Normalization is All You Need for Point Cloud Analysis
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Shen Zheng
Jinqian Pan
Chang-Tien Lu
Gaurav Gupta
3DPC
383
13
0
13 Jul 2022
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution
H. Xiu
Xin Liu
Weimin Wang
Kyoung-Sook Kim
T. Shinohara
Qiong Chang
M. Matsuoka
3DPC
169
0
0
04 Jul 2022
Enhancing Local Feature Learning Using Diffusion for 3D Point Cloud Understanding
H. Xiu
Xin Liu
Weimin Wang
Kyoung-Sook Kim
T. Shinohara
Qiong Chang
M. Matsuoka
DiffM
3DPC
155
0
0
04 Jul 2022
E2PN: Efficient SE(3)-Equivariant Point Network
Computer Vision and Pattern Recognition (CVPR), 2022
Minghan Zhu
Maani Ghaffari
W. A. Clark
Huei Peng
3DPC
252
24
0
11 Jun 2022
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies
Neural Information Processing Systems (NeurIPS), 2022
Guocheng Qian
Yuchen Li
Houwen Peng
Jinjie Mai
Hasan Hammoud
Mohamed Elhoseiny
Guohao Li
3DPC
461
895
0
09 Jun 2022
AGConv: Adaptive Graph Convolution on 3D Point Clouds
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Mingqiang Wei
Zeyong Wei
Hao Zhou
Fei-Jiang Hu
Huajian Si
...
Jingbo Qiu
Xu Yan
Yan Guo
Jun Wang
J. Qin
3DPC
233
68
0
09 Jun 2022
GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation
Rolandos Alexandros Potamias
Alexandros Neofytou
Kyriaki-Margarita Bintsi
Stefanos Zafeiriou
226
14
0
30 May 2022
Physical-World Optical Adversarial Attacks on 3D Face Recognition
Computer Vision and Pattern Recognition (CVPR), 2022
Yanjie Li
Yiquan Li
Xuelong Dai
Songtao Guo
Bin Xiao
AAML
367
36
0
26 May 2022
PointVector: A Vector Representation In Point Cloud Analysis
Computer Vision and Pattern Recognition (CVPR), 2022
Xin Deng
Wenyu Zhang
Qing Ding
Xinming Zhang
3DPC
388
56
0
21 May 2022
Advanced Feature Learning on Point Clouds using Multi-resolution Features and Learnable Pooling
Remote Sensing (RS), 2022
Kevin Tirta Wijaya
Dong-Hee Paek
Seung-Hyun Kong
3DPC
196
31
0
20 May 2022
Transformers in 3D Point Clouds: A Survey
Dening Lu
Qian Xie
Mingqiang Wei
Kyle Gao
Linlin Xu
Jonathan Li
3DPC
ViT
323
65
0
16 May 2022
Surface Representation for Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2022
Haoxi Ran
Jun Liu
Chengjie Wang
3DPC
339
198
0
11 May 2022
Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding
International Conference on Pattern Recognition (ICPR), 2022
Xian Shi
Xun Xu
Wanyue Zhang
Xiatian Zhu
Chuan-Sheng Foo
Kui Jia
3DPC
188
6
0
02 May 2022
3DeformRS: Certifying Spatial Deformations on Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2022
S. GabrielPérez
Juan C. Pérez
Motasem Alfarra
Silvio Giancola
Guohao Li
3DPC
220
14
0
12 Apr 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training
Kexue Fu
Shiyang Feng
Shaolei Liu
Renrui Zhang
Yu Qiao
Manning Wang
3DPC
195
22
0
03 Apr 2022
Meta-Sampler: Almost-Universal yet Task-Oriented Sampling for Point Clouds
European Conference on Computer Vision (ECCV), 2022
Ta-Ying Cheng
Qingyong Hu
Qian Xie
Niki Trigoni
Andrew Markham
3DPC
193
20
0
30 Mar 2022
Learning to Censor by Noisy Sampling
European Conference on Computer Vision (ECCV), 2022
Ayush Chopra
Abhinav Java
Abhishek Singh
Vivek Sharma
Ramesh Raskar
3DPC
200
1
0
23 Mar 2022
Explainability in Graph Neural Networks: An Experimental Survey
Peibo Li
Yixing Yang
Maurice Pagnucco
Yang Song
156
39
0
17 Mar 2022
Shape-invariant 3D Adversarial Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2022
Qidong Huang
Xiaoyi Dong
Dongdong Chen
Hang Zhou
Weiming Zhang
Nenghai Yu
3DPC
206
99
0
08 Mar 2022
Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention
British Machine Vision Conference (BMVC), 2022
H. Xiu
Xin Liu
Weimin Wang
Kyoung-Sook Kim
T. Shinohara
Qiong Chang
M. Matsuoka
3DPC
228
6
0
01 Mar 2022
HiP: Hierarchical Perceiver
João Carreira
Skanda Koppula
Daniel Zoran
Adrià Recasens
Catalin Ionescu
...
M. Botvinick
Oriol Vinyals
Karen Simonyan
Andrew Zisserman
Andrew Jaegle
VLM
341
14
0
22 Feb 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework
International Conference on Learning Representations (ICLR), 2022
Xu Ma
Can Qin
Haoxuan You
Haoxi Ran
Y. Fu
3DPC
419
774
0
15 Feb 2022
Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning
Kexue Fu
Shiyang Feng
Renrui Zhang
Jiaming Song
Yu Qiao
Manning Wang
SSL
3DPC
157
24
0
09 Feb 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions
International Conference on Machine Learning (ICML), 2022
Jiawei Ren
Liang Pan
Ziwei Liu
3DPC
375
105
0
07 Feb 2022
TPC: Transformation-Specific Smoothing for Point Cloud Models
International Conference on Machine Learning (ICML), 2022
Wen-Hsuan Chu
Linyi Li
Yue Liu
3DPC
421
14
0
30 Jan 2022
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing
Journal of Visual Communication and Image Representation (JVCIR), 2021
Dishanika Denipitiyage
Vinoj Jayasundara
Ranga Rodrigo
Chamira U. S. Edussooriya
3DPC
213
7
0
21 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis
Jianhui Yu
Chaoyi Zhang
Heng Wang
Dingxin Zhang
Yang Song
Tiange Xiang
Dongnan Liu
Weidong (Tom) Cai
ViT
MedIm
189
44
0
09 Dec 2021
PointCLIP: Point Cloud Understanding by CLIP
Computer Vision and Pattern Recognition (CVPR), 2021
Renrui Zhang
Ziyu Guo
Wei Zhang
Kunchang Li
Xupeng Miao
Tengjiao Wang
Yu Qiao
Shiyang Feng
Jiaming Song
VLM
3DPC
449
573
0
04 Dec 2021
Bridging the Gap: Point Clouds for Merging Neurons in Connectomics
Jules Berman
D. Chklovskii
Jingpeng Wu
3DPC
168
3
0
03 Dec 2021
CloudWalker: Random walks for 3D point cloud shape analysis
Adi Mesika
Yizhak Ben-Shabat
A. Tal
3DPC
275
9
0
02 Dec 2021
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding
Abdullah Hamdi
Silvio Giancola
Guohao Li
3DPC
237
29
0
30 Nov 2021
diffConv: Analyzing Irregular Point Clouds with an Irregular View
Manxi Lin
Aasa Feragen
GNN
3DPC
254
20
0
29 Nov 2021
DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds
R. Wiersma
Ahmad Nasikun
E. Eisemann
Klaus Hildebrandt
3DPC
470
21
0
16 Nov 2021
Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentation
British Machine Vision Conference (BMVC), 2021
Hanz Cuevas-Velasquez
Antonio Javier Gallego
Robert B. Fisher
3DPC
115
1
0
30 Oct 2021
PatchFormer: An Efficient Point Transformer with Patch Attention
Computer Vision and Pattern Recognition (CVPR), 2021
Zhang Cheng
Haocheng Wan
Xinyi Shen
Zizhao Wu
3DPC
476
82
0
30 Oct 2021
LATFormer: Locality-Aware Point-View Fusion Transformer for 3D Shape Recognition
Xinwei He
Shuyang Cheng
Dingkang Liang
S. Bai
Xi Wang
Yingying Zhu
3DPC
245
8
0
03 Sep 2021
Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Chao Sun
Zhedong Zheng
Xiaohan Wang
Mingliang Xu
Yi Yang
3DPC
SSL
189
26
0
01 Sep 2021
Robust Pooling through the Data Mode
Intelligent Systems with Applications (ISA), 2021
Ayman Mukhaimar
Ruwan Tennakoon
Chow Yin Lai
R. Hoseinnezhad
A. Bab-Hadiashar
3DPC
3DV
OOD
216
3
0
21 Jun 2021
Partial Graph Reasoning for Neural Network Regularization
Tiange Xiang
Chaoyi Zhang
Yang Song
Siqi Liu
Hongliang Yuan
Weidong (Tom) Cai
OOD
205
2
0
03 Jun 2021
The art of defense: letting networks fool the attacker
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2021
Jinlai Zhang
Lyvjie Chen
Binbin Liu
Bojun Ouyang
Jihong Zhu
Minchi Kuang
Houqing Wang
Yanmei Meng
AAML
3DPC
307
19
0
07 Apr 2021
Deep Learning Based 3D Segmentation: A Survey
Yong-xing He
Hongshan Yu
Xiao-Yang Liu
Zhengeng Yang
Wei Sun
Lin Wang
3DPC
427
84
0
09 Mar 2021
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